职务:副研究员、博导
电子邮件:dongpengkty@sjtu.edu.cn
办公地址:上海交通大学太阳集团tyc151学院A338室
时间 | 任职单位 | 职务 |
---|---|---|
2022年-至今 | 上海交通大学太阳集团tyc151学院 | 博导 |
2019年-2022年 | 上海交通大学太阳集团tyc151学院 | 副研究员 |
2015年-2018年 | 上海交通大学太阳集团tyc151学院 | 助理研究员 |
2013年-2015年 | 上海交通大学太阳集团tyc151学院 | 博士后 |
时间 | 毕业院校 | 学历 |
---|---|---|
2008年-2013年 | 西北工业大学航天学院 | 工学博士 |
2004年-2008年 | 西北工业大学航天学院 | 工学学士 |
(1)非线性滤波估计与信息融合;
(2)分布式集群/多智体/多传感器网络的协同制导控制/规划决策/强化学习/态势感知/信息融合;
(3)多传感器多目标探测、跟踪和识别;
(4)飞行器导航、制导与控制;
(5)移动机器人SLAM。
(1)分布式态势感知技术,主持;
(2)智能集群协同探测与识别,主持;
(3)目标识别与意图推断技术,技术负责人;
(4)基于强化学习的智能集群博弈技术,主持;
(5)复杂环境下基于随机有限集的分布式传感器网络一致性联合检测、跟踪与分类,主持;
(6)集群控制与群智能技术,主持;
(7)多平台协同信息融合技术,主持;
(8)复杂环境无人机综合监视与协同操控技术,主持。
(1)Shen Kai, Zhang Chengxi, Dong Peng*, Jing Zhongliang and Leung Henry. Consensus-Based Labeled Multi-Bernoulli Filter With Event-Triggered Communication[J]. IEEE Transactions on Signal Processing, 2022, 70, 1185 – 1196.
(2)Song Lingyun, Jing Zhongliang, Dong Peng*, et al. Consensus cubature filtering based on Gaussian process for distributed sensor network with model uncertainty[J]. Signal Processing, 2022, 190: 108347.
(3)Sun Yinshuai, Jing Zhongliang, Dong Peng, et al. External Wrench Estimation for UAVs Based on Variational Bayesian Unscented Kalman Filter [J]. IEEE Robotics and Automation Letters, 2022, 7(3), 6814 - 6821.
(4)Shen Kai, Dong Peng*, Jing Zhongliang and Leung Henry. Consensus-Based Labeled Multi-Bernoulli Filter for Multitarget Tracking in Distributed Sensor Network [J]. IEEE Transactions on Cybernetics, early access(2021), doi:10.1109 /TCYB. 2021.3087521.
(5)Zhang Chengxi, Dai Mingzhe, Dong Peng, Leung Henry and Wang Jihe. Fault-Tolerant Attitude Stabilization for Spacecraft with Low-Frequency Actuator Updates: An Integral-Type Event-Triggered Approach [J]. IEEE Transactions on Aerospace and Electronic Systems, 2021, 57(1), 729 - 737.
(6)Ming-Zhe Dai; Chengxi Zhang; Henry Leung; Peng Dong; Bo Li. Distributed Integral-Type Edge Event- and Self-Triggered Synchronization for Nonlinear Multiagent Systems [J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2021, Early Access.
(7)Sun Yinshuai, Jing Zhongliang, Dong Peng, Huang Jianzhe, Chen Wujun and Leung Henry. A Switchable Unmanned Aerial Manipulator System for Window-Cleaning Robot Installation [J]. IEEE Robotics and Automation Letters, 2021, 6(2), 3483 - 3490.
(8)Ma Weizhen, Jing Zhongliang, Dong Peng. Extended GMPHD with amplitude information for multi-sensor multi-target tracking[J]. Aerospace Systems, 2021, 4(4): 271-279.
(9)Zhang Zhuqing, Dong Peng*, Wang Jinran and Sun Yinshuai. Variational Bayesian Adaptive Nonlinear Filter for Stereo Visual-Inertial Odometry[J]. IEEE Sensors Journal, 2020, 20(16), 9437-9448.
(10)Wang Jinran, Dong Peng*, Shen Kai and Wang Xiaodong. Distributed Consensus Student-t Filter for Sensor Networks with Heavy-Tailed Process and Measurement Noises [J]. IEEE Access, 2020, 8: 167865-167874.
(11)Dong Peng, Jing Zhongliang Leung Henry and Shen Kai. Robust Consensus Nonlinear Information Filter for Distributed Sensor Networks With Measurement Outliers[J]. IEEE Transactions on Cybernetics, 2019, 49(10),3731 - 3743.
(12)Dong Peng, Jing Zhongliang, Leung Henry, Shen Kai and Li Minzhe. The labeled multi-Bernoulli filter for multi-target tracking with glint noise [J]. IEEE Transactions on Aerospace and Electronic Systems, 2019, 55(5), 2253-2268.
(13)Wang Jinran, Dong Peng*, Jing Zhongliang and Jin Cheng. Consensus variable structure multiple model filtering for distributed maneuvering tracking [J]. Signal Processing, 2019, 162: 234-241.
(14)Dong Peng, Jing Zhongliang, Shen Kai and Li Minzhe. A distributed consensus filter for sensor networks with heavy-tailed measurement noise[J]. Science China Information Sciences, 2018, 61(11): 119201.
(15)Dong Peng, Jing Zhongliang, Leung Henry, Shen Kai, et al. Student-t Mixture Labeled Multi-Bernoulli Filter for Multi-target Tracking with Heavy-tailed Noise[J]. Signal Processing, 2018, 152: 331-339.
(16)Wang Jinran, Dong Peng*, Jing Zhongliang and Jin Cheng. Consensus-based filter for distributed sensor networks with colored measurement noise [J]. Sensors, 2018, 18(11): 3678.
(17)Shen Kai, Jing Zhongliang, Dong Peng. Simultaneous target tracking and sensor location refinement in distributed sensor networks[J]. Signal Processing, 2018, 153: 123-131.
(18)Dong Peng, Jing Zhongliang, Leung Henry and Shen Kai. Variational Bayesian Adaptive Cubature Information Filter Based on Wishart Distribution [J]. IEEE Transactions on Automatic Control, 2017, 62(11):6051-6057.
(19)Dong Peng, Jing Zhongliang, Gong Deren and Tang Baitao. Maneuvering multi-target tracking based on variable structure multiple model GM-CPHD filter[J]. Signal Processing, 2017, 141(12):158-167.
(20)Shen Kai, Jing Zhongliang, Dong Peng*. A consensus nonlinear filter with measurement uncertainty in distributed sensor networks[J]. IEEE Signal Processing Letters, 2017, 24(11):1631-1635.
*通信作者
(1)IEEE Transactions on Automatic Control,IEEE Transactions on Aerospace and Electronic Systems,IEEE Signal Processing Letters,IET Control Theory & Applications ,SCIENCE CHINA Information Sciences 等杂志审稿人;
(2)IEEE Cyber Science and Technology Congress 会议,Technical Program Committee。