Select Publications

Conference Papers

Kallapur AG; Salman SA; Sreenatha AG, 2006, 'Experiences using EMId and EKF for UAV online identification', in ICARA 2006, Palmerston North, New Zealand, presented at 3rd international conference on autonomous robots, Palmerston North, New Zealand, 12 December 2006 - 14 December 2006

Sreenatha AG; Salman SA; Choi JY, 2006, 'Fuzzy + PID controller for robot manipulator', in International Conference on Computational Linguistics (COLING), Sydney, presented at International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA - 2006), Sydney, 29 November 2006 - 01 December 2006

Puttige VR; Sreenatha AG, 2006, 'Real-time neural network based online identification technique for a UAV platform', in International Conference on Computational Linguistics (COLING), Sydney, presented at International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA - 2006), Sydney, 29 November 2006 - 01 December 2006

Kallapur AG; Sreenatha AG, 2006, 'UAV linear and nonlinear estimation using extended Kalman filter', in International Conference on Computational Linguistics (COLING), Sydney, presented at International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA - 2006), Sydney, 29 November 2006 - 01 December 2006

Salman SA; Puttige VR; Sreenatha AG, 2006, 'Real-time validation and comparison of fuzzy identification and state-space identification for a UAV platform', in IEEE International Conference on Control Applications, Munich, Germany, presented at IEEE International Conference on Control Applications (CCA 2006), Munich, Germany, 04 October 2006 - 06 October 2006

Sreenatha AG; Salman SA, 2005, 'Nonlinear Identification on Unmanned Aircraft Vehicle', in ICGST, Cairo, Egypt, presented at ICGST, Cairo, Egypt, 19 December 2005 - 21 December 2005

Sreenatha AG; Chalmers MA, 2004, 'Design of fuzzy logic controller for an automated landing system', in 6th IASTED International Conference on INtelligent Systems and Control, Honolulu, Hawaii, presented at 6th IASTED International Conference on INtelligent Systems and Control, Honolulu, Hawaii, 23 August 2004 - 25 August 2004

Sreenatha AG; Young CJ; Pischery F, 2004, 'An Experience with the Neural Network for Auto-landing system of an aircraft.', in Seruca I; Filipe J; Hammoudi S; Cordeiro J (eds.), ICEIS 2004: Porto, Portugal, Portugal, pp. 393 - 400, presented at ICEIS 2004: Porto, Portugal, Portugal, 14 April 2004 - 17 April 2004

Chwa D; Sreenatha AG; Im KH; Choi JY; Seo JH, 2003, 'Nonlinear observer for nonlinear adaptive guidance law considering target uncertainties and control loop dynamics', in European Control Conference, ECC 2003, pp. 3566 - 3571, http://dx.doi.org/10.23919/ecc.2003.7086595

Chwa D; Sreenatha AG; Im KH; Choi JY; Seo JH, 2003, 'Nonlinear observer for nonlinear adaptive guidance law considering target uncertainties and control loop dynamics', in European Control Conference, ECC 2003, pp. 3566 - 3571

Sreenatha AG; Chandrasekhar J, 2002, 'A Neural Network Controller for Suppression of Wing Rock', in 2nd IASTED International Conference on Artificial Intelligence and Applications, Malaga, Spain, presented at 2nd IASTED International Conference on Artificial Intelligence and Applications, Malaga, Spain, 09 September 2002 - 12 September 2002

Sreenatha AG, 2002, 'Inner Derivative Feedback for Enhancing the Damping of Flexible Modes of Spacecraft', in 2nd IASTED International Conference on Artificial Intelligence and Applications, Malaga, Spain, presented at 2nd IASTED International Conference on Artificial Intelligence and Applications, Malaga, Spain, 09 September 2002 - 12 September 2002

Sreenatha AG, 2001, 'Fuzzy Logic Controllers for Aerospace Applications', in IASTED International Conference: Intelligent Systems and Control, Florida, USA, presented at IASTED International Conference: Intelligent Systems and Control, Florida, USA, 19 November 2001 - 22 November 2001

Sreenatha AG; Upadhye S, 2001, 'Inner Derivative Feedback for Enhancing the Damping of the Flexible Modes of Spacecraft', in Heslehurst RB (ed.), AIAC 2003: 10th Australian International Aerospace Congress, Brisbane, Australia, pp. 21, presented at AIAC 2003: 10th Australian International Aerospace Congress, Brisbane, Australia, 06 March 2001 - 08 March 2001

Sreenatha AG, 2001, 'Robust Autopilot Design for a Flexible Missile', in Heslehurst RB (ed.), AIAC 2003: 10th Australian International Aerospace Congress, Brisbane, Australia, pp. 20, presented at AIAC 2003: 10th Australian International Aerospace Congress, Brisbane, Australia, 06 March 2001 - 08 March 2001

Lim KH; Sreenatha AG; Harrap MJ, 2000, 'Some experiences with preliminary parameter estimation of a model aircraft', in AIAA Atmospheric Flight Mechanics Conference, Denver, Colorado, pp. 33 - 37, presented at AIAA Atmospheric Flight Mechanics Conference 2000, Denver, Colorado, 14 August 2000 - 17 August 2000

Lim Y; Sreenatha AG, 2000, 'Stability and robustness analysis of fuzzy logic controller for wing rock suppression', in AIAA Atmospheric Flight Mechanics Conference, Denver, Colorado, pp. 701 - 706, presented at AIAA Atmospheric Flight Mechanics Conference 2000, Denver, Colorado, 14 August 2000 - 17 August 2000

Lim YX; Sreenatha AG, 2000, 'Stability and robustness analysis of fuzzy logic controller for wing rock suppression', in Atmospheric Flight Mechanics Conference, http://dx.doi.org/10.2514/6.2000-4314

Sreenatha AG; Nair NK; Sudhakar K, 1999, 'Aerodynamic suppression of wing rock using fuzzy logic control', in 24th Atmospheric Flight Mechanics Conference, pp. 290 - 295, http://dx.doi.org/10.2514/6.1999-4104

Sreenatha AG; Bhardwaj N, 1999, 'Mach number controller for a flight vehicle with ramjet propulsion', in 35th Joint Propulsion Conference and Exhibit

Preprints

Tran VP; Perera AG; Garratt MA; Kasmarik K; Anavatti SG, 2024, Active Sensing Strategy: Multi-Modal, Multi-Robot Source Localization and Mapping in Real-World Settings with Fixed One-Way Switching, , http://arxiv.org/abs/2407.01308v1

Ma'sum MA; Sarkar MR; Pratama M; Ramasamy S; Anavatti S; Liu L; Habibullah ; Kowalczyk R, 2024, Dynamic Long-Term Time-Series Forecasting via Meta Transformer Networks, , http://dx.doi.org/10.48550/arxiv.2401.13968

Perera A; Tran VP; Anavatti S; Kasmarik K; Garratt M, 2023, Radio Source Localization using Sparse Signal Measurements from Uncrewed Ground Vehicles, , http://dx.doi.org/10.48550/arxiv.2312.03493

Francis S; Dam T; Anavatti S; Garratt MA, 2023, Adaptive Terrain Perception and Decision-Making Systems for Agile Mobile Robots in Dynamic Search and Rescue Scenarios, , http://dx.doi.org/10.20944/preprints202310.0738.v1

Tran VP; Perera A; Garratt MA; Kasmarik K; Anavatti S, 2023, Coverage Path Planning with Budget Constraints for Multiple Unmanned Ground Vehicles, , http://arxiv.org/abs/2306.04083v1

Sarkar MR; Anavatti SG; Dam T; Pratama M; Kindhi BA, 2023, Enhancing Wind Power Forecast Precision via Multi-head Attention Transformer: An Investigation on Single-step and Multi-step Forecasting, , http://dx.doi.org/10.48550/arxiv.2304.10758

Dong X; Garratt MA; Anavatti SG; Abbass HA; Dong J, 2022, Lightweight Monocular Depth Estimation with an Edge Guided Network, , http://dx.doi.org/10.48550/arxiv.2209.14829

Boonlia H; Dam T; Ferdaus MM; Anavatti SG; Mullick A, 2022, Improving Self-supervised Learning for Out-of-distribution Task via Auxiliary Classifier, , http://dx.doi.org/10.48550/arxiv.2209.02881

Dam T; Ferdaus MM; Pratama M; Anavatti SG; Jayavelu S; Abbass HA, 2022, Latent Preserving Generative Adversarial Network for Imbalance classification, , http://dx.doi.org/10.48550/arxiv.2209.01555

Dam T; Pratama M; Ferdaus MM; Anavatti S; Abbas H, 2022, Scalable Adversarial Online Continual Learning, , http://dx.doi.org/10.48550/arxiv.2209.01558

Tran VP; Mabrok MA; Anavatti SG; Garratt MA; Petersen IR, 2022, Robust Fuzzy Q-Learning-Based Strictly Negative Imaginary Tracking Controllers for the Uncertain Quadrotor Systems, , http://arxiv.org/abs/2203.13959v1

Tran VP; Garratt MA; Kasmarik K; Anavatti SG, 2021, Frontier-led Swarming: Robust Multi-Robot Coverage of Unknown Environments, , http://arxiv.org/abs/2111.14295v2

Dong X; Garratt MA; Anavatti SG; Abbass HA, 2021, MobileXNet: An Efficient Convolutional Neural Network for Monocular Depth Estimation, , http://dx.doi.org/10.48550/arxiv.2111.12334

Dong X; Garratt MA; Anavatti SG; Abbass HA, 2021, Towards Real-Time Monocular Depth Estimation for Robotics: A Survey, , http://dx.doi.org/10.48550/arxiv.2111.08600

Dam T; Swami N; Anavatti SG; Abbass HA, 2021, Multi-Fake Evolutionary Generative Adversarial Networks for Imbalance Hyperspectral Image Classification, , http://dx.doi.org/10.48550/arxiv.2111.04019

Dam T; Ferdaus MM; Anavatti SG; Jayavelu S; Abbass HA, 2021, Does Adversarial Oversampling Help us?, , http://dx.doi.org/10.48550/arxiv.2108.10697

Dam T; Anavatti SG; Abbass HA, 2021, Improving ClusterGAN Using Self-Augmented Information Maximization of Disentangling Latent Spaces, , http://dx.doi.org/10.48550/arxiv.2107.12706

Dam T; Anavatti SG; Abbass HA, 2020, Mixture of Spectral Generative Adversarial Networks for Imbalanced Hyperspectral Image Classification, , http://dx.doi.org/10.48550/arxiv.2009.13037

Nguyen HT; Nguyen TD; Tran VP; Garratt M; Kasmarik K; Anavatti S; Barlow M; Abbass HA, 2020, Continuous Deep Hierarchical Reinforcement Learning for Ground-Air Swarm Shepherding, , http://dx.doi.org/10.48550/arxiv.2004.11543

Qiu H; Garratt M; Howard D; Anavatti S, 2020, Towards Crossing the Reality Gap with Evolved Plastic Neurocontrollers, , http://dx.doi.org/10.48550/arxiv.2002.09854

Qiu H; Garratt M; Howard D; Anavatti S, 2019, Evolving Spiking Neural Networks for Nonlinear Control Problems, , http://dx.doi.org/10.48550/arxiv.1903.01180

Ferdaus MM; Pratama M; Anavatti SG; Garratt MA; Lughofer E, 2018, PAC: A Novel Self-Adaptive Neuro-Fuzzy Controller for Micro Aerial Vehicles, , http://dx.doi.org/10.48550/arxiv.1811.03764

Nguyen H; Tran V; Nguyen T; Garratt M; Kasmarik K; Barlow M; Anavatti S; Abbass H, 2018, Apprenticeship Bootstrapping Via Deep Learning with a Safety Net for UAV-UGV Interaction, , http://dx.doi.org/10.48550/arxiv.1810.04344

Ferdaus MM; Anavatti SG; Garratt MA; Pratama M, 2018, Development of a Sliding Mode Control Based Adaptive Fuzzy Controller for a Flapping Flight, , http://dx.doi.org/10.48550/arxiv.1806.02945

Al-Mahasneh AJ; Anavatti SG; Garratt MA, 2018, Review of Applications of Generalized Regression Neural Networks in Identification and Control of Dynamic Systems, , http://dx.doi.org/10.48550/arxiv.1805.11236

Ferdaus MM; Pratama M; Anavatti SG; Garratt MA, 2018, PALM: An Incremental Construction of Hyperplanes for Data Stream Regression, , http://dx.doi.org/10.48550/arxiv.1805.04258

Ferdaus MM; Pratama M; Anavatti SG; Garratt MA, 2018, A Generic Self-Evolving Neuro-Fuzzy Controller based High-performance Hexacopter Altitude Control System, , http://dx.doi.org/10.48550/arxiv.1805.02508

Ferdaus MM; Anavatti SG; Garratt MA; Pratama M, 2018, Development of c-means Clustering Based Adaptive Fuzzy Controller for A Flapping Wing Micro Air Vehicle, , http://dx.doi.org/10.48550/arxiv.1802.01262

Ferdaus MM; Pratama M; Anavatti SG; Garratt MA; Pan Y, 2018, Generic Evolving Self-Organizing Neuro-Fuzzy Control of Bio-inspired Unmanned Aerial Vehicles, , http://dx.doi.org/10.48550/arxiv.1802.00635


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