People

Professor Dongbing Gu

Professor
School of Computer Science and Electronic Engineering (CSEE)
Professor Dongbing Gu
  • Email

  • Telephone

    +44 (0) 1206 874800

  • Location

    1NW.3.22, Colchester Campus

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

  • PhD University of Essex (2004)

  • MSc Beijing Institute of Technology (1988)

  • BSc Beijing Institute of Technology (1985)

Appointments

University of Essex

  • 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

Teaching and supervision

  • Robotics (CE215)

  • Advanced Embedded Systems Design (CE323)

  • Advanced Embedded Systems Design (CE860)

  • Robotics (CE215)

  • Advanced Embedded Systems Design (CE323)

  • Advanced Embedded Systems Design (CE860)

Publications

Journal articles (75)

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

Zhang, C., Hu, H., Gu, D. and Wang, J., (2017). Cascaded control for balancing an inverted pendulum on a flying quadrotor. Robotica. 35 (06), 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

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

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

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, W., Gu, D. and Xie, G., (2017). Autonomous Optimization of Swimming Gait in a Fish Robot With Multiple Onboard Sensors. IEEE Transactions on Systems Man and Cybernetics: Systems, 1-13

Oyekan, JO., Gu, D. and Hu, H., (2016). Tracking and Sensor Coverage of Spatio-temporal Quantities Using a Swarm of Artificial Foraging Agents. Journal of Bionic Engineering. 13 (4), 679-689

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

Zhou, H., Gu, D., Wang, L. and Fei, M., (2016). Editorial: Special issue: Life system modeling and simulation. Neurocomputing. 174, 454-455

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

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., (2015). A New Analytic Alignment Method for a SINS. Sensors. 15 (11), 27930-27953

Wang, S., Gu, D., Chen, L. and Hu, H., (2015). Single Beacon based Localization with Constraints and Unknown Initial Poses. IEEE Transactions on Industrial Electronics. 63 (4), 1-1

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

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

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). Computational Intelligence Approaches to Robotics, Automation, and Control. Mathematical Problems in Engineering. 2015, 1-1

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

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

Piña-García, CA. and Gu, D., (2014). Sampling Emerging social behavior in facebook using randomwalk models. Intelligent Systems Reference Library. 53, 185-196

Xu, W., Zhao, Q. and Gu, D., (2014). Fragmentation handling for visual tracking. Signal, Image and Video Processing. 8 (8), 1639-1649

(2014). Cooperative localization of AUVs using moving horizon estimation. IEEE/CAA Journal of Automatica Sinica. 1 (1), 68-76

Theodoridis, T., Hu, H., McDonald-Maier, K. and Gu, D., (2013). Kinect enabled monte carlo localisation for a robotic wheelchair. Studies in Computational Intelligence. 466, 17-27

Damuut, LP. and Gu, D., (2013). MGA: A solution strategy to the sensor selection problem in WSNs. International Journal of Simulation: Systems, Science and Technology. 14 (5), 34-41

Oyekan, J., Dongbing Gu and Huosheng Hu, (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). A case study of event detection performance measure in WSNs using gini index. Sensors and Transducers. 152 (5), 51-59

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

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

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

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., (2010). Bio-Inspired Coverage of Invisible Hazardous Substances in the Environment. International Journal of Information Acquisition. 07 (03), 193-204

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

Gu, D. and Hu, H., (2009). A model predictive controller for robots to follow a virtual leader. Robotica. 27 (06), 905-905

Wang, Z. and Gu, D., (2009). Distributed leader-follower flocking control. Asian Journal of Control. 11 (4), 396-406

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

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). 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 (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., 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

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

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

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

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

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

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

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. 9783319104003

Liu, H., Gu, D., Howlett, R. and Liu, Y., (2010). Robot Intelligence: an Advanced Knowledge Processing Approach. Springer. 9781849963305

Book chapters (7)

Jasim, W. and Gu, D., (2017). The quaternions with an application of quadrotors team formation. In: Mathematical Research Summaries. 287- 288. 9781536122008

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, KD. 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. 17- 27. 978-3-642-35484-7

Gu, D., (2012). Environmental function modeling with sparse gaussian process regression. In: Nonlinear Estimation and Applications to Industrial Systems Control. 287- 300. 9781619428980

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. 191- 208

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. 209- 228

Conferences (106)

Alothman, Y. and Gu, D., (2017). Quadrotor transporting cable-suspended load using iterative linear quadratic regulator (iLQR) optimal control

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, XT. and Gu, D., (2017). An overview of robotics and autonomous systems for harsh environments

Liu, Q., Li, R., Hu, H. and Gu, D., (2016). Building semantic maps for blind people to navigate at home

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). 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

Lv, P., Zhao, Q. and Gu, D., (2015). Segmenting similar shapes via weighted group-similarity active contours

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

Wang, S., Chen, L., Gu, D. and Hu, H., (2015). Vision-aided inertial navigation using three-view geometry

Lu, B., Gu, D. and Hu, H., (2015). Tracking and modeling of spatio-temporal fields with a mobile sensor network

Gui, J., Gu, D. and Hu, H., (2015). Robust direct visual inertial odometry via entropy-based relative pose estimation

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. and Gu, D., (2015). A direct visual-inertial sensor fusion approach in multi-state constraint Kalman filter

Lv, P., Zhao, Q. and Gu, D., (2014). Contour tracking via on-line discriminative active contours

Wang, S., Chen, L., Gu, D. and Hu, H., (2014). Single beacon based multi-robot cooperative localization using Moving Horizon Estimation

Tahir, H., Howells, G., Hu, H., Gu, D. and McDonald-Maier, K., (2014). On the incorporation of secure filter in ICMetrics group communications

Tahir, H., Howells, G., Hu, H., Gu, D. and Mcdonald-Maier, K., (2014). On secure group admission control using ICMetrics

Jasim, W. and Gu, D., (2014). H∞ for quadrotor attitude stabilization

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

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

Piña-García, 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

Damuut, LP., Ngobigha, F. and Gu, D., (2013). Applying T-norm fuzzy logic to the sensor selection problem in WSNs

Oyekan, J., Gu, D. and Hu, H., (2013). Stochastic ant agent for priority-based coverage

Damuut, LP. and Gu, D., (2013). A mixed genetic algorithm strategy to sensor selection problem in WSNs

Damuut, LP. and Gu, D., (2013). On redundancy identification in randomly deployed WSNs, another perspective

Wang, S., Chen, L., Hu, H. and Gu, D., (2013). Single beacon based localization of AUVs using moving Horizon estimation

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

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

Li, R., Wei, L., Gu, D., Hu, H. and McDonald-Maier, KD., (2013). Multi-layered map based navigation and interaction for an intelligent wheelchair

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

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

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

Theodoridis, T., Hu, H., McDonald-Maier, K. and Gu, D., (2013). Kinect enabled Monte Carlo localisation for a robotic wheelchair

Zhai, X., Appiah, K., Ehsan, S., Cheung, W., Hu, H., Gu, D., McDonald-Maier, KD. and Howells, G., (2013). A Self-Organising Map Based Algorithm for Analysis of ICmetrics Features

Oyekan, J., Gu, D. and Hu, H., (2013). Stochastic ant agent for priority-based coverage

Lu, B., Gu, D. and Hu, H., (2012). Spatial function estimation using Gaussian process with sparse history data in mobile sensor networks

Piña-García, CA. and Gu, D., (2012). Scraping global threats in Facebook through movement patterns generated by random walks

Theodoridis, T., Hu, H., McDonald-Maier, K. and Gu, D., (2012). A recursive Bayesian filter for landmark-based localisation of a wheelchair robot

Kovalchuk, Y., Howells, WGJ., Hu, H., Gu, D. and McDonald-Maier, KD., (2012). A practical proposal for ensuring the provenance of hardware devices and their safe operation

Oyekan, J., Gu, D. and Hu, H., (2012). Hazardous substance source seeking in a diffusion based noisy environment

Lu, B., Gu, D., Hu, H. and McDonald-Maier, K., (2012). Sparse Gaussian process for spatial function estimation with mobile sensor networks

Kovalchuk, Y., Hu, H., Gu, D., McDonald-Maier, K., Newman, D., Kelly, S. and Howells, G., (2012). Investigation of properties of ICmetrics features

Kovalchuk, Y., Hu, H., Gu, D., McDonald-Maier, K. and Howells, G., (2012). ICmetrics for low resource embedded systems

Tahir, R., Hu, H., Gu, D., McDonald-Maier, K. and Howells, G., (2012). A scheme for the generation of strong cryptographic key pairs based on ICMetrics

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

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

Lu, B., Gu, D. and Hu, H., (2011). Distributed least square support vector regression for environmental field estimation

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

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

Sun, J., Hao, D., Hao, L., Yang, H. and Gu, D., (2010). A digital image inpainting method based on multiscale markov random field

Bowen, L., Gu, D. and Hu, H., (2010). Environmental field estimation of mobile sensor networks using support vector regression

Gu, D. and Hu, H., (2010). Distributed minimax filter for tracking and flocking

Kapse, A., Gu, D. and Hu, Z., (2009). Using cricket sensor nodes for pioneer robot localization

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., Cui, D., Gu, D., Cai, H. and Liu, G., (2009). Empirical analysis of AdaBoost algorithms on license plate detection

Sun, J., Hao, D., Gu, D., Liu, G. and Cai, H., (2009). An interactive image inpainting algorithm based on Markov random field

Wang, R., Gu, D., Liu, G. and Sun, J., (2009). A multi-scale image inpainting algorithm based on GMRF model

Wang, Z., Gu, D. and Hu, O., (2009). Leader-follower flocking experiments using estimated flocking center

Oyekan, J., Hu, H. and Gu, D., (2009). Exploiting bacteria swarms for pollution mapping

Gu, D. and Wang, Z., (2008). Distributed regression over sensor networks: An support vector machine approach

Gu, D., Sun, J., Hu, Z. and Li, H., (2008). Consensus based distributed particle filter in sensor networks

Sun, J., Gu, D., Cai, H., Liu, G. and Chen, G., (2008). Bayesian document segmentation based on complex wavelet domain hidden Markov tree models

Hu, Z., Gu, D., Song, Z. and Li, H., (2008). Localization in wireless sensor networks using a mobile anchor node

Wang, Z. and Gu, D., (2008). A local sensor based leader-follower flocking system

Wang, Z. and Gu, D., (2007). Fuzzy control of distributed flocking system

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). Distributed cohesion control for leader-follower flocking

Gu, D., (2007). Distributed particle filter for target tracking

Zhang, S., Hu, H. and Gu, D., (2007). A data-driven 3D animation system for tele-rehabilitation

Yang, E., Gu, D. and Hu, H., (2006). Performance improvement for formation-keeping control using a neural network HJI approach

Santi-Jones, P. and Gu, D., (2006). Static face detection and emotion recognition with FPGA support

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

Liu, J., Hu, O. and Gu, D., (2006). RL-based optimisation of robotic fish behaviours

Liu, J., Hu, H. and Gu, D., (2006). A hybrid control architecture for autonomous robotic fish

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). A suboptimal model predictive formation control

Gu, D. and Yang, E., (2005). Fuzzy policy gradient reinforcement learning for leader-follower systems

Yang, E., Gu, D. and Hu, H., (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

Sun, J. and Gu, D., (2004). Bayesian image segmentation based on an inhomogeneous hidden Markov random field

Gu, D. and Yang, E., (2004). A policy gradient reinforcement learning algorithm with fuzzy function approximation

Gu, D. and Hu, H., (2004). Unicycle-like vehicle parking via receding horizon control

Gu, D. and Hu, H., (2004). Teaching robots to coordinate its behaviours

Gu, D. and Hu, H., (2004). Model predictive control for simultaneous robot tracking and regulation

Gu, D. and Hu, H., (2004). Accuracy based fuzzy Q-learning for robot behaviours

Gu, D., Hu, H. and Spacek, L., (2003). Learning fuzzy logic controller for reactive robot behaviours

Gu, D., Hu, H., Reynolds, J. and Tsang, E., (2003). GA-based learning in behaviour based robotics

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

Gu, D. and Hu, H., (2002). Reinforcement learning of fuzzy logic controllers for quadruped walking robots

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

Hu, H., Gu, D. and Brady, M., (1998). Outdoor navigation of a mobile robot with multiple sensors

Hu, H., Gu, D. and Brady, M., (1997). Navigation and guidance of an intelligent mobile robot

Grants and funding

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

dgu@essex.ac.uk
+44 (0) 1206 874800

Location:

1NW.3.22, Colchester Campus