Select Publications

Conference Papers

Muthusamy PK; Garratt M; Pota H; Wang J; Kok JM, 2018, 'Bidirectional Fuzzy Brain Emotional Learning Control for Aerial Robots', in Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018, pp. 146 - 153, http://dx.doi.org/10.1109/SSCI.2018.8628809

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

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

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

Nguyen HT; Garratt ; Abbass , 2018, 'Apprenticeship Bootstrapping', in Proceedings of International Joint Conference on Neural Networks, Institute of Electrical and Electronics Engineers, Brazil, pp. 1 - 8, presented at International Joint Conference on Neural Networks, Brazil, - , http://dx.doi.org/10.1109/IJCNN.2018.8489064

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

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, ASSOC COMPUTING MACHINERY, Stockholm, Sweden, pp. 2204 - 2206, presented at AAMAS 2018, Stockholm, Sweden, - , http://dx.doi.org/10.26190/unsworks/26600

Nguyen T; Nguyen H; Debie E; Kasmarik K; Garratt M; Abbass H, 2018, 'Swarm Q-Learning With Knowledge Sharing Within Environments for Formation Control', Brazil, presented at International Joint Conference on Neural Networks, Brazil, -

Biswas S; Anavatti S; Garratt M, 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, Institute of Electrical and Electronics Engineers (IEEE), Honolulu, Hawaii, USA, pp. 1 - 6, 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

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, Institute of Electrical and Electronics Engineers (IEEE), Honolulu, pp. 1 - 8, presented at Ieee SSCI, Honolulu, 27 November 2017 - 01 December 2017, http://dx.doi.org/10.1109/SSCI.2017.8285226

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), Institute of Electrical and Electronics Engineers (IEEE), 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

Al-Mahasneh AJ; Anavatti SG; Garratt MA; Al-Mahasneh AJ, 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), Institute of Electrical and Electronics Engineers (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.2017.8280951

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

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

Al-Mahasneh AJ; Anavatti SG; Garratt MA; Al-Mahasneh AJ, 2017, '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, Institute of Electrical and Electronics Engineers (IEEE), INDONESIA, Inst Teknologi Sepuluh Nopember, Gedung Pusat Robotika, Surabaya, pp. 1 - 6, presented at 2017 International Conference on Advanced Mechatronics, Intelligent Manufacture, and Industrial Automation (ICAMIMIA), INDONESIA, Inst Teknologi Sepuluh Nopember, Gedung Pusat Robotika, Surabaya, 12 October 2017 - 14 October 2017, http://dx.doi.org/10.1109/ICAMIMIA.2017.8387619

Biswas S; Anavatti SG; Garratt MA, 2017, '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

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

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, Institute of Electrical and Electronics Engineers (IEEE), 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

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

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://dx.doi.org/10.26190/unsworks/26672

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, Institute of Electrical and Electronics Engineers (IEEE), Phuket, Thailand, pp. 1 - 6, 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

Islam ATIQUL; Asikuzzaman M; Garratt MA; Pickering MR, 2016, '3D kinematic measurement of human movement using low cost fish-eye cameras', in Pham TD; Vozenilek V; Zeng Z (eds.), 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

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, 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

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

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

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

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, 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

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, 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

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, 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

Lin S; Garratt M; Lambert A, 2015, '6DoF Motion Estimation for UAV Landing on a Moving Shipdeck using Real-Time On-Board Vision', Canberra, Australia, presented at Australian Conference on Robotics and Automation, Canberra, Australia, 02 December 2015 - 04 December 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, 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

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, 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

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, Institute of Electrical and Electronics Engineers (IEEE), 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

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

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, 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

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, 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

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', Beijing, China, 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

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

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

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, Institute of Electrical and Electronics Engineers (IEEE), 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

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

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

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

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

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

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, Gold Coast, Australia, presented at 2013 Symposium on GPS/GNSS, Gold Coast, Australia, 16 July 2013 - 18 July 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

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

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

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


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