Matthew Garratt

Professor

Scholarships of $35K AUD for domestic and international students are available for Masters and PhD by research in fields that I am involved with. Please contact me for details.

Matt Garratt's research focuses on sensing, guidance and control for autonomous systems. He has received over $3.5million in research funding and has been Chief Investigator on 24 external grants. He is an associate editor for the IEEE Transactions on Artificial Intelligence and the IEEE Robotics and Automation Letters. Matt was chair of the IEEE Computational Intelligence Society Task Force on the ethics and social implications of computational intelligence from 2017-2020 and remains as an active member.

Some of his research successes include demonstration of terrain following using vision for an unmanned helicopter, landing an unmanned helicopter onto a moving deck simulator and control of helicopters using neural networks. Some of his current research projects include achieving autonomous flight in cluttered environments using monocular cameras and range sensors, landing UAVs on moving platforms, adaptive flight control for flapping wing and rotary wing vehicles, and self-organising swarms of Unmanned Systems.

Matt is a member of the Trusted Autonomy Group in the School of Engineering and IT.

He is senior lifetime member of the American Institute of Aeronautics and Astronautics (AIAA), senior member of the IEEE, member of the American Helicopter Society (AHS),  and member of the Australian Association for Unmanned Systems (AAUS).


See my publications and citations on Google Scholar

Research Experience

  • Visual Flight Control
  • Advanced control including neural control, fuzzy logic and adaptive control
  • Obstacle avoidance and path planning
  • Robotic swarming
  • Biologically inspired vision and control
  • Trusted Autonomy

Teaching Experience

  • Control Theory
  • Rotorcraft Engineering
  • Aerodynamics
  • Flight Mechanics

Some of my publications can be downloaded at no charge from my Research Gate page at https://www.researchgate.net/profile/Matt_Garratt

PUBLICATIONS

Book Chapters
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Liu J; Anavatti S; Garratt M; Abbass HA, 2021, 'Marriage in Honey Bees Optimization in Continuous Domains', in Handbook of AI-based Metaheuristics, CRC Press, pp. 43 - 72, http://dx.doi.org/10.1201/9781003162841-4
2021
Long N; Garratt M; sammut K; sgarioto D; Abbass H, 2021, 'Shepherding Autonomous Goal-Focused Swarms in Unknown Environments Using Hilbert Space-Filling Paths', in Shepherding UxVs for Human-Swarm Teaming An Artificial Intelligence Approach to Unmanned X Vehicles, Springer Nature, pp. 31 - 50, http://dx.doi.org/10.1007/978-3-030-60898-9_2
2021
Francis S; Anavatti SG; Garratt M; Abbass HA, 2021, 'Real-Time Multi-obstacle Detection and Tracking Using a Vision Sensor for Autonomous Vehicle', in Communication and Intelligent Systems, Springer Singapore, pp. 873 - 883, http://dx.doi.org/10.1007/978-981-16-1089-9_67
2021
Baxter D; Garratt M; Abbass H, 2021, 'Simulating Single and Multiple Sheepdogs Guidance of a Sheep Swarm', in Shepherding UxVs for Human-Swarm Teaming An Artificial Intelligence Approach to Unmanned X Vehicles, Springer Nature, pp. 51 - 65, http://dx.doi.org/10.1007/978-3-030-60898-9_3
2021
Liu J; Garratt M; Anavatti S; Abbass H, 2021, 'Mission Planning for Shepherding a Swarm of Uninhabited Aerial Vehicles', in Shepherding UxVs for Human-Swarm Teaming An Artificial Intelligence Approach to Unmanned X Vehicles, Springer Nature, pp. 87 - 114, http://dx.doi.org/10.1007/978-3-030-60898-9_5
2021
Nguyen H; Garratt M; Abbass H, 2021, 'Apprenticeship Bootstrapping Reinforcement Learning for Sky Shepherding of a Ground Swarm in Gazebo', in Shepherding UxVs for Human-Swarm Teaming An Artificial Intelligence Approach to Unmanned X Vehicles, Springer Nature, pp. 207 - 243, http://dx.doi.org/10.1007/978-3-030-60898-9_10
2021
Debie E; Fernandez Rojas R; fidock J; Barlow M; Kasmarik K; Anavatti S; Garratt M; Abbass H, 2021, 'Transparent Shepherding: A Rule-Based Learning Shepherd for Human Swarm Teaming', in Shepherding UxVs for Human-Swarm Teaming An Artificial Intelligence Approach to Unmanned X Vehicles, Springer Nature, pp. 267 - 292, http://dx.doi.org/10.1007/978-3-030-60898-9_12
2021
Fernandez Rojas R; Debie E; fidock J; Barlow M; Kasmarik K; Anavatti S; Garratt M; Abbass H, 2021, 'Human Performance Operating Picture for Shepherding a Swarm of Autonomous Vehicles', in Shepherding UxVs for Human-Swarm Teaming An Artificial Intelligence Approach to Unmanned X Vehicles, Springer Nature, pp. 293 - 323, http://dx.doi.org/10.1007/978-3-030-60898-9_13
2021
Al-Mahturi A; Santoso F; Garratt MA; Anavatti SG, 2021, 'Chapter 2 Modeling and control of a quadrotor unmanned aerial vehicle using type-2 fuzzy systems', in Unmanned Aerial Systems, pp. 25 - 46, http://dx.doi.org/10.1016/b978-0-12-820276-0.00009-1
2021
Biswas S; Anavatti SG; Garratt MA, 2021, 'Chapter 4 Path planning and task assignment for multiple UAVs in dynamic environments', in Unmanned Aerial Systems, pp. 81 - 102, http://dx.doi.org/10.1016/b978-0-12-820276-0.00011-x
2021
Santoso F; Garratt M; Anavatti S; Wang J, 2021, 'Evolutionary aerial robotics: the human way of learning', in Unmanned Aerial Systems Theoretical Foundation and Applications, Academic Press, pp. 1 - 23, http://dx.doi.org/10.1016/B978-0-12-820276-0.00008-X
2021
Santoso F; Garratt MA; Anavatti SG; Wang J, 2021, 'Chapter 1 Evolutionary aerial robotics: the human way of learning', in Unmanned Aerial Systems, pp. 1 - 23, http://dx.doi.org/10.1016/b978-0-12-820276-0.00008-x
2021
Biswas S; Anavatti S; Garratt M, 2021, 'Path planning and task assignment for multiple UAVs in dynamic environments', in Unmanned Aerial Systems Theoretical Foundation and Applications, Academic Press, pp. 81 - 102, http://dx.doi.org/10.1016/B978-0-12-820276-0.00011-X
2021
Tran V; Santoso F; Garratt M, 2020, 'A Fuzzy Logic-Based Adaptive Strictly Negative-Imaginary Formation Controller for Multi-Quadrotor Systems', in Qian D (ed.), A Closer Look at Formation Control, NY, USA
2020
Tran V; Santoso F; Garratt M, 2020, 'A Fuzzy Logic-Based Adaptive Strictly Negative-Imaginary Formation Controller for Multi-Quadrotor Systems', in Qian D (ed.), A Closer Look at Formation Control, Nova Science Publisher, New York, USA, https://novapublishers.com/shop/a-closer-look-at-formation-control/
2020
Al-Mahturi A; Santoso F; Garratt M; Anavatti S, 2020, 'Modeling and Control of a Quadrotor Unmanned Aerial Vehicle Using Type-2 Fuzzy Systems', in Koubaa A; Azar AT (ed.), Unmanned Aerial Systems: Theoretical Foundation and Applications, Elsevier
2020
Santoso F; Garratt M; Anavatti S; Ferdaus M; Wang J; Tran V, 2020, 'Evolutionary Aerial Robotics: The Human Way of Learning', in Koubaa A; Azar AT (ed.), Unmanned Aerial Systems: Theoretical Foundation and Applications, Elsevier
2020
Al-Mahasneh AJ; Anavatti S; Garratt M; Pratama M, 2018, 'Applications of General Regression Neural Networks in Dynamic Systems', in Digital Systems, pp. 133 - 154, http://dx.doi.org/10.5772/intechopen.80258
2018
Santoso F; Garratt M; Anavatti S, 2018, 'Fuzzy Systems for Modelling and Control in Aerial Robotics', in Er MJ; Wang N; Zhichao L; Pratama M (ed.), Intelligent Marine Vehicles Theory and Applications, Nova Science Publisher, New York, https://www.novapublishers.com/catalog/product_info.php?products_id=64339
2018
Biswas S; Anavatti S; Garratt M, 2017, 'Obstacle Avoidance for Multi-agent Path Planning Based on Vectorized Particle Swarm Optimization', in Leu G; Singh HK; Elsayed S (ed.), Intelligent and Evolutionary Systems. Proceedings in Adaptation, Learning and Optimization 8, edn. Proceedings in Adaptation Learning and Optimization, © Springer International Publishing, Univ New S Wales, Canberra Campus, Australian Def Force Acad, Canberra, AUSTRALIA, pp. 61 - 74, http://dx.doi.org/10.1007/978-3-319-49049-6_5
2017
Francis SLX; anavatti S; garratt M, 2013, 'Model based path planning module', in Sen Gupta G; Bailey D; Demidenko S; Carnegie D (ed.), Recent Advances in Robotics and automation, Springer-Verlag, Berlin Heidelberg, pp. 81 - 90, http://dx.doi.org/10.1007/978-3-642-37387-9_6
2013
Yang X; Garratt M; Pota H, 2010, 'Monotonous Trend Estimation of Deck Displacement for Automatic Landing of Rotorcraft UAVs', in Unmanned Aerial Vehicles, Springer Netherlands, pp. 267 - 285, http://dx.doi.org/10.1007/978-94-007-1110-5_18
2010
Conference Papers
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Al-Mahasneh AJ; Anavatti S; Garratt M, 2108, 'Evolving General Regression Neural Networks using Limited Incremental Evolution for Data-Driven Modeling of Non-linear Dynamic Systems', in Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018, IEEE, Bangalore, India, pp. 335 - 341, presented at 2018 IEEE Symposium Series on Computational Intelligence (SSCI), Bangalore, India, 18 November 2108 - 21 November 2018, http://dx.doi.org/10.1109/SSCI.2018.8628909
2108
Rajamohan D; Garratt M; Pickering M, 2020, 'A 3D-2D Registration Method for Stereo Scan Overlay on Structure from Motion Model', in 2020 Digital Image Computing: Techniques and Applications, DICTA 2020, http://dx.doi.org/10.1109/DICTA51227.2020.9363423
2020
Crockett K; Garratt M; Latham A; Colyer E; Goltz S, 2020, 'Risk and Trust Perceptions of the Public of Artifical Intelligence Applications', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN48605.2020.9207654
2020
Nguyen T; Liu J; Nguyen H; Kasmarik K; Anavatti S; Garratt M; Abbass H, 2020, 'Perceptron-Learning for Scalable and Transparent Dynamic Formation in Swarm-on-Swarm Shepherding', Glasgow, presented at IJCNN 2020, Glasgow
2020
Al-Mahturi A; Santoso F; Garratt M; Anavatti S, 2020, 'A Simplified Model-Free Self-Evolving TS Fuzzy Controller for Nonlinear Systems with Uncertainties', in IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS2020), IEEE, Italy, presented at IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS2020), Italy
2020
Al-Mahturi A; Santoso F; Garratt MA; Anavatti SG, 2020, 'Online System Identification for Nonlinear Uncertain Dynamical Systems Using Recursive Interval Type-2 TS Fuzzy C-means Clustering', in 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, IEEE, pp. 1695 - 1701, presented at 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 01 December 2020 - 04 December 2020, http://dx.doi.org/10.1109/SSCI47803.2020.9308202
2020
Qiu H; Garratt M; Howard D; Anavatti S, 2020, 'Evolving Spiking Neurocontrollers for UAVs', in 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, IEEE, pp. 1928 - 1935, presented at 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 01 December 2020 - 04 December 2020, http://dx.doi.org/10.1109/SSCI47803.2020.9308275
2020
Nguyen HT; Garratt M; Bui LT; Abbass H, 2020, 'Disturbances in Influence of a Shepherding Agent is More Impactful than Sensorial Noise during Swarm Guidance', in 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, IEEE, pp. 2257 - 2264, presented at 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 01 December 2020 - 04 December 2020, http://dx.doi.org/10.1109/SSCI47803.2020.9308448
2020
Kasmarik K; Abpeikar S; Khan MM; Khattab N; Barlow M; Garratt M, 2020, 'Autonomous Recognition of Collective Behaviour in Robot Swarms', Canberra, Australia, presented at 33rd Australasian Joint Conference on Artificial Intelligence, Canberra, Australia, 29 November 2020
2020
Qiu H; Garratt M; Howard D; Anavatti S, 2020, 'Towards crossing the reality gap with evolved plastic neurocontrollers', in GECCO 2020 - Proceedings of the 2020 Genetic and Evolutionary Computation Conference, pp. 130 - 138, http://dx.doi.org/10.1145/3377930.3389843
2020
Muthusamy PK; Garratt M; Pota H; Wang J; Kok JM, 2019, 'Bidirectional Fuzzy Brain Emotional Learning Control for Aerial Robots', in Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018, IEEE, Bengaluru, INDIA, pp. 146 - 153, presented at 8th IEEE Symposium Series on Computational Intelligence (IEEE SSCI), Bengaluru, INDIA, 18 November 2018 - 21 November 2018, http://dx.doi.org/10.1109/SSCI.2018.8628809
2019
Crockett K; Goltz S; Garratt M; Latham A, 2019, 'Trust in Computational Intelligence Systems: A Case Study in Public Perceptions', in 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings, pp. 3227 - 3234, http://dx.doi.org/10.1109/CEC.2019.8790147
2019
Liu J; Anavatti S; Hussein Abbass MG, 2019, 'Comprehensive Learning Particle Swarm Optimisation with Limited Local Search for UAV Path Planning', in 2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019, pp. 2287 - 2294, http://dx.doi.org/10.1109/SSCI44817.2019.9002992
2019
Nguyen HT; Garratt M; Bui LT; Abbass H, 2019, 'Apprenticeship Learning for Continuous State Spaces and Actions in a Swarm-Guidance Shepherding Task', in 2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019, IEEE, pp. 102 - 109, presented at 2019 IEEE Symposium Series on Computational Intelligence (SSCI), 06 December 2019 - 09 December 2019, http://dx.doi.org/10.1109/SSCI44817.2019.9002756
2019
Al-Mahturi A; Santoso F; Garratt M; Anavatti S; Ferdaus MM, 2019, 'Online Takagi-Sugeno Fuzzy Identification of a Quadcopter Using Experimental Input-Output Data', IEEE, China, presented at IEEE Symposium Series on Computational Intelligence, China, 06 September 2019 - 09 September 2019, http://dx.doi.org/10.1109/SSCI44817.2019.9003012
2019
Al-Mahasneh AJ; Anavatti SG; Ferdaus M; Garratt MA, 2019, 'Adaptive neural altitude control and attitude stabilization of a hexacopter with uncertain dynamics', in Proceedings - 2019 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology, IAICT 2019, pp. 44 - 49, http://dx.doi.org/10.1109/ICIAICT.2019.8784844
2019
Ferdaus M; Anavatti SG; Al-Mahasneh AJ; Pratama M; Garratt MA, 2019, 'Development of hyperplane-based adaptive T-S fuzzy controller for micro aerial robots', in Proceedings - 2019 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology, IAICT 2019, pp. 50 - 56, http://dx.doi.org/10.1109/ICIAICT.2019.8784726
2019
Ferdaus MM; Anavatti SG; Garratt MA; Pratama M, 2019, 'Red-FLC: An Adaptive Fuzzy Logic Controller with Reduced Learning Parameters', in 2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019, pp. 513 - 518, http://dx.doi.org/10.1109/SSCI44817.2019.9003080
2019
Biswas S; Anavatti SG; Garratt MA, 2019, 'A particle swarm optimization based path planning method for autonomous systems in unknown terrain', in Proceedings - 2019 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology, IAICT 2019, pp. 57 - 63, http://dx.doi.org/10.1109/ICIAICT.2019.8784851
2019
Al-Mahasneh AJ; Anavatti SG; Garratt MA, 2019, 'Evolving General Regression Neural Networks for Learning from Noisy Datasets', in 2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019, pp. 1473 - 1478, http://dx.doi.org/10.1109/SSCI44817.2019.9003073
2019
Long NK; Sgarioto D; Garratt M; Sammut K; Abbass H, 2019, 'Multi-vessel sea state estimation utilising swarm shepherding', in RINA, Royal Institution of Naval Architects - IMC 2019: Pacific International Maritime Conference, Sydney, Australia, presented at presented at 2019 Pacific International Maritime Conference, Sydney, Australia, 08 October 2019 - 10 October 2019,, Sydney, Australia, 08 October 2019 - 10 October 2019
2019
Al-Mahturi A; Santoso F; Garratt M; Anavatti S, 2019, 'A Robust Adaptive Interval Type-2 Fuzzy Control for Autonomous Underwater Vehicles', IEEE, Bali, Indonesia, presented at IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology (IAICT), Bali, Indonesia, 01 July 2019 - 03 July 2019, http://dx.doi.org/10.1109/ICIAICT.2019.8784855
2019
Al-Mahturi A; Santoso F; Garratt M; Anavatti SG, 2019, 'An Intelligent Control of an Inverted Pendulum Based on Adaptive Interval Type-2 Fuzzy Inference System', IEEEE, New Orleans, Louisiana, USA, presented at IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2019), New Orleans, Louisiana, USA, 23 June 2019 - 26 June 2019, http://dx.doi.org/10.1109/FUZZ-IEEE.2019.8858948
2019
xi C; Tahtali M; Garratt M; Pickering M, 2019, 'Improvement of Light Field Feature', in 2019 IEEE 4th International Conference on Image, Vision and Computing (ICIVC), IEEE, Xiamen, China, presented at 2019 IEEE 4th International Conference on Image, Vision and Computing (ICIVC), Xiamen, China, 05 July 2019 - 07 July 2019, http://dx.doi.org/10.1109/icivc47709.2019.8981019
2019
Fernandez Rojas R; Debie E; Fidock J; Barlow M; Kasmarik K; Anavatti S; Abbass H; Garratt M, 2019, 'Encephalographic Assessment of Situation Awareness in Teleoperation of Human-Swarm Teaming', in Neural information processing : 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12-15, 2019, Proceedings. Part IV, Sydney, presented at International Conference on Neural Information Processing, Sydney, 12 December 2019, http://dx.doi.org/10.1007/978-3-030-36808-1_58
2019
Rajamohan D; Pickering M; Garratt M, 2019, 'Using Edge Position Difference and Pixel Correlation for Aligning Stereo-Camera Generated 3D Scans', in 2018 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2018, IEEE, presented at 2018 Digital Image Computing: Techniques and Applications (DICTA), 10 December 2018 - 13 December 2018, http://dx.doi.org/10.1109/DICTA.2018.8615836
2019
Nguyen H; Nguyen T; Garratt M; Kasmarik K; Anavatti S; Barlow M; Abbass H, 2019, 'A Deep Hierarchical Reinforcement Learner for Aerial Shepherding of Ground Swarms', in Gedeon T; Wong KW; Lee M (eds.), Lecture Notes in Computer Science. Neural Information Processing. Proceedings, Part 1, Springer, Cham, Sydney, pp. 658 - 669, presented at International Conference on Neural Information Processing, Sydney, 12 December 2019 - 15 December 2019, http://dx.doi.org/10.1007/978-3-030-36708-4_54
2019
Long N; Sgarioto D; Garratt M; Sammut K; Abbass H, 2019, 'Multi-vessel Sea State Estimation Utilising Swarm Shepherding', Sydney, Australia, presented at 2019 Pacific International Maritime Conference, Sydney, Australia, 08 October 2019 - 10 October 2019, http://code4.co/papers2019/Session-5-Nathan-K-Long.pdf
2019
Ferdaus MM; Pratama M; Anavatti SG; Garratt M, 2019, 'A Generic Self-Evolving Neuro-Fuzzy Controller Based High-Performance Hexacopter Altitude Control System', in Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018, pp. 2784 - 2791, http://dx.doi.org/10.1109/SMC.2018.00475
2019
Nguyen HT; Garratt ; Abbass , 2018, 'Apprenticeship Bootstrapping', in Proceedings of International Joint Conference on Neural Networks, Institute of Electrical and Electronics Engineers, Brazil, presented at International Joint Conference on Neural Networks, Brazil, - , http://dx.doi.org/10.1109/IJCNN.2018.8489064
2018
Santoso F; Garratt M; Anavatti S; Hassanein O, 2018, 'Entropy Fuzzy System Identification for the Dynamics of the Dragonfly-like Flapping Wing Aircraft', in 2018 IEEE World Congress on Computational Intelligence, IEEE, Rio de Janeiro, Brazil, presented at 2018 IEEE World Congress on Computational Intelligence, Rio de Janeiro, Brazil, 08 July 2018 - 13 July 2018, http://dx.doi.org/10.1109/FUZZ-IEEE.2018.8491528
2018
Crockett K; Goltz S; Garratt M, 2018, 'GDPR Impact on Computational Intelligence Research', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN.2018.8489614
2018
Nguyen HT; Garratt ; Bui ; Abbass , 2018, 'Apprenticeship Bootstrapping: Inverse Reinforcement Learning in a Multi-Skill UAV-UGV Coordination Task', in International Conference on Autonomous Agents and Multiagent Systems, Stockholm, Sweden, pp. 2204 - 2206, presented at AAMAS 2018, Stockholm, Sweden, -
2018
Ferdaus MM, 2018, 'A Novel Self-Organizing Neuro-Fuzzy based Intelligent Control System for a AR. Drone Quadcopter', in Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018, IEEE, Bangalore, India, pp. 2026 - 2032, presented at 2018 IEEE Symposium Series on Computational Intelligence (SSCI), Bangalore, India, 18 November 2018 - 21 November 2018, http://dx.doi.org/10.1109/SSCI.2018.8628815
2018
Nguyen T; Nguyen H; Garratt M; Tran P; Kasmarik K; Barlow M; Anavatti S; Abbass H, 2018, 'Apprenticeship Bootstrapping via Deep Learning with a Safety Net for UAV-UGV Interaction', in AAAI Fall Symposia Papers, AAAI, Stanford USA, presented at Fifth AAAI Fall Symposium Series on Artificial Intelligence for Human-Robot Interaction, Stanford USA, - , https://aaai.org/Library/Symposia/symposia-library.php
2018
Al-Mahturi A; Santoso F; Garratt M; Anavatti S, 2018, 'Nonlinear Altitude Control of a Quadcopter Drone Using Interval Type-2 Fuzzy Logic', in 2018 Symposium Series on Computational Intelligence, IEEE, Bangalore, India, pp. 236 - 241, presented at IEEE Symposium Series on Computational Intelligence, Bangalore, India, 18 November 2018 - 21 November 2018, http://dx.doi.org/10.1109/SSCI.2018.8628836
2018
Biswas S; Anavatti SG; Garratt MA, 2018, 'Nearest neighbour based task allocation with multi-agent path planning in dynamic environments', in Proceeding - ICAMIMIA 2017: International Conference on Advanced Mechatronics, Intelligent Manufacture, and Industrial Automation, pp. 181 - 186, http://dx.doi.org/10.1109/ICAMIMIA.2017.8387582
2018
Ferdaus MM; Anavatti SG; Garratt MA; Pratama M, 2018, 'Evolving fuzzy inference system based online identification and control of a quadcopter unmanned aerial vehicle', in Proceeding - ICAMIMIA 2017: International Conference on Advanced Mechatronics, Intelligent Manufacture, and Industrial Automation, pp. 223 - 228, http://dx.doi.org/10.1109/ICAMIMIA.2017.8387591
2018
Al-Mahasneh AJ; Anavatti SG; Garratt MA, 2018, 'The development of neural networks applications from perceptron to deep learning', in Proceeding - ICAMIMIA 2017: International Conference on Advanced Mechatronics, Intelligent Manufacture, and Industrial Automation, pp. 1 - 6, http://dx.doi.org/10.1109/ICAMIMIA.2017.8387619
2018
Yazid E; Garratt M; Santoso F, 2018, 'Optimal PD Tracking Control of a Quadcopter Drone Using Adaptive PSO Algorithm', in 2018 International Conference on Computer, Control, Informatics and its Applications, IEEE, Indonesia, pp. 146 - 151, presented at International Conference on Computer, Control, Informatics and its Applications, Indonesia, 01 November 2018 - 02 November 2018, http://dx.doi.org/10.1109/IC3INA.2018.8629504
2018
Tran VP; Garratt M; Petersen IR, 2018, 'Formation control of multi-UAVs using negative-imaginary systems theory', in 2017 Asian Control Conference, ASCC 2017, pp. 2031 - 2036, http://dx.doi.org/10.1109/ASCC.2017.8287487
2018
Qiu H; Garratt M; Howard D; Anavatti S, 2018, 'Evolving Spiking Neural Networks for Nonlinear Control Problems', in Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018, IEEE, BENGALURU, INDIA, pp. 1367 - 1373, presented at 2018 IEEE Symposium Series on Computational Intelligence (SSCI), BENGALURU, INDIA, 18 November 2018 - 21 November 2018, http://dx.doi.org/10.1109/SSCI.2018.8628848
2018
Nguyen T; Nguyen H; Debie E; Kasmarik K; Garratt M; Abbass H, 2018, 'Swarm Q-Learning With Knowledge Sharing Within Environments for Formation Control', in Proceedings of the International Joint Conference on Neural Networks, International Joint Conference on Neural Networks, Brazil, presented at International Joint Conference on Neural Networks, Brazil, - , http://dx.doi.org/10.1109/IJCNN.2018.8489674
2018
Biswas S; Anavatti SG; Garratt MA, 2018, 'Particle swarm optimization based co-operative task assignment and path planning for multi-agent system', in 2017 IEEE Symposium Series on Computational Intelligence, SSCI 2017 - Proceedings, pp. 1 - 6, http://dx.doi.org/10.1109/SSCI.2017.8280872
2018
Biswas S, 2017, 'Particle Swarm Optimization Based Co-Operative Task Assignment and Path Planning for Multi-Agent Syatem', in 2017 IEEE Symposium Series on Computational Intelligence (SSCI) Proceedings, IEEE, Honolulu, Hawaii, USA, pp. 45 - 50, presented at 2017 IEEE Symposium Series on Computational Intelligence (SSCI), Honolulu, Hawaii, USA, 27 November 2017 - 01 December 2017, http://dx.doi.org/10.1109/SSCI.2017.8280872
2017
Ferdaus MM; Anavatti SG; Garratt MA; Pratama M, 2017, 'Fuzzy Clustering based Nonlinear System Identification and Controller Development of Pixhawk based Quadcopter', in 2017 Ninth International Conference on Advanced Computational Intelligence (ICACI), IEEE, Doha, Qatar, pp. 223 - 230, presented at 2017 9th International Conference on Advanced Computational Intelligence., Doha, Qatar, 04 February 2017 - 06 February 2017, http://dx.doi.org/10.1109/ICACI.2017.7974513
2017
Al-Mahasneh AA; Anavatti SG; Garratt M, 2017, 'Nonlinear Multi-Input Multi-Output System Identification using Neuro-Evolutionary Methods for a Quadcopter', in 9th International Conference on Advanced Computational Intelligence, ICACI 2017, Doha, Qatar, pp. 217 - 222, presented at 2017 9th International Conference on Advanced Computational Intelligence (ICACI 2017), Doha, Qatar, 04 February 2017 - 06 February 2017, http://dx.doi.org/10.1109/ICACI.2017.7974512
2017
ferdaus M; Anavatti SG; Garratt M, 2017, 'Evolving neuro-fuzzy system based online identification of a bio-inspired flapping wing micro aerial vehicle', in IEEE symposium series on computational intelligence, Honolulu, pp. 1 - 8, presented at Ieee SSCI, Honolulu, 27 November 2017 - 01 December 2017, http://dx.doi.org/10.1109/SSCI.2017.8285226
2017
Nguyen HT; Garratt ; Bui ; Abbass , 2017, 'Supervised deep actor network for imitation learning in a ground-air UAV-UGVs coordination task', in 2017 IEEE Symposium Series on Computational Intelligence (SSCI), Honolulu, Hawaii, USA, pp. 1 - 8, presented at 2017 IEEE Symposium Series on Computational Intelligence (SSCI), Honolulu, Hawaii, USA, 27 November 2017 - 01 December 2017, http://dx.doi.org/10.1109/SSCI.2017.8285387
2017
Ferdaus M; Anavatti ; Garratt MATHEWA; Pratama , 2017, 'Fuzzy clustering based modelling and adaptive controlling of a flapping wing micro air vehicle', in 2017 IEEE Symposium Series on Computational Intelligence (SSCI), IEEE, Honolulu, HI, USA, pp. 1 - 6, presented at 2017 IEEE Symposium Series on Computational Intelligence (SSCI), Honolulu, HI, USA, 27 November 2017 - 01 December 2017, http://dx.doi.org/10.1109/SSCI.2017.8280969
2017
Al-Mahasneh AJ; Anavatti SG; Garratt MA, 2017, 'Altitude identification and intelligent control of a flapping wing micro aerial vehicle using modified generalized regression neural networks', in 2017 IEEE Symposium Series on Computational Intelligence (SSCI), Honolulu, HI, USA, pp. 1 - 6, presented at 2017 IEEE Symposium Series on Computational Intelligence (SSCI), Honolulu, HI, USA, 27 November 2017 - 01 December 2017, http://dx.doi.org/10.1109/SSCI.2017.8280951
2017
Santoso F; Garratt M; Anavatti S, 2017, 'A Self-Learning TS-Fuzzy System Based on the C-Means Clustering Technique for Controlling the Altitude of a Hexacopter Unmanned Aerial Vehicle', in International Conference on Advanced Mechatronics, Intelligent Manufacture And Industrial Automation, IEEE, Surabaya, Indonesia, pp. 46 - 51, presented at International Conference on Advanced Mechatronics,Intelligent Manufacture And Industrial Automation., Surabaya, Indonesia, 12 October 2017 - 14 October 2017, http://dx.doi.org/10.1109/ICAMIMIA.2017.8387555
2017
Lewis RC; Garratt M, 2016, 'A comparison and evaluation of aeronautical engineering learning outcomes using an airborne flight laboratory and a flight simulator laboratory', in ASEE 2016 International Forum, New Orleans, Louisiana, presented at 2016 ASEE International Forum, New Orleans, Louisiana, 25 June 2016 - 25 June 2016
2016
Wang J; Liu J; Yang S; Zhang M, 2016, 'Integrated Trusted Protection Technologies for Industrial Control Systems', in 2016 18TH INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATIONS TECHNOLOGY (ICACT) - INFORMATION AND COMMUNICATIONS FOR SAFE AND SECURE LIFE, IEEE, Pyeongchang, SOUTH KOREA, pp. 70 - 75, presented at 18th International Conference on Advanced Communication Technology (ICACT), Pyeongchang, SOUTH KOREA, 31 January 2016 - 03 February 2016, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000388487400015&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
2016
Santoso F; Garratt M; Anavatti S, 2016, 'Adaptive Neuro-Fuzzy Inference System identification for the dynamics of the AR.Drone Quadcopter', in Sustainable Energy Engineering and Application (ICSEEA), 2016 International Conference on, IEEE, Jakarta, pp. 55 - 60, presented at 2016 International Conference on Sustainable Energy Engineering and Application (ICSEEA), Jakarta, 03 October 2016 - 05 October 2016, http://dx.doi.org/10.1109/ICSEEA.2016.7873567
2016
Wang J; Garratt M; Anavatti S, 2016, 'Dynamic path planning algorithm for autonomous vehicles in cluttered environments', in 2016 IEEE International Conference on Mechatronics and Automation, IEEE ICMA 2016, pp. 1006 - 1011, http://dx.doi.org/10.1109/ICMA.2016.7558700
2016
Biswas S; Anavatti SG; Garratt MA; Pratama M, 2016, 'Simultaneous replanning with vectorized particle swarm optimization algorithm', in 2016 14th International Conference on Control, Automation, Robotics and Vision, ICARCV 2016, Phuket, Thailand, presented at International Conference on Control, Automation, Robotics and Vision, Phuket, Thailand, 13 November 2016 - 15 November 2016, http://dx.doi.org/10.1109/ICARCV.2016.7838834
2016
Anavatti SG; Balakirev A; Halder K; Garratt M, 2016, 'Optimal Reference Frame Search Algorithm for Better Restoration of Image Sequence Distorted by Turbulence of the Medium', in Proceedings of the 2016 International Conference on Information Science and Security (ICISS), Curran Associates, INC, NY 12571 USA, Thailand, pp. 111 - 116, presented at International Conference on Information Science and Security, Thailand, 19 December 2016 - 22 December 2016, http://dx.doi.org/10.1109/ICISSEC.2016.7885863
2016
Wang C; Savkin AV; Garratt M, 2016, 'Collision free navigation of flying robots among moving obstacles', in Chinese Control Conference, CCC, Chengdu, China, pp. 4545 - 4549, presented at 2016 35th Chinese Control Conference (CCC), Chengdu, China, 27 July 2016 - 29 July 2016, http://dx.doi.org/10.1109/ChiCC.2016.7554058
2016
Santoso F; Garratt M; Anavatti S, 2016, 'Fuzzy System Identification for the Dynamics of the AR.Drone Quadcopter', in Australasian Conference on Robotics and Automation 2016, Brisbane, pp. 169 - 176, presented at Australasian Conference on Robotics and Automation 2016, Brisbane, 05 December 2016 - 07 December 2016, http://www.araa.asn.au/conferences/acra-2016/program/#s4
2016
Islam ATIQUL; Asikuzzaman M; Garratt MA; Pickering MR, 2016, '3D kinematic measurement of human movement using low cost fish-eye cameras', in Proc. SPIE, SPIE, Tokyo, Japan, pp. 102252G-1 - 102252G-8, presented at Eighth International Conference on Graphic and Image Processing, Tokyo, Japan, 29 October 2016 - 31 October 2016, http://dx.doi.org/10.1117/12.2266486
2016
Lin S; Garratt M; Lambert A, 2015, '6DoF Motion Estimation for UAV Landing on a Moving Shipdeck using Real-Time On-Board Vision', in Australasian Conference on Robotics and Automation, ACRA, Canberra, Australia, presented at Australian Conference on Robotics and Automation, Canberra, Australia, 02 December 2015 - 04 December 2015
2015
Anavatti ; Santoso F; Garratt M, 2015, 'Progress in Adaptive Control Systems: Past, Present, and Future', in International Conference on Advanced Mechatronics, Intelligent Manufacturer, and Industrial Automation, International Conference on Advanced Mechatronics, Intelligent Manufacturer, and Industrial Automation, Indonesia, presented at International Conference on Advanced Mechatronics, Intelligent Manufacturer, and Industrial Automation, Indonesia, 15 October 2015 - 17 October 2015, http://dx.doi.org/10.1109/ICAMIMIA.2015.7537196
2015
Wang J; Garratt M; anavatti S; francis S, 2015, 'Real-time Dense Scene Flow Estimation using a RGB-D Camera', in ICAMIMIA 2015 - International Conference on Advanced Mechatronics, Intelligent Manufacture, and Industrial Automation, Proceeding - In conjunction with Industrial Mechatronics and Automation Exhibition, IMAE, Indonesia, pp. 70 - 75, presented at In International Conference on Advanced Mechatronics, IntelligentManufacture And Industrial Automation, Indonesia, 15 October 2015 - 17 October 2015, http://dx.doi.org/10.1109/ICAMIMIA.2015.7508005
2015
Wang J; Garratt M; Anavatti S; lin S, 2015, 'Real-Time Visual Odometry for Autonomous MAV Navigation Using RGB-D Camera', in 2015 IEEE International Conference on Robotics and Biomimetics, IEEE-ROBIO 2015, Zhuhai, China, pp. 1353 - 1358, presented at International Conference on Robotics and Biomimetics (ROBIO), Zhuhai, China, 06 December 2015 - 09 December 2015, http://dx.doi.org/10.1109/ROBIO.2015.7418959
2015
Lin ; Garratt ; Lambert , 2015, 'Real-Time 6DoF Deck Pose Estimation and Target Tracking for Landing an UAV in a Cluttered Shipboard Environment using On-Board Vision', in 2015 IEEE International Conference on Mechatronics and Automation, ICMA 2015, Beijing, China, pp. 474 - 481, presented at 2015 IEEE International Conference on Mechatronics and Automation (ICMA), Beijing, China, 02 August 2015 - 05 August 2015, http://dx.doi.org/10.1109/ICMA.2015.7237532
2015
Anavatti SG; Francis SL; Garratt M, 2015, 'Path-planning modules for Autonomous Vehicles: Current status and challenges', in ICAMIMIA 2015 - International Conference on Advanced Mechatronics, Intelligent Manufacture, and Industrial Automation, Proceeding - In conjunction with Industrial Mechatronics and Automation Exhibition, IMAE, Surabaya, Indonesia, pp. 205 - 214, presented at 2015 International Conference on Advanced Mechatronics, Intelligent Manufacture, and Industrial Automation (ICAMIMIA), Surabaya, Indonesia, 15 October 2015 - 15 October 2015, http://dx.doi.org/10.1109/ICAMIMIA.2015.7508033
2015
Li P; Garratt ; Lambert , 2015, 'Inertial-aided state and slope estimation using a monocular camera', in Robotics and Biomimetics (ROBIO), 2015 IEEE International Conference on, IEEE, Zhuhai, China, pp. 2431 - 2435, presented at 2015 IEEE International Conference on Robotics and Biomimetics (ROBIO), Zhuhai, China, 08 December 2015 - 09 December 2015, http://dx.doi.org/10.1109/ROBIO.2015.7419703
2015
Li P; Garratt M; Lambert A, 2015, 'A homography-based visual inertial fusion method for robust sensing of a Micro Aerial Vehicle', in Mechatronics and Automation (ICMA), 2015 IEEE International Conference on, IEEE, Beijing, China, pp. 488 - 493, presented at International Conference on Mechatronics and Automation, Beijing, China, 02 August 2015 - 05 August 2015, http://dx.doi.org/10.1109/ICMA.2015.7237534
2015
Francis SL; Anavatti SG; Garratt M, 2015, 'Detection of obstacles in the path planning module using differential scene flow technique', in ICAMIMIA 2015 - International Conference on Advanced Mechatronics, Intelligent Manufacture, and Industrial Automation, Proceeding - In conjunction with Industrial Mechatronics and Automation Exhibition, IMAE, Surabaya, Indonesia, pp. 53 - 57, presented at 2015 International Conference on Advanced Mechatronics, Intelligent Manufacture, and Industrial Automation (ICAMIMIA), Surabaya, Indonesia, 15 October 2015 - 17 October 2015, http://dx.doi.org/10.1109/ICAMIMIA.2015.7508002
2015
Santoso F; Garratt M; Anavatti S, 2015, 'Fuzzy Logic-Based Self-Tuning Autopilots for Trajectory Tracking of a Low-Cost Quadcopter: a Comparative Study', in 2015 International Conference on Advanced Mechatronics, Intelligent Manufacture, and Industrial Automation (ICAMIMIA), Indonesia, pp. 64 - 69, presented at International Conference on Advanced Mechatronics,Intelligent Manufacture And Industrial Automation, Indonesia, 15 October 2015 - 17 October 2015, http://dx.doi.org/10.1109/ICAMIMIA.2015.7508004
2015
Li P; Garratt MATTHEW; Lambert ANDREW, 2015, 'Sensing and control of a quadrotor using a visual inertial fusion method', in ICCAS 2015 - 2015 15th International Conference on Control, Automation and Systems, Proceedings, IEEE, Busan, Korea, pp. 231 - 236, presented at 15th International Conference on Control, Automation and Systems (ICCAS), Busan, Korea, 13 October 2015 - 16 October 2015, http://dx.doi.org/10.1109/ICCAS.2015.7364912
2015
Wang J; Garratt M; Anavatti S, 2015, 'Dominant Plane Detection using a RGB-D Camera for Autonomous Navigation', in ICARA 2015 - Proceedings of the 2015 6th International Conference on Automation, Robotics and Applications, pp. 456 - 460, presented at International Conference on Automation, Robotics and Applications, 17 February 2015 - 19 February 2015, http://dx.doi.org/10.1109/ICARA.2015.7081191
2015
Li P; Garratt ; Lambert , 2015, 'A monocular odometer for a quadrotor using a homography model and inertial cues', in 2015 IEEE International Conference on Robotics and Biomimetics (ROBIO),, IEEE, Zhuhai, pp. 570 - 575, presented at IEEE International Conference on Robotics and Biomimetics (ROBIO), Zhuhai, 06 December 2015 - 09 December 2015, http://dx.doi.org/10.1109/ROBIO.2015.7418829
2015
Wang J; Garratt M; Li P; Anavatti S, 2014, 'Motion recovery using the image interpolation algorithm and an RGB-D camera', in 2014 IEEE International Conference on Robotics and Biomimetics, IEEE ROBIO 2014, pp. 683 - 688, http://dx.doi.org/10.1109/ROBIO.2014.7090410
2014
wang J; Garratt MA; li P; anavatti S, 2014, 'Motion Recovery Using the Image Interpolation Algorithm and an RBG-D Camera', in Proceedings of the 2014 IEEE International Conference on Robotics and Biomimetics, Bali, Indonesia, pp. 683 - 688, presented at 2014 IEEE International Conference on Robotics and Biomimetics, Bali, Indonesia, 05 December 2014 - 10 December 2014, http://dx.doi.org/10.1109/ROBIO.2014.7090410
2014
Li P, 2013, 'Onboard Hover Control of a Quadrotor using Template Matching and Optic Flow', in Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition IPCV'13, CSREA Press, Las Vegas, USA, pp. 833 - 839, presented at The 2013 International Conference on Image Processing, Computer Vision and Pattern Recognition, Las Vegas, USA, 22 July 2013 - 25 July 2013
2013
Sun G; Li Y; Xie S; Garratt M; Wang C, 2013, 'Implementing quaternion based AHRS on a MEMS multisensor hardware platform', in IGNSS Society 2013 Symposium Proceedings, 2013 Symposium on GPS/GNSS, Gold Coast, Australia, presented at 2013 Symposium on GPS/GNSS, Gold Coast, Australia, 16 July 2013 - 18 July 2013
2013
Francis SLX; Anavatt SG; Garratt MA, 2013, 'Real-time Co-operative path planning for Multi-autonomous vehicles', in Proceedings ICACCI 2012, Mysore, India, pp. 1053 - 1057, presented at Advances in Computing, Communications and Informatics (ICACCI), Mysore, India, 22 August 2013 - 25 August 2013, http://dx.doi.org/10.1109/ICACCI.2013.6637322
2013
Hoy MC; Garratt MA, 2013, 'Decentralized DeadlockFree Navigation for Multiple Vehicles in 2D and 3D Environments using Local Parametized Trajectory Generation', in Proceedings of the 2013 Australasian Conference on Robotics & Automation, http://www.araa.asn.au/acra/acra2013/papers/pap122s1-file1.pdf, presented at Australian Conference on Robotics and Automation, Sydney, Australia, 02 December 2013 - 04 December 2013
2013
Garratt MA; Scott L; Lambert AJ; Li P, 2013, 'Flight Test Results of a 2D Snapshot Hover', in 8th IFAC Symposium on Intelligent Autonomous Vehicles, 2013, IEEE, Gold Coast, Queensland, pp. 17 - 22, presented at 2013 IFAC Intelligent Autonomous Vehicles Symposium, Gold Coast, Queensland, 26 June 2013 - 28 June 2013, http://dx.doi.org/10.3182/20130626-3-AU-2035.00020
2013
Yang X; Alvarez LM; Garratt M; Pota H, 2013, 'A flight control scheme to improve position tracking performance of Rotary-Wing UASs', in IFAC Proceedings Volumes (IFAC-PapersOnline), pp. 1 - 8, http://dx.doi.org/10.3182/20130626-3-AU-2035.00008
2013
Pratama M; Anavatti SG; Garratt M; Lughofer E, 2013, 'Online identification of complex multi-input-multi-output system based on generic evolving neuro-fuzzy inference system', in Proceedings of the 2013 IEEE Conference on Evolving and Adaptive Intelligent Systems, EAIS 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013, pp. 106 - 113, http://dx.doi.org/10.1109/EAIS.2013.6604112
2013
Pratama M; Anavatti SG; Garratt MA, 2013, 'Online Identification of Complex Multi-Input-Multi-Output System Based on GENEFIS', in 2013 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS 2013), IEEE, Singapore, presented at 2013 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS 2013), Singapore, 16 April 2013 - 19 April 2013
2013
Teimoori H; Pota HR; Garratt MA; Samal MK, 2012, 'Attitude Control of a Miniature Helicopter using Optimal Sliding Mode Control', in Proceedings of the 2012 Australian Control Conference, AUCC 2012, IEEE, IEEE, pp. 295 - 300, presented at Australian Control Conference 2012, Sydney, 15 November 2012 - 16 November 2012
2012
Tehrani MH; Garratt MA; Sreenatha AG, 2012, 'An Accurate Attitude Estimation Using Panoramic Vision and An Extended Kalman Filter', in Proceedings of 3rd World Conference on Information Technology, ELSEVIER, Barcelona, Spain, pp. 1 - 5, presented at 3rd World Conference on Information Technology (WCIT-2012), Barcelona, Spain, 14 November 2012 - 16 November 2012, http://www.wcit.us/
2012
Roy TKR; Garratt MA, 2012, 'Altitude control of an unmanned autonomous helicopter via robust backstepping controller under horizontal wind gusts', in 2012 7th International Conference on Electrical & Computer Engineering (ICECE), IEEE, Dhaka; Bangladesh, pp. 771 - 774, presented at 2012 7th International Conference on Electrical and Computer Engineering, ICECE 2012, Dhaka; Bangladesh, 20 December 2012 - 22 December 2012, http://dx.doi.org/10.1109/ICECE.2012.6471664
2012
Tehrani MH; Garratt MA; Sreenatha AG, 2012, 'Gyroscope Offset Estimation Using Panoramic Vision-Based Attitude Estimation and Extended Kalman Filter', in 2nd International Conference on Communications Computing and Control Applications, CCCA 2012, IEEE CONFERENCE PUBLICATIONS, Marseilles, France, pp. 1 - 5, presented at 2nd International Conference on Communications, Computing and Control Applications (CCCA'12), Marseilles, France, 06 December 2012 - 08 December 2012, http://dx.doi.org/10.1109/CCCA.2012.6417863
2012
Tehrani MH; Garratt MA; Sreenatha AG, 2012, 'Horizon-Based Attitude Estimation from a Panoramic Vision Sensor', in Proceedings of Embedded Guidance, Navigation and Control in Aerospace, EGNCA-2012, Bangalore, pp. 1 - 4, presented at Embedded Guidance, Navigation and Control in Aerospace, EGNCA-2012, Bangalore, India, 13 February 2012 - 15 February 2012, http://www.ifac-egnca.org/
2012
Teimoori H; Pota HR; Garratt MA; Samal MK, 2012, 'Helicopter Flight Control Using Inverse Optimal Control and Backstepping', in 12th International Conference on Control, Automation, Robotics and Vision, ICARCV 2012, IEEE, IEEE, pp. 978 - 983, presented at 12th International Conference on Control, Automation, Robotics and Vision, Guangzhou, China, 05 December 2012 - 07 December 2012, http://dx.doi.org/10.1109/ICARCV.2012.6485290
2012
Samal MK; Garratt MA; Pota HR; Teimoori H, 2012, 'Model Predictive Flight Controller for Longitudinal and Lateral Cyclic Control of an Unmanned Helicopter', in Proceedings of the 2012 Australian Control Conference, AUCC 2012, IEEE, IEEE, pp. 386 - 391, presented at Australian Control Conference, Sydney, 15 November 2012 - 16 November 2012
2012
Sreenatha AG; Garratt MA; Sobers F, 2011, 'Dynamic Model of Autonomous ground vehicle for the Path Planning module', in ICARA, IEEE, Wellington, pp. 73 - 77, presented at 5th International Conference on Automation, Robotics and Applications, ICARA 2011, Wellington, 06 December 2011 - 08 December 2011, http://dx.doi.org/10.1109/ICARA.2011.6144859
2011
Sreenatha AG; Garratt MA; Sobers F, 2011, 'Online Incremental and Heuristic path Planning for Autonomous Ground Vehicle', in IEEE, Proceedings of the 37th Annual Conference of the IEEE Industrial Electronics Society, Australia, pp. 192 - 198, presented at 37th Annual Conference of the IEEE Industrial Electronics Society, Melbourne, Victoria, Australia, 07 November 2011 - 10 November 2011, http://dx.doi.org/10.1109/IECON.2011.6119317
2011
Yang X; Mejias L; Garratt MA, 2011, 'Multi-Sensor Data Fusion for UAV Navigation during Landing Operations', in Proceedings of the 2011 Australasian Conference on Robotics and Automation, Australian Robotics and Automation Association, Queensland, Australia, pp. 10 p., presented at 2011 Australasian Conference on Robotics and Automation, Melbourne, VIC., 07 December 2011 - 09 December 2011, https://ssl.linklings.net/conferences/acra/program/attendee_program_acra2011/includes/files/pap110.pdf
2011
Garratt MA; Lambert AJ; Teimoori H, 2011, 'Control of Hover for a Micro-Air-Vehicle using a Visual Snapshot', in Proceedings of the 2011 Australasian Conference on Robotics and Automation, Australian Robotics and Automation Association, Queensland, Australia, pp. 1 - 10, presented at 2011 Australasian Conference on Robotics and Automation, Melbourne, VIC., 07 December 2011 - 09 December 2011, https://ssl.linklings.net/conferences/acra/program/attendee_program_acra2011/includes/files/pap131.pdf
2011
Teimoori H; Pota H; Garratt MA; Samal MK, 2011, 'Planar Trajectory Tracking Controller For a Small-sized Helicopter Considering Servos and Delay Constraints', in 37th Annual Conference of the IEEE Industrial Electronics Society, IEEE, USA, pp. 681 - 686, presented at IECON 2011, Melbourne, 07 November 2011 - 10 November 2011, http://dx.doi.org/10.1109/IECON.2011.6119392
2011
Samal MK; Garratt MA; Pota H; Teimoori H, 2011, 'Model Predictive Attitude Control of Vario Unmanned Helicopter', in Proceedings IECON 2011 - 37th Annual Conference of the IEEE Industrial Electronics Society, The Institute of Electrical and Electronics Engineers (IEEE),IEEE Industrial Electronics Society (IES), Curran Associates, Inc. 57 Morehouse Lane Red Hook, NY 12571 USA, pp. 622 - 627, presented at 37th Annual Conference of the IEEE Industrial Electronics Society, Melbourne, Victoria, Australia, 07 November 2011 - 10 November 2011, http://dx.doi.org/10.1109/IECON.2011.6119382
2011
Pickering ; Pickering MR; Garratt MA, 2011, 'Fast Image Registration Using a Multi-Pass Image Interpolation Approach', in International Conference on Information Technology and Applications, Sydney, pp. 25 - 30, presented at ICITA 2011 : 7th International Conference on Information Technology and Applications, Sydney, 21 November 2011 - 24 November 2011
2011
Taylor J; Garratt MA; Sreenatha AG, 2011, 'Designing Practical Optic Flow Algorithms for Both Speed and Sub-pixel Accuracy', in International Conference on Information Technology and Applications, ICITA 2011 : 7th International Conference on Information Technology and Applications, Sydney, pp. 1 - 6, presented at ICITA 2011 : 7th International Conference on Information Technology and Applications, Sydney, 21 November 2011 - 24 November 2011
2011
Taylor JD; Garratt M; Anavatti S, 2011, 'Designing practical optic flow algorithms for both speed and sub-pixel accuracy', in 7th International Conference on Information Technology and Application, ICITA 2011, pp. 47 - 52
2011
Yang X; Garratt MA; Pota HR, 2011, 'A Nonlinear Position Controller for Maritime Operations of Rotary-wing {UAV}s', in Proceedings of the 18th IFAC World Congress 2011, International Federation of Automatic Control, Milan, Italy, pp. 1510 - 1515, presented at 18th IFAC World Congress, Milan, Italy, 28 August 2011 - 02 September 2011, http://dx.doi.org/10.3182/20110828-6-IT-1002.00569
2011
Sreenatha AG; Garratt MA; Sobers F, 2011, 'Reconstructing the geometry of an object using 3D TOF Camera', in IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CompSens 2011: 2011 IEEE Workshop on Merging Fields of Computational Intelligence and Sensor Technology, IEEE, Piscataway, NJ, United States, pp. 13 - 17, presented at Symposium Series on Computational Intelligence, IEEE SSCI 2011 - 2011 IEEE Workshop on Merging Fields of Computational Intelligence and Sensor Technology, CompSens 2011, Paris, France, 11 April 2011 - 15 April 2011, http://dx.doi.org/10.1109/MFCIST.2011.5949516
2011
Yang X; Garratt MA; Pota HR, 2011, 'Monotonous Trend Estimation using Recursive Prony Analysis', in Proceedings of the 2011 Australian Control Conference, AUCC 2011, IEEE, Piscataway, NJ, United States, pp. 321 - 326, presented at Australian Control Conference, Melbourne, http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6114287
2011
Yang X; Garratt MA; Pota HR, 2010, 'An Autonomous Recovery System for a Rotorcraft UAV Operating in rough Seas', in In proceeding AIAA Guidance, Navigation, and Control conference Aug 2010, AIAA, USA, pp. 1 - 24, presented at AIAA guidance, navigation and control conference, Toronto, 02 August 2010 - 05 August 2010, http://dx.doi.org/10.2514/6.2010-7733
2010
Hoy M; Savkin AV; Garratt MA, 2010, 'Navigation of an Unmanned Helicopter in Urban Environments', in 11th International Conference on Control, Automation, Robotics and Vision, ICARCV 2010, IEEE, Singapore, pp. 939 - 944, presented at Eleventh International Conference on Control, Automation, Robotics and Vision (ICARCV 2010), Singapore, 07 December 2010 - 10 December 2010, http://dx.doi.org/10.1109/ICARCV.2010.5707273
2010
Samal MK; Sreenatha AG; Garratt MA, 2009, 'NN Based Identification and Control of a Rotary-Wing UAV', in NN Based Identification and Control of a Rotary-Wing UAV, IISc Centenary International Conference and Exhibition on Aerospace Engineering, Bangalore, India, presented at IISc Centenary International Conference and Exhibition on Aerospace Engineering, Bangalore, India, 18 May 2009 - 22 May 2009
2009
Samal MK; Sreenatha AG; Garratt MA, 2009, 'Real-time neural network based identification of a rotary-wing UAV dynamics for autonomous flight', in Proceedings of the IEEE International Conference on Industrial Technology, Gippsland, Victoria, presented at IEEE International Conference on Industrial Technology 2009, Gippsland, Victoria, 10 February 2009 - 13 February 2009, http://dx.doi.org/10.1109/ICIT.2009.4939663
2009
Yang X; Pota HR; Garratt MA, 2009, 'Design of a Gust-Attenuation Controller for Landing Operations of Unmanned Autonomous Helicopters', in Proceedings of the IEEE Multi-conference on Systems and Control, IEEE, Yokohama, Japan, pp. 1300 - 1305, presented at IEEE Multi-conference on Systems and Control, Saint Petersburg, Russia, 08 July 2009 - 10 July 2009, http://dx.doi.org/10.1109/CCA.2009.5281074
2009
Garratt MA; Lambert AJ; Guillemette T, 2009, 'FPGA Implementation of an Optic Flow Sensor using the Image Interpolation Algorithm', in Proceedings of the Australasian Conference on Robotics and Automation 2009, Australian Robotics and Automation Association, Sydney, presented at 2009 Australasian Conference on Robotics and Automation, ACRA 2009, Sydney, Australia, 02 December 2009 - 04 December 2009
2009
Ding W; Wang J; Han S; Amagbile A; Garratt MA; Lambert AJ; Wang JJ, 2009, 'Adding optical flow into the GPS/INS integration for UAV navigation', in IGNSS proceedings, IGNSS, Brisbane, presented at International Global Navigation Satellite Systems Society 2009, Surfers Paradise, Qld, 01 December 2009 - 03 December 2009, http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.159.1942
2009
Garratt MA; Cheung A, 2009, 'Obstacle Avoidance in Cluttered Environments using Optic Flow', in Proceedings of the Australasian Conference on Robotics and Automation 2009, Australian Robotics and Automation Association, Sydney, presented at 2009 Australasian Conference on Robotics and Automation, ACRA 2009, Sydney, Australia, 02 December 2009 - 04 December 2009
2009
Yang X; Pota HR; Garratt MA; Ougrinovski V, 2008, 'Ship motion prediction for maritime flight operations', in Proceedings of the 17th IFAC World Congress, Seoul South Korea, presented at 17th World Congress of IFAC, Seoul South Korea, 06 July 2008 - 11 July 2008, http://dx.doi.org/10.3182/20080706-5-KR-1001.1656
2008
Garratt MA; Pota HR; Lambert AJ; Eckersley-Maslin SJ; Farabet C, 2008, 'Visual Tracking and LIDAR Relative Positioning for Automated Launch and Recovery of an Unmanned Rotorcraft from Ships at Sea', in ASNE Symposia Proceedings for Launch and Recovery of Manned and Unmanned Vehicles From Surface Platforms 2008, Annaporis, Maryland, USA, pp. 99 - 110, presented at Launch and Recovery of Manned and Unmanned Vehicles From Surface Platforms 2008, Annaporis, Maryland, USA, 19 May 2008 - 21 May 2008, http://dx.doi.org/10.1111/j.1559-3584.2009.00194.x
2008
Yang X; Pota HR; Garratt MA; Ougrinovski V, 2008, 'Prediction of vertical motions for landing operations of uavs', in 46th IEEE Conference on Decision and Control (CDC 2007), Cancum, Mexico, pp. 5048 - 5053, presented at 47th IEEE Conference on Decision and Control, Cancum, Mexico, 09 December 2008 - 11 December 2008, http://dx.doi.org/10.1109/CDC.2008.4738898
2008
Ahmed B; Pota HR; Garratt MA, 2008, 'Flight control of a rotary wing UAV - A practical approach', in 46th IEEE Conference on Decision and Control (CDC 2007), Cancum, Mexico, pp. 5042 - 5047, presented at 47th IEEE Conference on Decision and Control, Cancum, Mexico, 09 December 2008 - 11 December 2008, http://dx.doi.org/10.1109/CDC.2008.4738917
2008
Kallapur AG; Sreenatha AG; Garratt MA, 2008, 'Extended and Unscented Kalman Filters for Attitude Estimation of an Unmanned Aerial Vehicle', in Modelling, Identification and Control 2008, Innsbruck, Austria, presented at 27th IASTED International Conference on Modeling, Identification and Control 2008, Innsbruck, Austria, 11 February 2008 - 13 February 2008
2008
Kallapur AG; Samal MK; Puttige VR; Sreenatha AG; Garratt MA, 2008, 'A UKF-NN framework fro system identification of small unmanned aerial vehicles', in Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, Beijing, China, pp. 1021 - 1026, presented at IEEE/ASME International Conference on Mechtronic and Embedded Systems and Applications, Beijing, China, 12 October 2008 - 15 October 2008, http://dx.doi.org/10.1109/ITSC.2008.4732708
2008
Garratt MA; Lambert AJ; Wang J; Han S; Wang JJ; SINCLAIR D, 2008, 'Integration of GPS/INS/Vision Sensors to Navigate Unmanned Aerial Vehicles', in Kalliany R; Leberl F (ed.), The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, International Society for Photogrammetry and Remote Sensing, United Kingdom, pp. 963 - 970, presented at International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, ISPRS 2008, Beijing, China, 03 July 2008 - 11 July 2008, http://www.isprs.org/proceedings/XXXVII/congress/1_pdf/166.pdf
2008
Samal MK; Sreenatha AG; Garratt MA, 2008, 'Identification of a Flexible Aircraft Using Neural Network', in 27th IASTED International Conference on Modeling, Identification and Control 2008, Innsbruck, Austria, presented at 27th IASTED International Conference on Modeling, Identification and Control 2008, Innsbruck, Austria, 11 February 2008 - 13 February 2008
2008
Samal MK; Sreenatha AG; Garratt MA, 2008, 'Identification of an Unmanned Helicopter Using Neural Network', in 27th IASTED International Conference on Modeling, Identification and Control 2008, Innsbruck, Austria, presented at 27th IASTED International Conference on Modeling, Identification and Control 2008, Innsbruck, Austria, 11 February 2008 - 13 February 2008
2008
Samal MK; Sreenatha AG; Garratt MA, 2008, 'Neural Network Based System Identification for Autonomous Flight of an Eagle Helicopter', in Proceedings of the 17th IFAC World Congress, Seoul South Korea, presented at 17th World Congress of IFAC, Seoul South Korea, 06 July 2008 - 11 July 2008, http://dx.doi.org/10.3182/20080706-5-KR-1001.2965
2008
Yang X; Pota HR; Garratt MA; Ougrinovski V, 2008, 'Heave Motion Prediction for Maritime Operations of UAVs', in ASNE Symposia Proceedings for Launch and Recovery of Manned and Unmanned Vehicles From Surface Platforms 2008, Launch and Recovery of Manned and Unmanned Vehicles From Surface Platforms 2008, Annaporis, Maryland, USA, presented at Launch and Recovery of Manned and Unmanned Vehicles From Surface Platforms 2008, Annaporis, Maryland, USA, 19 May 2008 - 21 May 2008
2008
Kallapu A; Samal MK; Puttige VR; Anavatti S; Garratt MA, 2008, 'A UKF-NN Framework for System Identification of Small Unmanned Aerial Vehicles', in Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems
2008
Garratt MA; Chahl JS, 2007, 'An optic flow damped hover control for an autonomous helicopter', in 22nd International UAV Systems Conference, 22nd International UAV Systems Conference, Bristol, UK, presented at 22nd International UAV Systems Conference, Bristol, UK, 16 April 2007 - 18 April 2007
2007
Garratt MA; Pota HR; Lambert AJ; Eckersley-Maslin SJ, 2007, 'Systems for automated launch and recovery of an unmanned aerial vehicle from ships at sea', in 22nd International UAV Systems Conference, 22nd International UAV Systems Conference, Bristol, UK, presented at 22nd International UAV Systems Conference, Bristol, UK, 16 April 2007 - 18 April 2007
2007
Ahmed B; Pota HR; Garratt MA, 2007, 'Rotary wing UAV Position Control using Backstepping', in 46th IEEE Conference on Decision and Control (CDC 2007), New Orleans, Louisiana, USA, pp. 1957 - 1962, presented at 46th IEEE Conference on Decision and Control, New Orleans, Louisiana, USA, 12 December 2007 - 14 December 2007, http://dx.doi.org/10.1109/CDC.2007.4434589
2007
Garratt MA; Ahmed B; Pota HR, 2006, 'Platform Enhancements and system identification for control of an unmanned helicopter', in 2006 9th International Conference on Control, Automation, Robotics and Vision, Singapore, presented at 9th International Conference on Control, Automation, Robotics and Vision 2006, Singapore, 05 December 2006 - 08 December 2006, http://dx.doi.org/10.1109/ICARCV.2006.345352
2006
Pota HR; Garratt MA; Ahmed B, 2006, 'Velocity Control of a UAV using Backstepping Control', in 45th IEEE Conference on Decision and Control, San Diego, Californa, USA, pp. 5894 - 5899, presented at 45th IEEE Conference on Decision and Control, San Diego, Californa, USA, 13 December 2006 - 15 December 2006
2006
Pota HR; Garratt MA; Oh S; Pathak K; Agrawal SK, 2005, 'Autonomous Helicopter Landing on a moving Platform Using a Tether', in 2005 IEEE international Conference on Robotics and Automation, Barcelona, Spain, pp. 3960 - 3965, presented at IEEE international Conference on Robotics and Automation 2005, Barcelona, Spain, 18 April 2005 - 22 April 2005, http://dx.doi.org/10.1109/ROBOT.2005.1570726
2005
Soccol DD; Chahl JS; Le Bouffant N; Garratt MA; Mizutani A; Thurrowgood SA; Ewyk G; Thakoor S, 2003, 'A utilitarian UAV design for NASA bioinspired flight control research', in 41st Aerospace Sciences Meeting and Exhibit
2003
Garratt MA; Chahl JS, 2003, 'Visual control of an autonomous helicopter', in 41st Aerospace Sciences Meeting and Exhibit
2003
Srinivasan MV; Zhang SW; Chahl JS; Garratt MA, 2001, 'Landing strategies in honeybees, and applications to UAVs', in Jarvis RA; Zelinsky A (ed.), ROBOTICS RESEARCH, SPRINGER-VERLAG BERLIN, LORNE, AUSTRALIA, pp. 373 - 384, presented at 10th International Symposium on Robotics Research (ISRR 2001), LORNE, AUSTRALIA, 09 November 2001 - 12 November 2001, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000183013700024&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
2001
Journal articles
add
Al-Mahturi A; Santoso F; Garratt MA; Anavatti SG, 2021, 'Self-Learning in Aerial Robotics Using Type-2 Fuzzy Systems: Case Study in Hovering Quadrotor Flight Control', IEEE Access, pp. 1 - 1, http://dx.doi.org/10.1109/ACCESS.2021.3107906
2021
Al-Mahasneh AJ; Anavatti SG; Garratt MA; Pratama M, 2021, 'Stable Adaptive Controller Based on Generalized Regression Neural Networks and Sliding Mode Control for a Class of Nonlinear Time-Varying Systems', IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 51, pp. 2525 - 2535, http://dx.doi.org/10.1109/TSMC.2019.2915950
2021
Tran VP; Garratt MA; Petersen IR, 2021, 'Multi-vehicle formation control and obstacle avoidance using negative-imaginary systems theory', IFAC Journal of Systems and Control, vol. 15, pp. 100117 - 100117, http://dx.doi.org/10.1016/j.ifacsc.2020.100117
2021
Tran VP; Mabrok MA; Garratt MA; Petersen IR, 2021, 'Hybrid adaptive negative imaginary- neural-fuzzy control with model identification for a quadrotor', IFAC Journal of Systems and Control, vol. 16, pp. 100156 - 100156, http://dx.doi.org/10.1016/j.ifacsc.2021.100156
2021
Tran VP; Santoso F; Garratt MA, 2021, 'Adaptive Trajectory Tracking for Quadrotor Systems in Unknown Wind Environments Using Particle Swarm Optimization-Based Strictly Negative Imaginary Controllers', IEEE Transactions on Aerospace and Electronic Systems, vol. 57, pp. 1742 - 1752, http://dx.doi.org/10.1109/TAES.2020.3048778
2021
Biswas S; Anavatti SG; Garratt MA, 2021, 'Multiobjective Mission Route Planning Problem: A Neural Network-Based Forecasting Model for Mission Planning', IEEE Transactions on Intelligent Transportation Systems, vol. 22, pp. 430 - 442, http://dx.doi.org/10.1109/TITS.2019.2960057
2021
Debie E; El-Fiqi H; Fidock J; Barlow M; Kasmarik K; Anavatti S; Garratt M; Abbass H, 2021, 'Autonomous recommender system for reconnaissance tasks using a swarm of UAVs and asynchronous shepherding', Human-Intelligent Systems Integration, vol. 3, pp. 175 - 186, http://dx.doi.org/10.1007/s42454-020-00024-w
2021
Muthusamy PK; Garratt M; Pota HR; Muthusamy R, 2021, 'Realtime Adaptive Intelligent Control System for Quadcopter UAV with Payload Uncertainties', IEEE Transactions on Industrial Electronics, pp. 1 - 1, http://dx.doi.org/10.1109/TIE.2021.3055170
2021
Tran VP; Santoso F; Garratt M; Anavatti S, 2020, 'Neural Network-Based Self-Learning of an Adaptive Strictly Negative Imaginary Tracking Controller for a Quadrotor Transporting a Cable-Suspended Payload with Minimum Swing', IEEE Transactions on Industrial Electronics, pp. 1 - 1, http://dx.doi.org/10.1109/TIE.2020.3026302
2020
Al-Mahturi A; Santoso F; Garratt MA; Anavatti SG, 2020, 'A Robust Self-Adaptive Interval Type-2 TS Fuzzy Logic for Controlling Multi-Input-Multi-output Nonlinear Uncertain Dynamical Systems', IEEE Transactions on Systems, Man, and Cybernetics: Systems, pp. 1 - 12, http://dx.doi.org/10.1109/tsmc.2020.3030078
2020
Fernandez Rojas R; Debie E; Fidock J; Barlow M; Kasmarik K; Anavatti S; Garratt M; Abbass H, 2020, 'Electroencephalographic Workload Indicators During Teleoperation of an Unmanned Aerial Vehicle Shepherding a Swarm of Unmanned Ground Vehicles in Contested Environments', Frontiers in Neuroscience, vol. 14, http://dx.doi.org/10.3389/fnins.2020.00040
2020
Tran VP; Santoso F; Garratt M; Petersen IR, 2020, 'Distributed Formation Control Using Fuzzy Self-Tuning of Strictly Negative Imaginary Consensus Controllers in Aerial Robotics', IEEE/ASME Transactions on Mechatronics, pp. 1 - 1, http://dx.doi.org/10.1109/TMECH.2020.3036829
2020
Santoso F; Garratt MA; Anavatti SG; Petersen I, 2020, 'Robust Hybrid Nonlinear Control Systems for the Dynamics of a Quadcopter Drone', IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 50, pp. 3059 - 3071, http://dx.doi.org/10.1109/TSMC.2018.2836922
2020
Young J; Garratt M, 2020, 'Drones become even more insect-like', Science, vol. 368, pp. 586 - 587, http://dx.doi.org/10.1126/science.abb0064
2020
Santoso F; Garratt M; Anavatti S, 2020, 'State-of-the-Art Integrated Guidance and Control Systems in Unmanned Vehicles: A Review', IEEE Systems Journal, pp. 1 - 12, http://dx.doi.org/10.1109/jsyst.2020.3007428
2020
Ferdaus MM; Pratama M; Anavatti SG; Garratt MA; Lughofer E, 2020, 'PAC: A novel self-adaptive neuro-fuzzy controller for micro aerial vehicles', Information Sciences, vol. 512, pp. 481 - 505, http://dx.doi.org/10.1016/j.ins.2019.10.001
2020
Long NK; Sammut K; Sgarioto D; Garratt M; Abbass HA, 2020, 'A Comprehensive review of shepherding as a bio-inspired swarm-robotics guidance approach', IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 4, pp. 523 - 537, http://dx.doi.org/10.1109/TETCI.2020.2992778
2020
Tran VP; Garratt M; Petersen IR, 2020, 'Switching time-invariant formation control of a collaborative multi-agent system using negative imaginary systems theory', Control Engineering Practice, vol. 95, http://dx.doi.org/10.1016/j.conengprac.2019.104245
2020
Al-Mahasneh AJ; Anavatti SG; Garratt MA, 2020, 'Self-Evolving Neural Control for a Class of Nonlinear Discrete-Time Dynamic Systems with Unknown Dynamics and Unknown Disturbances', IEEE Transactions on Industrial Informatics, vol. 16, pp. 6518 - 6529, http://dx.doi.org/10.1109/TII.2019.2958381
2020
Tran VP; Santoso F; Garratt M; Petersen IR, 2020, 'Fuzzy Self-Tuning of Strictly Negative-Imaginary Controllers for Trajectory Tracking of a Quadcopter Unmanned Aerial Vehicle', IEEE Transactions on Industrial Electronics, pp. 1 - 1, http://dx.doi.org/10.1109/tie.2020.2988219
2020
Ferdaus MM; Pratama M; Anavatti SG; Garratt MA; Pan Y, 2020, 'Generic Evolving Self-Organizing Neuro-Fuzzy Control of Bio-Inspired Unmanned Aerial Vehicles', IEEE Transactions on Fuzzy Systems, vol. 28, pp. 1542 - 1556, http://dx.doi.org/10.1109/TFUZZ.2019.2917808
2020
Ferdaus MM; Anavatti SG; Pratama M; Garratt MA, 2020, 'Towards the use of fuzzy logic systems in rotary wing unmanned aerial vehicle: a review', Artificial Intelligence Review, vol. 53, pp. 257 - 290, http://dx.doi.org/10.1007/s10462-018-9653-z
2020
Tran VP; Garratt MA; Petersen IR, 2020, 'Switching formation strategy with the directed dynamic topology for collision avoidance of a multi-robot system in uncertain environments', IET Control Theory and Applications, vol. 14, pp. 2948 - 2959, http://dx.doi.org/10.1049/iet-cta.2020.0502
2020
Tran VP; Santoso F; Garratt M; Anavatti S, 2020, 'Distributed Artificial Neural Networks-Based Adaptive Strictly Negative Imaginary Formation Controller for Unmanned Aerial Vehicles in Time-Varying Environments', IEEE Transactions on Industrial Informatics, pp. 1 - 1, http://dx.doi.org/10.1109/tii.2020.3004600
2020
Ferdaus MM; Anavatti SG; Garratt MA; Pratama M, 2019, 'Development of C-Means Clustering Based Adaptive Fuzzy Controller for a Flapping Wing Micro Air Vehicle', Journal of Artificial Intelligence and Soft Computing Research, vol. 9, pp. 99 - 109, http://dx.doi.org/10.2478/jaiscr-2018-0027
2019
Tran PV; Santoso F; Garratt M; Petersen I, 2019, 'Adaptive Second Order Strictly Negative Imaginary Controllers Based on the Interval Type-2 Fuzzy Self-Tuning Systems For a Hovering Quadrotor with Uncertainties', IEEE/ASME Transactions on Mechatronics, http://dx.doi.org/10.1109/TMECH.2019.2941525
2019
Ferdaus MM; Pratama M; Anavatti SG; Garratt MA, 2019, 'Online identification of a rotary wing Unmanned Aerial Vehicle from data streams', Applied Soft Computing Journal, vol. 76, pp. 313 - 325, http://dx.doi.org/10.1016/j.asoc.2018.12.013
2019
Biswas S; Anavatti SG; Garratt MA, 2019, 'A time-efficient co-operative path planning model combined with task assignment for multi-agent systems', Robotics, vol. 8, http://dx.doi.org/10.3390/ROBOTICS8020035
2019
Debie E; Fernandez Rojas R; Fidock J; Barlow M; Kasmarik K; Anavatti S; Garratt M; Abbass H, 2019, 'Multi-Modal Fusion for Objective Assessment of Cognitive Workload: A Review', IEEE Transactions on Cybernetics
2019
Santoso F; Garratt M; Anavatti S, 2019, 'Hybrid PD-Fuzzy and PD Controllers for Trajectory Tracking of a Quadrotor Unmanned Aerial Vehicle: Autopilot Designs and Real-Time Flight Tests', IEEE Transactions on Systems Man and Cybernetics: Systems, http://dx.doi.org/10.1109/TSMC.2019.2906320
2019
Santoso F; Garratt M; Anavatti S, 2019, 'T2-ETS-IE: Type-2 Evolutionary Takagi-Sugeno Fuzzy Inference Systems with the Information Entropy-Based Pruning Technique', IEEE Transactions on Fuzzy Systems, http://dx.doi.org/10.1109/TFUZZ.2019.2943813
2019
Yazid E; Garratt M; Santoso F, 2019, 'Position control of a quadcopter drone using evolutionary algorithms-based self-tuning for first-order Takagi–Sugeno–Kang fuzzy logic autopilots', Applied Soft Computing Journal, vol. 78, pp. 373 - 392, http://dx.doi.org/10.1016/j.asoc.2019.02.023
2019
Santoso F; Garratt M; Anavatti S, 2019, 'Robust Hybrid Feedback Linearization and Interval Type-2 Fuzzy Control Systems for the Flapping Angle Dynamics of a Biomimetic Aircraft', IEEE Transactions on Systems Man and Cybernetics: Systems, http://dx.doi.org/10.1109/TSMC.2019.2956735
2019
Santoso F; Garratt M; Anavatti S; Hasanein ; Stenhouse T, 2019, 'Entropy Fuzzy System Identification for the Heave Flight Dynamics of a Model-Scale Helicopter', IEEE-ASME Transactions on Mechatronics, http://dx.doi.org/10.1109/TMECH.2019.2959279
2019
Ferdaus MM; Pratama M; Anavatti SG; Garratt MA, 2019, 'PALM: An Incremental Construction of Hyperplanes for Data Stream Regression', IEEE Transactions on Fuzzy Systems, vol. 27, pp. 2115 - 2129, http://dx.doi.org/10.1109/TFUZZ.2019.2893565
2019
Garratt M; Francis SLX; Anavatti SG, 2018, 'Real-time path planning module for autonomous vehicles in cluttered environment using a 3D camera', International Journal of Vehicle Autonomous Systems, vol. 14, pp. 40 - 40, http://dx.doi.org/10.1504/ijvas.2018.10014269
2018
Wang C; Savkin AV; Garratt M, 2018, 'A strategy for safe 3D navigation of non-holonomic robots among moving obstacles', Robotica, vol. 36, pp. 275 - 297, http://dx.doi.org/10.1017/S026357471700039X
2018
Francis SLX; Anavatti SG; Garratt M, 2018, 'Real-time path planning module for autonomous vehicles in cluttered environment using a 3D camera', International Journal of Vehicle Autonomous Systems, vol. 14, pp. 40 - 61, http://dx.doi.org/10.1504/IJVAS.2018.093106
2018
Smith B; Boyce R; Brown L; Garratt M, 2017, 'Investigation into the practicability of differential lift-based spacecraft rendezvous', Journal of Guidance, Control, and Dynamics, vol. 40, pp. 2680 - 2687, http://dx.doi.org/10.2514/1.G002537
2017
Lin S; Garratt MA; Lambert AJ, 2017, 'Monocular vision-based real-time target recognition and tracking for autonomously landing an UAV in a cluttered shipboard environment', Autonomous Robots, vol. 41, pp. 881 - 901, http://dx.doi.org/10.1007/s10514-016-9564-2
2017
Li P; Garratt M; Lambert A; Lin S, 2017, 'Inertial-Aided Metric States and Surface Normal Estimation using a Monocular Camera', Journal of Intelligent and Robotic Systems: Theory and Applications, vol. 87, pp. 439 - 454, http://dx.doi.org/10.1007/s10846-017-0506-9
2017
Nguyen AH; Guillemette T; Lambert AJ; Pickering MR; Garratt MA, 2017, 'Increasing feasibility of the field-programmable gate array implementation of an iterative image registration using a kernel-warping algorithm', Journal of Electronic Imaging, vol. 26, http://dx.doi.org/10.1117/1.JEI.26.5.053010
2017
Anavatti SG; Garratt MA; Wang J, 2017, 'Real-time path planning algorithm for autonomous vehicles in unknown environments', International Journal of Mechatronics and Automation, vol. 6, pp. 1 - 1, http://dx.doi.org/10.1504/ijma.2017.10014343
2017
Santoso F; Garratt MA; Anavatti SG, 2017, 'Visual-inertial navigation systems for aerial robotics: Sensor fusion and technology', IEEE Transactions on Automation Science and Engineering, vol. 14, pp. 260 - 275, http://dx.doi.org/10.1109/TASE.2016.2582752
2017
Santoso F; Anavatti SG; Garratt MA, 2017, 'State-of-the-Art Intelligent Flight Control Systems in Unmanned Aerial Vehicles', IEEE Transactions on Automation Science and Engineering, vol. 15, pp. 613 - 627, http://dx.doi.org/10.1109/TASE.2017.2651109
2017
Wang J; Garratt MA; Anavatti SG, 2017, 'Real-time path planning algorithm for autonomous vehicles in unknown environments', International Journal of Mechatronics and Automation, vol. 6, pp. 1 - 9, http://dx.doi.org/10.1504/IJMA.2017.093238
2017
Khyam MO; Alam MJ; Lambert AJ; Garratt MA; Pickering MR, 2016, 'High-Precision OFDM-Based Multiple Ultrasonic Transducer Positioning Using a Robust Optimization Approach', IEEE Sensors Journal, vol. 16, pp. 5325 - 5336, http://dx.doi.org/10.1109/JSEN.2016.2557817
2016
Tehrani MH; Garratt MA; Anavatti SG, 2016, 'Low-altitude horizon-based aircraft attitude estimation using UV-filtered panoramic images and optic flow', IEEE Transactions on Aerospace and Electronic Systems, vol. 52, pp. 2362 - 2375, http://dx.doi.org/10.1109/TAES.2016.14-0534
2016
Li P; Garratt M; Lambert A, 2015, 'Monocular Snapshot-based Sensing and Control of Hover, Takeoff, and Landing for a Low-cost Quadrotor', Journal of Field Robotics, vol. 32, pp. 984 - 1003, http://dx.doi.org/10.1002/rob.21574
2015
Santoso F; Garratt MA; Pickering MR; Asikuzzaman M, 2015, '3D-Mapping for Visualisation of Rigid Structures: A Review and Comparative Study', IEEE Sensors Journal, vol. 16, pp. 1484 - 1507, http://dx.doi.org/10.1109/JSEN.2015.2498940
2015
Li P; Garratt M; Lambert A; Lin S, 2015, 'Metric sensing and control of a quadrotor using a homography-based visual inertial fusion method', Robotics and Autonomous Systems, http://dx.doi.org/10.1016/j.robot.2015.11.011
2015
Anavatti SG; Francis S; garratt M, 2015, 'A ToF-camera as a 3D Vision Sensor for Autonomous Mobile Robotics', International Journal of Advanced Robotic Systems, vol. 12, http://dx.doi.org/10.5772/61348
2015
Yang X; Garratt MA; Pota HR, 2012, 'Nonlinear Position Control for Hover and Automatic Landing of UAVs', IET Control Theory and Applications, vol. 6, pp. 911 - 920, http://dx.doi.org/10.1049/iet-cta.2011.0046
2012
Garratt MA; Lambert AJ; Teimoori H, 2012, 'Design of a 3D Snapshot based Visual Flight Control Systems using a Single Camera in Hover', Autonomous Robots, vol. 34, pp. 19 - 34, http://dx.doi.org/10.1007/s10514-012-9310-3
2012
Samal MK; Sreenatha AG; Garratt MA, 2012, 'Neural Network based Model Predictive Controller for Simplified Heave Model of an Unmanned Helicopter', Lecture Notes in Computer Science, vol. 7677, pp. 356 - 363, http://dx.doi.org/10.1007/978-3-642-35380-2_42
2012
Roy TK; Garratt MA; Pota HR; Teimoori H, 2012, 'Robust Backstepping Control for Longitudinal and Lateral Dynamics of Small Scale Helicopter', USTC Journal, vol. 42, pp. 546 - 555, http://dx.doi.org/10.3969/j.issn.0253-2778.2012.07.005
2012
Yang X; Garratt MA; Pota HR, 2011, 'Flight validation of a feedforward gust-attenuation controller for an autonomous helicopter', Robotics and Autonomous Systems, vol. 59, pp. 1070 - 1079, http://dx.doi.org/10.1016/j.robot.2011.08.004
2011
Garratt MA; Sreenatha AG, 2011, 'Non-linear Control of Heave for an Unmanned Helicopter Using A Neural Network', Journal of Intelligent and Robotic Systems, vol. 66, pp. 1 - 10, http://dx.doi.org/10.1007/s10846-011-9634-9
2011
Hoy M; Matveev AS; Garratt MA; Savkin AV, 2011, 'Collision Free Navigation of an Autonomous Unmanned Helicopter in Unknown Urban Environments: Sliding Mode and MPC Approaches', Robotica, vol. 29, pp. 1 - 14, http://dx.doi.org/10.1017/S0263574711000816
2011
Yang X; Garratt MA; Pota HR, 2011, 'Monotonous Trend Estimation of Deck Displacement for Automatic Landing of Rotorcraft UAVs', Journal of Intelligent and Robotic Systems, vol. 61, pp. 267 - 285, http://dx.doi.org/10.1007/s10846-010-9474-z
2011
Samal MK; Sreenatha AG; Ray T; Garratt MA, 2010, 'A Computationally Efficient Approach for NN Based System Identification of a Rotary Wing UAV', International Journal of Control Automation and Systems, vol. 8, pp. 727 - 734, http://dx.doi.org/10.1007/s12555-010-0403-5
2010
Ahmed B; Pota HR; Garratt MA, 2009, 'Flight control of a rotary wing UAV using backstepping', International Journal of Robust and Nonlinear Control, vol. 20, pp. 639 - 658, http://dx.doi.org/10.1002/rnc.1458
2009
Garratt MA; Pota HR; Lambert AJ; Eckersley-Maslin SJ; Farabet C, 2009, 'Visual Tracking and LIDAR Relative Positioning for Automated Launch and Recovery of an Unmanned Rotocraft from Ships at Sea', Naval Engineers Journal, vol. 121, pp. 99 - 110, http://dx.doi.org/10.1111/j.1559-3584.2009.00194.x
2009
Wang J; Garratt M; Lambert A; Wang JJ; han S; Sinclair D, 2008, 'INTEGRATION OF GPS/INS/VISION SENSORS TO NAVIGATE UNMANNED AERIAL VEHICLES', The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 37, pp. 963 - 970
2008
Garratt MA; Chahl JS, 2008, 'Vision-Based Terrain Following for an Unmanned Rotorcraft', Journal of Field Robotics, vol. 25, pp. 284 - 301, http://dx.doi.org/10.1002/rob.20239
2008
Samal MK; Anavatti S; Garratt M, 2008, 'Neural Network Based System Identification for Autonomous Flight of an Eagle Helicopter', IFAC Proceedings Volumes, vol. 41, pp. 7421 - 7426, http://dx.doi.org/10.3182/20080706-5-kr-1001.01254
2008
Yang X; Pota H; Garratt M; Ugrinovskii V, 2008, 'Ship Motion Prediction for Maritime Flight Operations', IFAC Proceedings Volumes, vol. 41, pp. 12407 - 12412, http://dx.doi.org/10.3182/20080706-5-kr-1001.02100
2008
Pota HR; Garratt MA; Oh S; Pathak K; Agrawal SK, 2006, 'Approaches for a Tether Guided Landing of an Autonomous Helicopter', IEEE Transactions on Robotics, vol. 22, pp. 536 - 544, http://dx.doi.org/10.1109/TRO.2006.870657
2006
Srinivasan MV; Zhang SW; Chahl JS; Stange G; Garratt M, 2004, 'An overview of insect-inspired guidance for application in ground and airborne platforms', Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, vol. 218, pp. 375 - 388, http://dx.doi.org/10.1243/0954410042794966
2004
Theses / Dissertations
add
Smith B, 2019, A Comprehensive Examination of Low Earth Orbit Aerodynamic Accelerations for Satellite Formation Control
2019
Organisational units
lensSchool of Engineering & Information Technology
Sub Theme
lensTrusted Autonomy
lensAviation
lensImaging
lensSystems & Control