Select Publications

Journal articles

Ferdaus MM; Al-Mahasneh AJ; Anavatti SG; Senthilnath J, 2024, 'A compact meta-learned neuro-fuzzy technique for noise-robust nonlinear control', Applied Soft Computing, 166, http://dx.doi.org/10.1016/j.asoc.2024.112149

Kamath AK; Anavatti SG; Feroskhan M, 2024, 'A Physics-Informed Neural Network Approach to Augmented Dynamics Visual Servoing of Multirotors', IEEE transactions on cybernetics, 54, pp. 6319 - 6332, http://dx.doi.org/10.1109/TCYB.2024.3413072

Liu J; Anavatti S; Garratt M; Abbass HA, 2024, 'A hierarchical mission planning system for multi-uncrewed ground vehicles using fast cost evaluation and ant colony optimisation', Information Sciences, 679, http://dx.doi.org/10.1016/j.ins.2024.121029

Ferdaus MM; Dam T; Anavatti S; Das S, 2024, 'Digital technologies for a net-zero energy future: A comprehensive review', Renewable and Sustainable Energy Reviews, 202, http://dx.doi.org/10.1016/j.rser.2024.114681

Tran VP; Garratt MA; Anavatti SG; Ravi S, 2024, 'Collaborative gas source localization strategy with networked nano-drones in unknown cluttered environments', Swarm and Evolutionary Computation, 89, http://dx.doi.org/10.1016/j.swevo.2024.101615

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', Journal of Field Robotics, http://dx.doi.org/10.1002/rob.22441

Masum MA; Sarkar MDR; Pratama M; Ramasamy S; Anavatti S; Liu L; Habibullah H; Kowalczyk R, 2024, 'Dynamic Long-Term Time-Series Forecasting via Meta Transformer Networks', IEEE Transactions on Artificial Intelligence, 5, pp. 4258 - 4268, http://dx.doi.org/10.1109/TAI.2024.3365775

Sarkar MR; Anavatti SG; Dam T; Ferdaus MM; Tahtali M; Ramasamy S; Pratama M, 2024, 'GATE: A guided approach for time series ensemble forecasting', Expert Systems with Applications, 235, http://dx.doi.org/10.1016/j.eswa.2023.121177

Muthusamy PK; Tran VP; Garratt M; Annavati S; Pota H; Kok JM, 2024, 'Resilient Flight Control for a 32g Nano Helicopter', IEEE Transactions on Industrial Electronics, 71, pp. 16057 - 16067, http://dx.doi.org/10.1109/TIE.2024.3387096

Bhat SS; Anavatti SG; Garratt M; Ravi S, 2024, 'Review of autonomous outdoor blimps and their applications', Drone Systems and Applications, 12, pp. 1 - 21, http://dx.doi.org/10.1139/dsa-2023-0052

Tran VP; Mabrok MA; Anavatti SG; Garratt MA; Petersen IR, 2024, 'Robust Adaptive Fuzzy Control for Second-Order Euler-Lagrange Systems With Uncertainties and Disturbances via Nonlinear Negative-Imaginary Systems Theory', IEEE Transactions on Cybernetics, 54, pp. 5102 - 5114, http://dx.doi.org/10.1109/TCYB.2024.3365554

Mahima KTY; Perera AG; Anavatti S; Garratt M, 2024, 'Toward Robust 3D Perception for Autonomous Vehicles: A Review of Adversarial Attacks and Countermeasures', IEEE Transactions on Intelligent Transportation Systems, http://dx.doi.org/10.1109/TITS.2024.3456293

Nawreen F; Halder KK; Tahtali M; Anavatti SG, 2023, 'Stabilization of turbulence-degraded video using patch-based reference frame', Optics Continuum, 2, pp. 2484 - 2499, http://dx.doi.org/10.1364/OPTCON.497110

Mahima KTY; Perera A; Anavatti S; Garratt M, 2023, 'Exploring Adversarial Robustness of LiDAR Semantic Segmentation in Autonomous Driving', Sensors, 23, http://dx.doi.org/10.3390/s23239579

Tran VP; Perera A; Garratt MA; Kasmarik K; Anavatti SG, 2023, 'Coverage Path Planning With Budget Constraints for Multiple Unmanned Ground Vehicles', IEEE Transactions on Intelligent Transportation Systems, 24, pp. 12506 - 12522, http://dx.doi.org/10.1109/TITS.2023.3285624

Al-Mahasneh AJ; Anavatti SG, 2023, 'Novel General Regression Neural Networks for Improving Control Accuracy of Nonlinear MIMO Discrete-Time Systems', IEEE Transactions on Cybernetics, 53, pp. 6122 - 6132, http://dx.doi.org/10.1109/TCYB.2022.3158702

Tran VP; Mabrok MA; Anavatti SG; Garratt MA; Petersen IR, 2023, 'Robust Fuzzy Q-Learning-Based Strictly Negative Imaginary Tracking Controllers for the Uncertain Quadrotor Systems', IEEE Transactions on Cybernetics, 53, pp. 5108 - 5120, http://dx.doi.org/10.1109/TCYB.2022.3175366

Al Kindhi B; Lasminto U; Triana MI; Damarnegara S; Anavatti SG, 2023, 'Sensor and internet of things based integrated inundation mitigation for smart city', International Journal of Electrical and Computer Engineering, 13, pp. 2695 - 2703, http://dx.doi.org/10.11591/ijece.v13i3.pp2695-2703

Al-Mahturi A; Santoso F; Garratt MA; Anavatti SG, 2023, 'A Novel Evolving Type-2 Fuzzy System for Controlling a Mobile Robot under Large Uncertainties', Robotics, 12, http://dx.doi.org/10.3390/robotics12020040

Tran VP; Garratt MA; Kasmarik K; Anavatti SG, 2023, 'Dynamic Frontier-Led Swarming: Multi-Robot Repeated Coverage in Dynamic Environments', IEEE/CAA Journal of Automatica Sinica, 10, pp. 646 - 661, http://dx.doi.org/10.1109/JAS.2023.123087

Tran VP; Garratt MA; Kasmarik K; Anavatti SG; Leong AS; Zamani M, 2023, 'Multi-gas source localization and mapping by flocking robots', Information Fusion, 91, pp. 665 - 680, http://dx.doi.org/10.1016/j.inffus.2022.11.001

Francis S; Anavatti S; Garratt M; Hassan O; Ali S, 2023, 'Dense Scene Flow Estimation with the GVF Snake Model for Obstacle Detection Using a 3D Sensor in the Path-Planning Module', International Journal on Smart Sensing and Intelligent Systems, 16, http://dx.doi.org/10.2478/ijssis-2023-0015

Dong X; Garratt MA; Anavatti SG; Abbass HA, 2022, 'MobileXNet: An Efficient Convolutional Neural Network for Monocular Depth Estimation', IEEE Transactions on Intelligent Transportation Systems, 23, pp. 20134 - 20147, http://dx.doi.org/10.1109/TITS.2022.3179365

Dong X; Garratt MA; Anavatti SG; Abbass HA, 2022, 'Towards Real-Time Monocular Depth Estimation for Robotics: A Survey', IEEE Transactions on Intelligent Transportation Systems, 23, pp. 16940 - 16961, http://dx.doi.org/10.1109/TITS.2022.3160741

Liu J; Anavatti S; Garratt M; Abbass HA, 2022, 'Modified continuous Ant Colony Optimisation for multiple Unmanned Ground Vehicle path planning', Expert Systems with Applications, 196, http://dx.doi.org/10.1016/j.eswa.2022.116605

Liu J; Anavatti S; Garratt M; Tan KC; Abbass HA, 2022, 'A survey, taxonomy and progress evaluation of three decades of swarm optimisation', Artificial Intelligence Review, 55, pp. 3607 - 3725, http://dx.doi.org/10.1007/s10462-021-10095-z

Liu J; Anavatti S; Garratt M; Abbass HA, 2022, 'Multi-operator continuous ant colony optimisation for real world problems', Swarm and Evolutionary Computation, 69, http://dx.doi.org/10.1016/j.swevo.2021.100984

Dam T; Anavatti SG; Abbass HA, 2022, 'Mixture of Spectral Generative Adversarial Networks for Imbalanced Hyperspectral Image Classification', IEEE Geoscience and Remote Sensing Letters, 19, http://dx.doi.org/10.1109/LGRS.2020.3041864

Al-Mahasneh AJ; Anavatti SG; Garratt MA, 2022, 'Online Model-Free Reinforcement Learning for Output Feedback Tracking Control of a Class of Discrete-Time Systems with Input Saturation', IEEE Access, 10, pp. 104966 - 104979, http://dx.doi.org/10.1109/ACCESS.2022.3210136

Tran P; Abpeikar S; Kasmarik K; Garratt M; Anavatti S, 2022, 'Frontier Led Swarming: Robust Multi-robot coverage of Unknown Environments', Swarm and Evolutionary Computation, 75, pp. 101171, http://dx.doi.org/10.1016/j.swevo.2022.101171

Dam T; Anavatti SG; Abbass HA, 2021, 'Improving ClusterGAN Using Self-Augmented Information Maximization of Disentangling Latent Spaces', , http://arxiv.org/abs/2107.12706v2

Al-Mahasneh AJ; Anavatti SG; Garratt MA; Pratama M; Al-Mahasneh AJ, 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, 51, pp. 2525 - 2535, http://dx.doi.org/10.1109/TSMC.2019.2915950

Salman SA; Hassanein O; Anavatti S; Gadelmoula A, 2021, 'Gain-Scheduled Level Controller for FESTO MPS PA Station Tank', International Journal on Engineering Applications, 9, pp. 353 - 360, http://dx.doi.org/10.15866/irea.v9i6.20191

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, 22, pp. 430 - 442, http://dx.doi.org/10.1109/TITS.2019.2960057

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, 9, pp. 119520 - 119532, http://dx.doi.org/10.1109/ACCESS.2021.3107906

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, 3, pp. 175 - 186, http://dx.doi.org/10.1007/s42454-020-00024-w

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, 16, pp. 6518 - 6529, http://dx.doi.org/10.1109/TII.2019.2958381

Mohammadi Asl R; Shabbouei Hagh Y; Anavatti S; Handroos H, 2020, 'Adaptive finite integral non-singular terminal synergetic control of nth-order nonlinear systems', Mechanical Systems and Signal Processing, 142, http://dx.doi.org/10.1016/j.ymssp.2020.106789

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, 28, pp. 1542 - 1556, http://dx.doi.org/10.1109/TFUZZ.2019.2917808

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, 50, pp. 3059 - 3071, http://dx.doi.org/10.1109/TSMC.2018.2836922

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, 14, http://dx.doi.org/10.3389/fnins.2020.00040

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, 512, pp. 481 - 505, http://dx.doi.org/10.1016/j.ins.2019.10.001

Ali S; Al Dhaheri M; Dawson P; Anavatti S, 2020, 'Autonomous water sampling payload design', International Review of Aerospace Engineering, 13, pp. 120 - 125, http://dx.doi.org/10.15866/irease.v13i3.18374

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, 53, pp. 257 - 290, http://dx.doi.org/10.1007/s10462-018-9653-z

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

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

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

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

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, 51, pp. 5664 - 5673, http://dx.doi.org/10.1109/TSMC.2019.2956735

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


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