Professor Dongbing Gu
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Email
dgu@essex.ac.uk -
Telephone
+44 (0) 1206 874800
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Location
1NW.3.22, Colchester Campus
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Academic support hours
My Academic Support Hours will be Monday 10:00-11:00, Friday 11:00-12:00 in Autumn Term. Tuesday 11:00-13:00 in Spring Term.
Profile
Biography
Member of the Robotics Group Dongbing Gu is a professor in the School of Computer Science and Electronic Engineering. His main research interests include robotics, autonomous systems, machine learning, multi-robot systems, cooperative control, SLAM, UAVs, and process automation. He has significant research experience in developing advanced robotic technologies and his research has been funded by UK Research Councils (EPSRC), InnovateUK, Royal Society, European Commission, British Council as well as industrial companies. He has published more than 200 scientific papers in refereed books, journals and conference proceedings in his research area. He has served as general chair, programme chair, and member on scientific and organizing committees of numerous international conferences. He is a member of the editorial board of Cognitive Computation, International Journal of Modelling, Identification and Control, Frontiers in Robotics and AI: Multi-robot systems. He was the chair of Chinese Automation and Computing Society in the UK (2016-2017). He was an executive member of IET Robotics and Mechatronics Network (2012-2015).
Qualifications
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PhD University of Essex, (2004)
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MSc Beijing Institute of Technology, (1988)
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BSc Beijing Institute of Technology, (1985)
Appointments
University of Essex
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Professor, University of Essex (1/10/2012 - present)
Research and professional activities
Research interests
Machine Learning
Cooperative Control
Unmanned Aerial Vehicles
Robotics
SLAM
Autonomous Systems
Navigation, Control and Guidance
Current research
Robotics, Autonomous systems, Machine Learning, SLAM, Cooperative Control, UAVs
Conferences and presentations
From SLAM to 3D perception
Keynote presentation, Keynote at the 26th International Conference on Automation and Computing (ICAC2021), 2-4 Sep. 2021, 3/9/2021
Teaching and supervision
Current teaching responsibilities
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Robotics (CE215)
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Programming Embedded Systems (CE865)
Current supervision
Previous supervision
Degree subject: Computer Science
Degree type: Doctor of Philosophy
Awarded date: 1/5/2024
Degree subject: Computing and Electronic Systems
Degree type: Doctor of Philosophy
Awarded date: 21/8/2023
Degree subject: Computer Science
Degree type: Doctor of Philosophy
Awarded date: 11/5/2023
Degree subject: Electronic Systems Engineering
Degree type: Doctor of Philosophy
Awarded date: 6/12/2021
Degree subject: Electronic Systems Engineering
Degree type: Doctor of Philosophy
Awarded date: 18/1/2019
Degree subject: Computer Science
Degree type: Doctor of Philosophy
Awarded date: 12/4/2018
Degree subject: Computer Science
Degree type: Doctor of Philosophy
Awarded date: 20/3/2018
Degree subject: Computing and Electronic Systems
Degree type: Doctor of Philosophy
Awarded date: 7/10/2016
Degree subject: Computer Science
Degree type: Doctor of Philosophy
Awarded date: 12/12/2014
Degree subject: Computer Science
Degree type: Doctor of Philosophy
Awarded date: 24/11/2014
Degree subject: Computing and Electronic Systems
Degree type: Doctor of Philosophy
Awarded date: 25/3/2014
Publications
Journal articles (108)
Yang, H., Gu, D. and He, J., (2024). A Robust and Efficient Federated Learning Algorithm Against Adaptive Model Poisoning Attacks. IEEE Internet of Things Journal. 11 (9), 16289-16302
Feng, T. and Gu, D., (2024). RSTNet: Recurrent Spatial-Temporal Networks for Estimating Depth and Ego-Motion. IEEE Transactions on Emerging Topics in Computational Intelligence. 8 (3), 2375-2385
Chen, H., Wang, H., Ye, W. and Gu, D., (2024). Robust and Convergent Distributed Cooperative Localization with Labelled Bernoulli Random Finite Set. IEEE Sensors Journal. 24 (9), 15409-15420
Chen, H., Wang, H., Liu, Z., Gu, D. and Ye, W., (2024). HP3D-V2V: High-Precision 3D Object Detection Vehicle-to-Vehicle Cooperative Perception Algorithm. Sensors. 24 (7), 2170-2170
Hongtao, Z. and Gu, D., (2024). Deep Multi-task Learning for Animal Chest Circumference Estimation from Monocular Images. Cognitive Computation. 16 (3), 1092-1102
Chen, H., Wang, H., Liu, Z., Gu, D. and Ye, W., (2024). Correction: Chen et al. HP3D-V2V: High-Precision 3D Object Detection Vehicle-to-Vehicle Cooperative Perception Algorithm. Sensors 2024, 24, 2170. Sensors. 24 (11), 3320-3320
Wang, D., Yongxiang, D., Lian, J. and Gu, D., (2023). Adaptive End-effector Pose Control for Tomato Harvesting Robots. Journal of Field Robotics. 40 (3), 535-551
Yang, H., Gu, D. and He, J., (2023). DeMAC: Towards detecting model poisoning attacks in federated learning system. Internet of Things. 23, 100875-100875
Wang, Y., Gu, D., Ma, X., Wang, J. and Wang, H., (2023). Robust Real-Time AUV Self-Localization Based on Stereo Vision-Inertia. IEEE Transactions on Vehicular Technology. 72 (6), 1-11
Bai, X., Li, J., Zhang, C., Hu, H. and Gu, D., (2023). Distracted driving behavior recognition based on improved MobileNetV2. Journal of Electronic Imaging. 32 (05)
Guo, H. and Gu, D., (2023). Closely arranged inshore ship detection using a bi-directional attention feature pyramid network. International Journal of Remote Sensing. 44 (22), 7106-7125
Bai, X., Tan, J., Hu, H., Zhang, C. and Gu, D., (2023). SGCRNN: A ChebNet-GRU fusion model for eeg emotion recognition. Journal of Intelligent and Fuzzy Systems. 45 (6), 10545-10561
Wang, F., Li, F., Mohan, V., Dudley, R., Gu, D. and Bryant, R., (2022). An unsupervised automatic measurement of wheat spike dimensions in dense 3D point clouds for field application. Biosystems Engineering. 223, 103-114
Chen, T. and Gu, D., (2022). CSA6D: Channel-Spatial Attention Networks for 6D Object Pose Estimation. Cognitive Computation. 14 (2), 702-713
Wang, Y., Ma, X., Wang, J., Hou, S., Dai, J., Gu, D. and Wang, H., (2022). Robust AUV Visual Loop Closure Detection Based on Variational Auto-Encoder Network. IEEE Transactions on Industrial Informatics. 18 (12), 8829-8838
An, Y., Shi, J., Gu, D. and Liu, Q., (2022). Visual-LiDAR SLAM Based on Unsupervised Multi-channel Deep Neural Networks. Cognitive Computation. 14 (4), 1496-1508
Li, R., Wang, S. and Gu, D., (2021). DeepSLAM: A Robust Monocular SLAM System with Unsupervised Deep Learning. IEEE Transactions on Industrial Electronics. 68 (4), 3577-3587
Zhuang, M., Zhong, X., Gu, D., Feng, L., Zhong, X. and Hu, H., (2021). LRDNet: A lightweight and efficient network with refined dual attention decorder for real-time semantic segmentation. Neurocomputing. 459, 349-360
Wong, C., Mineo, C., Yang, E., Yan, X-T. and Gu, D., (2021). A Novel Clustering-Based Algorithm for Solving Spatially Constrained Robotic Task Sequencing Problems. IEEE-ASME Transactions on Mechatronics. 26 (5), 2294-2305
Guo, M. and Gu, D., (2021). Mixed H2/H∞ control for two quadrotors transporting a cable-suspended payload. International Journal of Modelling, Identification and Control. 38 (1), 15-15
Yang, D., Zhong, X., Gu, D., Peng, X. and Hu, H., (2020). Unsupervised framework for depth estimation and camera motion prediction from video. Neurocomputing. 385, 169-185
Yang, D., Zhong, X., Gu, D., Peng, X., Yang, G. and Zou, C., (2020). Unsupervised learning of depth estimation, camera motion prediction and dynamic object localization from video. International Journal of Advanced Robotic Systems. 17 (2), 172988142090965-172988142090965
Jasim, W. and Gu, D., (2020). Leader-follower formation suboptimal control for quadrotors. International Journal of Systems, Control and Communications. 11 (1), 25-25
Liu, Q., Li, R., Hu, H. and Gu, D., (2020). Indoor Topological Localization Based on a Novel Deep Learning Technique. Cognitive Computation. 12 (3), 528-541
Wang, Z., Wang, D. and Gu, D., (2020). Distributed Optimal State Consensus for Multiple Circuit Systems with Disturbance Rejection. IEEE Transactions on Network Science and Engineering. 7 (4), 2926-2939
Wang, D., Wang, Z., Liu, Y., Gu, D. and Wang, W., (2020). Event-triggered optimal containment control for heterogeneous multi-agent systems. Hangkong Xuebao/Acta Aeronautica et Astronautica Sinica. 41
Yu, S., Yan, F., Zhuang, Y. and Gu, D., (2020). A Deep-Learning-based Strategy for Kidnapped Robot Problem in Similar Indoor Environment. Journal of Intelligent & Robotic Systems. 100 (3-4), 765-775
Oyekan, JO., Gu, D. and Hu, H., (2020). Tracking and sensor coverage of spatio-temporal quantities using a swarm of artificial foraging agents. Journal of Bionic Engineering. 13 (4), 679-689
Guo, M., Gu, D., Zha, W., Zhu, X. and Su, Y., (2020). Controlling a Quadrotor Carrying a Cable-Suspended Load to Pass Through a Window. Journal of Intelligent and Robotic Systems. 98 (2), 387-401
Pan, Y., Guo, Z. and Gu, D., (2020). Editorial: Bioinspired Design and Control of Robots With Intrinsic Compliance.. Frontiers in Neurorobotics. 14, 64-
Wang, W., Gu, D. and Xie, G., (2019). Autonomous Optimization of Swimming Gait in a Fish Robot With Multiple Onboard Sensors. IEEE Transactions on Systems Man and Cybernetics: Systems. 49 (5), 891-903
Liu, Q., Li, R., Hu, H. and Gu, D., (2019). Using Unsupervised Deep Learning Technique for Monocular Visual Odometry. IEEE Access. 7, 18076-18088
Jasim, W. and Gu, D., (2019). Iterative linear quadratic regulator control for quadrotors leader-follower formation flight. International Journal of Modelling, Identification and Control. 31 (2), 152-160
Alothman, Y., Zha, W. and Gu, D., (2019). Incentive Stackelberg game-based path planning for payload transportation with two quadrotors. International Journal of Modelling, Identification and Control. 33 (3), 216-216
Khaliq, A., Saha, S., Bhatt, B., Gu, D. and McDonald-Maier, KD., (2019). Profi-Load: An FPGA-Based Solution for Generating Network Load in Profinet Communication.. CoRR. abs/1905.00247
Feng, T. and Gu, D., (2019). SGANVO: Unsupervised Deep Visual Odometry and Depth Estimation With Stacked Generative Adversarial Networks. IEEE Robotics and Automation Letters. 4 (4), 4431-4437
Jasim, W. and Gu, D., (2018). Robust Team Formation Control for Quadrotors. IEEE Transactions on Control Systems Technology. 26 (4), 1516-1523
Li, R., Gu, D., Liu, Q., Long, Z. and Hu, H., (2018). Semantic Scene Mapping with Spatio-temporal Deep Neural Network for Robotic Applications. Cognitive Computation. 10 (2), 260-271
Li, R., Liu, Q., Gui, J., Gu, D. and Hu, H., (2018). Indoor Relocalization in Challenging Environments With Dual-Stream Convolutional Neural Networks. IEEE Transactions on Automation Science and Engineering. 15 (2), 651-662
Jasim, W. and Gu, D., (2018). Robust path tracking control for quadrotors with experimental validation. International Journal of Modelling, Identification and Control. 29 (1), 1-1
Li, R., Wang, S. and Gu, D., (2018). Ongoing Evolution of Visual SLAM from Geometry to Deep Learning: Challenges and Opportunities. Cognitive Computation. 10 (6), 875-889
Zhang, C., Hu, H., Gu, D. and Wang, J., (2017). Cascaded control for balancing an inverted pendulum on a flying quadrotor. Robotica. 35 (6), 1263-1279
Zha, W., Chen, J., Peng, Z. and Gu, D., (2017). Construction of Barrier in a Fishing Game With Point Capture. IEEE Transactions on Cybernetics. 47 (6), 1409-1422
Zhao, L., Zhao, Q., Liu, H., Lv, P. and Gu, D., (2017). Structural sparse representation-based semi-supervised learning and edge detection proposal for visual tracking. Visual Computer. 33 (9), 1169-1184
Zhang, W., Zhu, J. and Gu, D., (2017). Identification of robotic systems with hysteresis using Nonlinear AutoRegressive eXogenous input models. International Journal of Advanced Robotic Systems. 14 (3), 172988141770584-172988141770584
Alothman, Y., Guo, M. and Gu, D., (2017). Using iterative LQR to control two quadrotors transporting a cable-suspended load. IFAC Proceedings Volumes (IFAC-PapersOnline). 50 (1), 4324-4329
Guo, M., Gu, D. and Su, Y., (2017). Mixed H₂/H∞ Tracking Control with Constraints for Single Quadcopter Carrying a Cable-suspended Payload. IFAC Proceedings Volumes (IFAC-PapersOnline). 50 (1), 4869-4874
Guo, M., Su, Y. and Gu, D., (2017). System identification of the quadrotor with inner loop stabilisation system. International Journal of Modelling, Identification and Control. 28 (3), 245-245
Wang, S., Gu, D., Chen, L. and Hu, H., (2016). Single Beacon based Localization with Constraints and Unknown Initial Poses. IEEE Transactions on Industrial Electronics. 63 (4), 2229-2241
Chen, J., Zha, W., Peng, Z. and Gu, D., (2016). Multi-player pursuit–evasion games with one superior evader. Automatica. 71, 24-32
Tan, C., Zhu, X., Su, Y., Wang, Y., Wu, Z. and Gu, D., (2016). A low-cost centimeter-level acoustic localization system without time synchronization. Measurement. 78, 73-82
Zhou, H., Gu, D., Wang, L. and Fei, M., (2016). Editorial: Special issue: Life system modeling and simulation. Neurocomputing. 174, 454-455
Liu, Q., Li, R., Hu, H. and Gu, D., (2016). Extracting Semantic Information from Visual Data: A Survey. Robotics. 5 (1), 8-8
Yang, S., Sun, T., Huang, T., Li, Q. and Gu, D., (2016). A finite screw approach to type synthesis of three-DOF translational parallel mechanisms. Mechanism and Machine Theory. 104, 405-419
Lv, P., Zhao, QJ. and Gu, DB., (2016). Tracking non-rigid target via dynamic discriminative geodesic active contours. Journal of Information Science and Engineering. 32 (4), 903-930
Tan, C., Zhu, X., Su, Y., Wang, Y., Wu, Z. and Gu, D., (2015). A New Analytic Alignment Method for a SINS. Sensors. 15 (11), 27930-27953
Zhai, X., Appiah, K., Ehsan, S., Howells, G., Hu, H., Gu, D. and McDonald-Maier, KD., (2015). A Method for Detecting Abnormal Program Behavior on Embedded Devices. IEEE Transactions on Information Forensics and Security. 10 (8), 1692-1704
Zhai, X., Appiah, K., Ehsan, S., Howells, G., Hu, H., Gu, D. and McDonald-Maier, K., (2015). Exploring ICMetrics to detect abnormal program behaviour on embedded devices. Journal of Systems Architecture. 61 (10), 567-575
Gui, J., Gu, D., Wang, S. and Hu, H., (2015). A review of visual inertial odometry from filtering and optimisation perspectives. Advanced Robotics. 29 (20), 1289-1301
Chen, L., Wang, S., Hu, H., Gu, D. and Liao, L., (2015). Improving Localization Accuracy for an Underwater Robot With a Slow-Sampling Sonar Through Graph Optimization. IEEE Sensors Journal. 15 (9), 5024-5035
Chen, Y., Li, Y., Hu, H., Zhang, J., Gu, D. and Xu, P., (2015). Computational Intelligence Approaches to Robotics, Automation, and Control. Mathematical Problems in Engineering. 2015, 1-1
Guo, W., Zhao, Q. and Gu, D., (2015). Visual Tracking Using an Insect Vision Embedded Particle Filter. Mathematical Problems in Engineering. 2015, 1-16
Chen, Y., Li, Y., Hu, H., Zhang, J., Gu, D. and Xu, P., (2015). Editorial: Computational Intelligence Approaches to Robotics, Automation, and Control. Mathematical problems in engineering. 2015, 1-1
Wang, S., Chen, L., Gu, D. and Hu, H., (2014). An optimization based Moving Horizon Estimation with application to localization of Autonomous Underwater Vehicles. Robotics and Autonomous Systems. 62 (10), 1581-1596
Oyekan, J., Gu, D. and Hu, H., (2014). A model for using self-organized agents to visually map environmental profiles. Ecological Complexity. 19, 68-79
Xu, W., Zhao, Q. and Gu, D., (2014). Fragmentation handling for visual tracking. Signal, Image and Video Processing. 8 (8), 1639-1649
Piña-García, CA. and Gu, D., (2014). Sampling Emerging Social Behavior in Facebook Using Random Walk Models. Intelligent Systems Reference Library. 53, 185-196
Wang, S., Chen, L., Gu, D. and Hu, H., (2014). Cooperative localization of AUVs using moving horizon estimation. IEEE/CAA Journal of Automatica Sinica. 1 (1), 68-76
Su, Y., Zhao, Q., Zhao, L. and Gu, D., (2014). Abrupt motion tracking using a visual saliency embedded particle filter. Pattern Recognition. 47 (5), 1826-1834
Oyekan, J., Gu, D. and Hu, H., (2013). Visual Imaging of Invisible Hazardous Substances Using Bacterial Inspiration. IEEE Transactions on Systems, Man, and Cybernetics: Systems. 43 (5), 1105-1115
Damuut, LP. and Gu, D., (2013). MGA: A Solution Strategy to the Sensor Selection Problem in WSNs. International Journal of Simulation Systems Science & Technology. 14 (5), 34-41
Piña-García, CA. and Gu, D., (2013). Spiraling Facebook: an alternative Metropolis–Hastings random walk using a spiral proposal distribution. Social Network Analysis and Mining. 3 (4), 1403-1415
Damuut, LP. and Gu, D., (2013). A case study of event detection performance measure in WSNs using gini index. Sensors and Transducers. 152 (5), 51-59
Dongbing Gu and Huosheng Hu, (2012). Spatial Gaussian Process Regression With Mobile Sensor Networks. IEEE Transactions on Neural Networks and Learning Systems. 23 (8), 1279-1290
Wang, Z. and Gu, D., (2012). Cooperative Target Tracking Control of Multiple Robots. IEEE Transactions on Industrial Electronics. 59 (8), 3232-3240
Gu, D., (2011). A Game Theory Approach to Target Tracking in Sensor Networks. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics). 41 (1), 2-13
Lu, B., Oyekan, J., Gu, D., Hu, H. and Nia, HFG., (2011). Mobile sensor networks for modelling environmental pollutant distribution. International Journal of Systems Science. 42 (9), 1491-1505
Oyekan, J., Hu, H. and Gu, D., (2011). A bio-inspired controller for unmanned aerial vehicles in chemical cloud coverage. Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering. 225 (6), 770-778
Oyekan, J., Hu, H. and Gu, D., (2011). A bio-inspired controller for unmanned aerial vehicles in chemical cloud coverage. Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering. 225 (6), 770-778
Oyekan, J., Hu, H. and Gu, D., (2010). Bio-Inspired Coverage of Invisible Hazardous Substances in the Environment. International Journal of Information Acquisition. 07 (03), 193-204
Gu∗, D. and Hu∗, H., (2009). TARGET TRACKING BY USING PARTICLE FILTER IN SENSOR NETWORKS. International Journal of Robotics and Automation. 24 (3), 169-176
Gu, D. and Hu, H., (2009). Distributed network-based formation control. International Journal of Systems Science. 40 (5), 539-552
Gu, D. and Hu, H., (2009). A model predictive controller for robots to follow a virtual leader. Robotica. 27 (6), 905-913
Gu, D., Liu, J. and Hu, H., (2009). A Behavior Based Control and Learning Approach to Real Robots. Studies in Computational Intelligence. 177, 171-186
Yang, E. and Gu, D., (2009). Multi-robot systems with agent-based reinforcement learning: evolution, opportunities and challenges. International Journal of Modelling, Identification and Control. 6 (4), 271-271
Wang, Z. and Gu, D., (2009). Distributed leader‐follower flocking control. Asian Journal of Control. 11 (4), 396-406
Dongbing Gu and Zongyao Wang, (2009). Leader–Follower Flocking: Algorithms and Experiments. IEEE Transactions on Control Systems Technology. 17 (5), 1211-1219
Gu, D. and Hu, H., (2009). A model predictive controller for robots to follow a virtual leader. Robotica. 27 (04), 905-913
Dongbing Gu, (2008). Distributed EM Algorithm for Gaussian Mixtures in Sensor Networks. IEEE Transactions on Neural Networks. 19 (7), 1154-1166
Gu, D., (2008). A Differential Game Approach to Formation Control. IEEE Transactions on Control Systems Technology. 16 (1), 85-93
Gu, D. and Hu, H., (2008). Using Fuzzy Logic to Design Separation Function in Flocking Algorithms. IEEE Transactions on Fuzzy Systems. 16 (4), 826-838
SAMPERIO, R., HU, H. and GU, D., (2008). IMPLEMENTATION OF A LOCALIZATION-ORIENTED HRI FOR WALKING ROBOTS IN THE ROBOCUP ENVIRONMENT. International Journal of Information Acquisition. 05 (04), 331-347
Gu, D. and Hu, H., (2007). Integration of Coordination Architecture and Behavior Fuzzy Learning in Quadruped Walking Robots. IEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews). 37 (4), 670-681
Yang, E. and Gu, D., (2007). Nonlinear Formation-Keeping and Mooring Control of Multiple Autonomous Underwater Vehicles. IEEE/ASME Transactions on Mechatronics. 12 (2), 164-178
Yang, E., Xiang, H., Gu, D. and Zhang, Z., (2007). A comparative study of genetic algorithm parameters for the inverse problem-based fault diagnosis of liquid rocket propulsion systems. International Journal of Automation and Computing. 4 (3), 255-261
Gu, D. and Yang, E., (2007). Fuzzy policy reinforcement learning in cooperative multi-robot systems. Journal of Intelligent and Robotic Systems: Theory and Applications. 48 (1), 7-22
Dongbing Gu and Huosheng Hu, (2006). Receding horizon tracking control of wheeled mobile robots. IEEE Transactions on Control Systems Technology. 14 (4), 743-749
Pisokas, J., Gu, D. and Hu, H., (2006). Learning to plan for robots using generalized representations. Industrial Robot: An International Journal. 33 (4), 270-277
Dongbing Gu and Huosheng Hu, (2005). A stabilizing receding horizon regulator for nonholonomic mobile robots. IEEE Transactions on Robotics. 21 (5), 1022-1028
Hu, H. and Gu, D., (2005). Hybrid learning architecture for fuzzy control of quadruped walking robots. International Journal of Intelligent Systems. 20 (2), 131-152
Gu, D. and Hu, H., (2005). Teaching robots to plan through Q-learning. Robotica. 23 (2), 139-147
Gu, D-B. and Sun, J-X., (2005). EM image segmentation algorithm based on an inhomogeneous hidden MRF model. IEE Proceedings - Vision, Image, and Signal Processing. 152 (2), 184-184
Sun, J., Gu, D., Zhang, S. and Chen, Y., (2004). Hidden Markov Bayesian texture segmentation using complex wavelet transform. IEE Proceedings - Vision, Image, and Signal Processing. 151 (3), 215-215
Sun, J., Gu, D., Chen, Y. and Zhang, S., (2004). A multiscale edge detection algorithm based on wavelet domain vector hidden Markov tree model. Pattern Recognition. 37 (7), 1315-1324
Gu, D. and Hu, H., (2002). Neural predictive control for a car-like mobile robot. Robotics and Autonomous Systems. 39 (2), 73-86
Hu, H. and Gu, D., (2001). Reactive behaviours and agent architecture for Sony legged robots to play football. Industrial Robot: An International Journal. 28 (1), 45-54
Hu, H. and Gu, D., (2000). Landmark‐based navigation of industrial mobile robots. Industrial Robot: An International Journal. 27 (6), 458-467
Hu, H., Gu, D. and Brady, M., (1998). A modular computing architecture for autonomous robots. Microprocessors and Microsystems. 21 (6), 349-361
Books (2)
Jasim, W. and Gu, D., (2014). H ∞ Path Tracking Control for Quadrotors Based on Quaternion Representation. Springer International Publishing. 9783319104003
Liu, H., Gu, D., Howlett, R. and Liu, Y., (2010). Robot Intelligence: an Advanced Knowledge Processing Approach. Springer. 9781849963305
Book chapters (9)
Jasim, W. and Gu, D., (2017). The quaternions with an application of quadrotors team formation. In: Mathematical Research Summaries. 287- 288
Jasim, W. and Gu, D., (2017). The quaternions with an application of quadrotors team formation. In: Quaternions: Theory and Applications. 153- 200
Jasim, WM. and Gu, D., (2014). H ? Path Tracking Control for Quadrotors Based on Quaternion Representation. In: Advances in Autonomous Robotics Systems. Editors: Mistry, M., Leonardis, A., Witkowski, M. and Melhuish, C., . Springer. 72- 84
Theodoridis, T., Hu, H., McDonald-Maier, K. and Gu, D., (2013). Kinect Enabled Monte Carlo Localisation for a Robotic Wheelchair. In: Frontiers of Intelligent Autonomous Systems. Editors: Lee, S., Yoon, K-J. and Lee, J., . Springer Berlin Heidelberg. 17- 27. 9783642354847
Gu, D., (2012). Environmental function modeling with sparse gaussian process regression. In: Nonlinear Estimation and Applications to Industrial Systems Control. 287- 300
Hu, H., Oyekan, J. and Gu, D., (2011). A School of Robotic Fish for Pollution Detection in Port. In: Biologically Inspired Robotics. Editors: Liu, D. and Sun, Y., . CRC Press. 85- 104. 9781439854884
Wang, Z. and Gu, D., (2010). A Leader-Follower Flocking System Based on Estimated Flocking Center. In: Advanced Information and Knowledge Processing. Springer London. 191- 208. 9781849963282
Oyekan, J., Lu, B., Li, B., Gu, D. and Hu, H., (2010). A Behavior Based Control System for Surveillance UAVs. In: Advanced Information and Knowledge Processing. Springer London. 209- 228. 9781849963282
Chen, L., Wang, S., Hu, H., Gu, D. and Dukes, I., (2008). Voice-directed autonomous navigation of a smart-wheelchair. In: Smart Wheelchairs and Brain-Computer Interfaces. Elsevier. 405- 424. 9780128128923
Conferences (130)
Zhu, J., Zhu, X., Borowski, M., Zhang, H., Pal, C., Saha, S., Gu, D., McDonald-Maier, KD. and Zhai, X., (2024). NIRVANA: Non-Invasive Real-Time VulnerAbility ANAlysis for RISC-V Processor
Zhang, H., Gu, D. and Liang, K., (2024). A Breeding Animal Detection Method from Images With Grided Heatmaps
He, J., Yang, H. and Gu, D., (2023). Towards defending adaptive backdoor attacks in Federated Learning
Bai, X., Tan, J., Hu, H., Zhang, C. and Gu, D., (2023). Multi-modal Physiological Signal Fusion for Emotion Classification: A Multi-Head Attention Approach
Chen, T. and Gu, D., (2023). 6D Object Pose Tracking with Optical Flow Network for Robotic Manipulation
Yang, H., Gu, D. and He, J., (2023). Towards Unified, Practical Evaluation of Model Poisoning Attacks and Defence in Federated Learning
Geer, L., Gu, D., Wang, F., Mohan, V. and Dowling, R., (2022). Novel Software Architecture for an Autonomous Agricultural Robotic Fruit Harvesting System
Chen, T. and Gu, D., (2021). 6D Object Pose Estimation with Attention Networks
Sun, Y., Pu, D., Gu, D., Gan, JQ. and Yang, K., (2020). A Rough Set Classifier Based on Discretization and Attribute Selection
Wang, R., Zha, W., Meng, X., Meng, F., Wu, Y., Ge, J. and Gu, D., (2020). Semantic Ground Plane Constraint in Visual SLAM for Indoor Scenes
Alothman, Y. and Gu, D., (2019). Using Constrained Model Predictive Control to Control Two Quadrotors Transporting a Cable-Suspended Payload
Zhu, Z., Hu, H. and Gu, D., (2019). Robot Performing Peg-in-Hole Operations by Learning from Human Demonstration
Khaliq, A., Saha, S., Bhatt, B., Gu, D. and McDonald-Maier, K., (2019). Profi-Load: An FPGA-Based Solution for Generating Network Load in Profinet Communication
Wong, C., Yang, E., Yan, X-T. and Gu, D., (2019). An Optimal Approach to Anytime Task and Path Planning for Autonomous Mobile Robots in Dynamic Environments
Yu, L., Yang, E., Ren, P., Luo, C., Dobie, G., Gu, D. and Yan, X., (2019). Inspection Robots in Oil and Gas Industry: a Review of Current Solutions and Future Trends
Li, R., Wang, S., Long, Z. and Gu, D., (2018). UnDeepVO: Monocular Visual Odometry Through Unsupervised Deep Learning
Wong, C., Yang, E., Yan, X-T. and Gu, D., (2018). Optimal Path Planning Based on a Multi-Tree T-RRT* Approach for Robotic Task Planning in Continuous Cost Spaces
Alothman, Y. and Gu, D., (2018). Incentive Stackelberg Dynamic Game Approach to Transporting a Cable-Suspended Load with Two Quadrotors
Alothman, Y. and Gu, D., (2018). Using Constrained NMPC to Control a Cable-Suspended Payload With Two Quadrotors
Wong, C., Yang, E., Yan, X-T. and Gu, D., (2017). Adaptive and intelligent navigation of autonomous planetary rovers - A survey
Wong, C., Yang, E., Yan, X-T. and Gu, D., (2017). An overview of robotics and autonomous systems for harsh environments
Liu, Q., Li, R., Hu, H. and Gu, D., (2016). Using semantic maps for room recognition to aid visually impaired people
Li, R., Liu, Q., Gui, J., Gu, D. and Hu, H., (2016). Night-time indoor relocalization using depth image with Convolutional Neural Networks
Li, R., Liu, Q., Gui, J., Gu, D. and Hu, H., (2016). A novel RGB-D SLAM algorithm based on points and plane-patches
Liu, Q., Li, R., Hu, H. and Gu, D., (2016). Building semantic maps for blind people to navigate at home
Alothman, Y. and Gu, D., (2016). Quadrotor transporting cable-suspended load using iterative Linear Quadratic regulator (iLQR) optimal control
(2016). Preface
Gui, J., Gu, D. and Hu, H., (2015). Pose estimation using visual entropy
Zhao, C., Hu, H. and Gu, D., (2015). Building a grid-point cloud-semantic map based on graph for the navigation of intelligent wheelchair
Gui, J., Gu, D. and Hu, H., (2015). Robust direct visual inertial odometry via entropy-based relative pose estimation
Alothman, Y., Jasim, W. and Gu, D., (2015). Quad-rotor lifting-transporting cable-suspended payloads control
Jasim, W. and Gu, D., (2015). Integral backstepping controller for quadrotor path tracking
Lv, P., Zhao, Q. and Gu, D., (2015). Segmenting similar shapes via weighted group-similarity active contours
Jianjun, G. and Dongbing, G., (2015). A direct visual-inertial sensor fusion approach in multi-state constraint Kalman filter
(2015). Preface
Li, R., Wei, L., Gu, D., Hu, H. and McDonald-Maier, KD., (2014). Multi-layered map based navigation and interaction for an intelligent wheelchair
Zhai, X., Appiah, K., Ehsan, S., Cheung, WM., Howells, G., Hu, H., Gu, D. and McDonald-Maier, K., (2014). Detecting Compromised Programs for Embedded System Applications
Tahir, H., Howells, G., Hu, H., Gu, D. and Mcdonald-Maier, K., (2014). On Secure Group Admission Control Using ICMetrics
Tahir, H., Howells, G., Hu, H., Gu, D. and Mcdonald-Maier, K., (2014). On the Incorporation of Secure Filter in ICMetrics Group Communications
Wang, S., Chen, L., Gu, D. and Hu, H., (2014). Single beacon based multi-robot cooperative localization using Moving Horizon Estimation
Lv, P., Zhao, Q. and Gu, D., (2014). Contour tracking via on-line discriminative active contours
Bowen Lu, Dongbing Gu and Huosheng Hu, (2014). Tracking and modeling of spatio-temporal fields with a mobile sensor network
Sen Wang, Ling Chen, Dongbing Gu and Hu, H., (2014). Vision-aided inertial navigation using three-view geometry
Jasim, W. and Gu, D., (2014). H<inf>∞</inf> for quadrotor attitude stabilization
Jasim, W. and Gu, D., (2014). H? for quadrotor attitude stabilization
Daamut, LP. and Gu, D., (2014). SSED: A Framework for Sensor Selection in Event-Driven WSNs
Jasim, W. and Gu, D., (2014). H∞ Control for Quadrotor Attitude Stabilization
Zhai, X., Appiah, K., Ehsan, S., Hu, H., Gu, D., McDonald-Maier, K., Cheung, WM. and Howells, G., (2013). Application of ICmetrics for Embedded System Security
Appiah, K., Zhai, X., Ehsan, S., Cheung, WM., Hu, H., Gu, D., McDonald-Maier, K. and Howells, G., (2013). Program Counter as an Integrated Circuit Metrics for Secured Program Identification
Tahir, R., Hu, H., Gu, D., McDonald-Maier, K. and Howells, G., (2013). A Scheme for the Generation of Strong ICMetrics Based Session Key Pairs for Secure Embedded System Applications
Tahir, R., Hu, H., Gu, D., McDonald-Maier, K. and Howells, G., (2013). A scheme for the generation of strong cryptographic key pairs based on ICMetrics
Tahir, R., Hu, H., Gu, D., McDonald-Maier, K. and Howells, G., (2013). Resilience against brute force and rainbow table attacks using strong ICMetrics session key pairs
Sen Wang, Ling Chen, Huosheng Hu and Dongbing Gu, (2013). Single beacon based localization of AUVs using moving Horizon estimation
Pina-Garcia, CA. and Gu, D., (2013). Collecting Random Samples from Facebook: An Efficient Heuristic for Sampling Large and Undirected Graphs via a Metropolis-Hastings Random Walk
Oyekan, J., Dongbing Gu and Huosheng Hu, (2013). Stochastic ant agent for priority-based coverage
Damuut, LP., Ngobigha, F. and Gu, D., (2013). Applying T-norm fuzzy logic to the sensor selection problem in WSNs
Damuut, LP. and Gu, D., (2013). A Mixed Genetic Algorithm Strategy to Sensor Selection Problem in WSNs
Damuut, LP. and Dongbing Gu, (2013). On redundancy identification in randomly deployed WSNs, another perspective
Theodoridis, T., Hu, H., McDonald-Maier, K. and Gu, D., (2013). A recursive Bayesian filter for landmark-based localisation of a wheelchair robot
Kovalchuk, Y., McDonald-Maier, K., Howells, G., Gu, D. and Hu, H., (2013). A practical proposal for ensuring the provenance of hardware devices and their safe operation
Oyekan, J., Gu, D. and Hu, H., (2013). Stochastic ant agent for priority-based coverage
Zhai, X., Appiah, K., Ehsan, S., Cheung, WM., Hu, H., Gu, D., McDonald-Maier, K. and Howells, G., (2013). A Self-Organising Map Based Algorithm for Analysis of ICmetrics Features
Kovalchuk, Y., Hu, H., Gu, D., McDonald-Maier, K. and Howells, G., (2012). ICmetrics for Low Resource Embedded Systems
Kovalchuk, Y., Hu, H., Gu, D., McDonald-Maier, K., Newman, D., Kelly, S. and Howells, G., (2012). Investigation of Properties of ICmetrics Features
Lu, B., Gu, D., Hu, H. and McDonald-Maier, K., (2012). Sparse Gaussian Process for Spatial Function Estimation with Mobile Sensor Networks
Theodoridis, T., Hu, H., McDonald-Maier, K. and Gu, D., (2012). Kinect Enabled Monte Carlo Localisation for a Robotic Wheelchair
Pina-Garcia, CA. and Gu, D., (2012). Scraping global threats in Facebook through movement patterns generated by random walks
Lu, B., Gu, D. and Hu, H., (2012). Spatial function estimation using Gaussian process with sparse history data in mobile sensor networks
Oyekan, J., Gu, D. and Hu, H., (2012). Hazardous substance source seeking in a diffusion based noisy environment
Oyekan, J., Gu, D. and Hu, H., (2011). Towards a Multi-peclet Number Pollution Monitoring Algorithm
Pina-Garcia, CA., Gu, D. and Hu, H., (2011). A Composite Random Walk for Facing Environmental Uncertainty and Reduced Perceptual Capabilities
Gu, D. and Hu, H., (2011). Renyi Entropy based Target Tracking in Mobile Sensor Networks
Gu, D. and Hu, H., (2011). Active Learning of Gaussian Processes for Spatial Functions in Mobile Sensor Networks
Oyekan, J., Hu, H. and Gu, D., (2011). A novel bio-inspired distributed coverage controller for pollution monitoring
Lu, B., Gu, D. and Hu, H., (2011). Distributed least square support vector regression for environmental field estimation
Pina-Garcia, CA. and Gu, D., (2011). Using Sequences of Knots as a Random Search
Oyekan, J., Lu, B., Hu, H. and Gu, D., (2011). Using CFD in robotic simulators for pollution monitoring
Bowen Lu, Dongbing Gu and Huosheng Hu, (2010). Environmental field estimation of mobile sensor networks using support vector regression
Dongbing Gu and Huosheng Hu, (2010). Distributed minimax filter for tracking and flocking
Sun, J., Hao, D., Hao, L., Yang, H. and Gu, D., (2010). A digital image inpainting method based on multiscale markov random field
Wang, Z., Gu, D., Meng, T. and Zhao, Y., (2010). Consensus Target Tracking in Multi-robot Systems
Oyekan, J., Hu, H. and Gu, D., (2010). Exploiting bacterial swarms for optimal coverage of dynamic pollutant profiles
Oyekan, J., Hu, H. and Gu, D., (2009). Exploiting bacteria swarms for pollution mapping
Zongyao Wang, Dongbing Gu and Huosheng Hu, (2009). Leader-follower flocking experiments using estimated flocking center
Wang, R., Gu, D., Liu, G. and Sun, J., (2009). A multi-scale image inpainting algorithm based on GMRF model
Kapse, A., Dongbing Gu and Zhen Hu, (2009). Using cricket sensor nodes for Pioneer robot localization
Junxi Sun, Dong Cui, Dongbing Gu, Hua Cai and Guangwen Liu, (2009). Empirical analysis of AdaBoost algorithms on license plate detection
Cui, D., Gu, D., Cai, H. and Sun, J., (2009). License plate detection algorithm based on gentle AdaBoost algorithm with a cascade structure
Sun, J., Defang Hao, Gu, D., Guangwen Liu and Hua Cai, (2009). An interactive image inpainting algorithm based on Markov Random Field
Zongyao Wang and Dongbing Gu, (2008). A local sensor based leader-follower flocking system
Dongbing Gu, Junxi Sun, Zhen Hu and Hongzuo Li, (2008). Consensus based distributed particle filter in sensor networks
Dongbing Gu and Zongyao Wang, (2008). Distributed regression over sensor networks: An support vector machine approach
Zhen Hu, Dongbing Gu, Zhengxun Song and Hongzuo Li, (2008). Localization in wireless sensor networks using a mobile anchor node
Junxi Sun, Dongbing Gu, Hua Cai, Guangwen Liu and Guangqiu Chen, (2008). Bayesian document segmentation based on complex wavelet domain hidden Markov tree models
Yang, E. and Gu, D., (2007). An Integrated Fuzzy and Learning Approach to Performance Improvement of Model-Based Multi-Agent Robotic Control Systems
Wang, Z. and Gu, D., (2007). Fuzzy Control of Distributed Flocking System
Gu, D., (2007). Distributed Particle Filter for Target Tracking
Wang, Z. and Gu, D., (2007). Distributed Cohesion Control for Leader-follower Flocking
Zhang, S., Hu, H. and Gu, D., (2007). A Data-driven 3D Animation System for Tele-Rehabilitation
Jindong Liu, Huosheng Hu and Dongbing Gu, (2006). RL-based Optimisation of Robotic Fish Behaviours
Liu, J., Hu, H. and Gu, D., (2006). A Hybrid Control Architecture for Autonomous Robotic Fish
Yang, E., Gu, D. and Hu, H., (2006). Performance Improvement for Formation-Keeping Control Using a Neural Network HJI Approach
Yang, E. and Gu, D., (2006). A Multiagent Fuzzy Policy Reinforcement Learning Algorithm with Application to Leader-Follower Robotic Systems
Sisto, M. and Gu, D., (2006). A Fuzzy Leader-Follower Approach to Formation Control of Multiple Mobile Robots
Santi-Jones, P. and Gu, D., (2006). Static face detection and emotion recognition with FPGA support
Erfu Yang, Dongbing Gu and Huosheng Hu, (2005). Nonsingular formation control of cooperative mobile robots via feedback linearization
Yang, E., Gu, D. and Hu, H., (2005). Improving the formation-keeping performance of multiple autonomous underwater robotic vehicles
Dongbing Gu and Erfu Yang, (2005). A suboptimal model predictive formation control
Gu, D. and Hu, H., (2005). Fuzzy multi-agent cooperative Q-learning
Yang, E. and Gu, D., (2005). A survey on multiagent reinforcement learning towards multi-robot systems
Gu, D. and Yang, E., (2005). Fuzzy policy gradient reinforcement learning for leader-follower systems
Gu, D. and Hu, H., (2004). Model predictive control for simultaneous robot tracking and regulation
Gu, D. and Hu, H., (2004). Teaching robots to coordinate its behaviours
Gu, D. and Hu, H., (2004). Unicycle-like vehicle parking via receding horizon control
Dongbing Gu and Huosheng Hu, (2004). Accuracy based fuzzy Q-learning for robot behaviours
Gu, D. and Yang, E., (2004). A policy gradient reinforcement learning algorithm with fuzzy function approximation
Sun, J. and Gu, D., (2004). Bayesian image segmentation based on an inhomogeneous hidden Markov random field
Dongbing Gu, Huosheng Hu, Reynolds, J. and Tsang, E., (2003). GA-based learning in behaviour based robotics
Dongbing Gu, Huosheng Hu and Spacek, L., (2003). Learning fuzzy logic controller for reactive robot behaviours
ROBOTS, W., Gu, D. and Hu, H., (2002). REINFORCEMENT LEARNING OF FUZZY LOGIC CONTROLLERS FOR QUADRUPED
Gu, D. and Hu, H., (2002). Evolving Fuzzy Logic Controllers for Sony Legged Robots
Hu, H., Gu, D., Golubovic, D., Li, B. and Liu, Z., (2002). Essex Rovers 2001 Team Description
Hu, H., Gu, D. and Li, B., (2001). Essex Rovers Team Description
Gu, D. and Hu, H., (2000). Wavelet neural network based predictive control for mobile robots
Hu, H. and Gu, D., (1999). Landmark-based navigation of mobile robots in manufacturing
Gu, D. and Du, Z., (1999). Path planning for autonomous guided vehicles
Hu, H., Gu, D. and Brady, JM., (1998). <title>Outdoor navigation of a mobile robot with multiple sensors</title>
Gu, D. and Song, Z., (1998). <title>Laser-scanner-based self-localization for autonomous mobile robots using neural network</title>
Hu, H., Gu, D. and Brady, M., (1997). Navigation and guidance of an intelligent mobile robot
Gu, DB., Li, HZ. and Chen, GF., (1997). Optical fiber noncontact measurement for the thread
Reports and Papers (1)
Khaliq, A., Bhatt, SSB., Gu, D., Howells, G. and McDonald-Maier, K., (2019). FLAG: A Framework for FPGA-based LoAd Generation in Profinet Communication
Grants and funding
2024
Contract Research Innovation Voucher with TG0
Tangi0 Ltd
2022
SCARLETT- SCAlable, structured and Resource efficient indoor Robotic harvesting of LETTuce
Innovate UK (formerly Technology Strategy Board)
Allpress Farms Ltd KTP application
Innovate UK (formerly Technology Strategy Board)
2021
Versatile-Configurable,Smart Indoor harvesting of 'Aubergine,Tomato and Strawberry' crops
Innovate UK (formerly Technology Strategy Board)
Visual Building Fire Protection System (VFPS)
Fisk Group
Visual Building Fire Protection System (VFPS)
Fisk Group
2020
Developing code for shape identification in dense 3D point clouds
National Physical Laboratory
2018
Flakt Woods Ltd is the group Centre of Excellence for the design, development, manufacture, marketing and distribution of axial flow fans.
Innovate UK (formerly Technology Stategy Board)
Development of novel functions for wearable technology to be deployed in healthcare applications
Innovate UK (formerly Technology Strategy Board)
Flakt Woods Ltd is the group Centre of Excellence for the design, development, manufacture, marketing and distribution of axial flow fans.
Flakt Woods
2017
Novel Systems for measuring contents of agricultural feed bins
Farm Energy & Control Services Ltd
2016
INCASE
INTERREG IVA
67% - The development of a robotic operated sample preparation and delivery system to an automated viscometer for petroleum, cellulose and other polymer samples - to increase delivery speed, quality and increase throughput.
Technology STrategy Board
33% - The development of a robotic operated sample preparation and delivery system to an automated viscometer for petroleum, cellulose and other polymer samples - to increase delivery speed, quality and increase throughput.
Poulten, Selfe & Lee Ltd
2015
67% To Develop the Capability to Design and Produce Intelligent Wearable Electronic Products which can be used for Monitoring Health...
Technology STrategy Board
33% To Develop the Capability to Design and Produce Intelligent Wearable Electronic Products which can be used for Monitoring Health...
August International Ltd
50% - To develop a next generation control system for permanent magnet AC motors and embed the capability to extend the range and tailor solutions in the future
Technology STrategy Board
50% - To develop a next generation control system for permanent magnet AC motors and embed the capability to extend the range and tailor solutions in the future
Flakt Woods UK Ltd
2014
EDECT
INTERREG IVA
Empowerment of Disabled People through Ethics in Care & Tech (EDECT)
INTERREG IVA
2012
ECROBOT
European Commission (FP7)
Cooperative autonomy of micro aerial vehicles
British Council
COALAS
INTERREG IVA
2010
67% To Develop a Vision System
Technology STrategy Board
33% To Develop a Vision System
Triton Electronics
2009
SHOAL Project
European Commission
Contact
Academic support hours:
My Academic Support Hours will be Monday 10:00-11:00, Friday 11:00-12:00 in Autumn Term. Tuesday 11:00-13:00 in Spring Term.