Исследовательские работы
С использованием NOKOV Motion Capture

Duan, M.; Lei, X.; Duan, Z.; Zheng, Z. A Minimalist Self-Localization Approach for Swarm Robots Based on Active Beacon in Indoor Environments. Sensors 2023, 23, 4926. https://doi.org/10.3390/s23104926

Xiong H, Shi X, Liu J Z, et al. A swarm model with constraint coordination mechanism for unmanned aerial vehicle swarm formation maintenance in dense environments[J]. Industrial Robot: the international journal of robotics research and application, 2024.

J. Lou, W. Wu, S. Liao and R. Shi, "Air-M: A Visual Reality Many-Agent Reinforcement Learning Platform for Large-Scale Aerial Unmanned System," 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Detroit, MI, USA, 2023, pp. 55

Lei Xiaokang, Xiang Yalun, Duan Mengyuan and Peng Xingguang 2023Exploring the criticality hypothesis using programmable swarm robots with Vicsek-like interactionsJ. R. Soc. Interface.2020230176.https://doi.org/10.1098/rsif.2023.0176

Feng P, Liang J, Wang S, et al. Hierarchical Consensus-Based Multi-Agent Reinforcement Learning for Multi-Robot Cooperation Tasks[J]. arXiv preprint arXiv:2407.08164, 2024.

Y. Zhang, R. Zhou, X. Li and G. Sun, "Mean-Shift Shape Formation of Multi-Robot Systems Without Target Assignment," in IEEE Robotics and Automation Letters, vol. 9, no. 2, pp. 1772-1779, Feb. 2024, doi: 10.1109/LRA.2024.3349926.

G. Lai, C. Shi, K. Wang, Y. Yu, Y. Dong and A. Franchi, "Multi-Agent Visual-Inertial Localization for Integrated Aerial Systems With Loose Fusion of Odometry and Kinematics," in IEEE Robotics and Automation Letters, vol. 9, no. 7, pp. 6504-6511, July 2024

Guo L, Gongye Z, Xu Z, et al. Preserving Relative Localization of FoV-Limited Drone Swarm via Active Mutual Observation[J]. arXiv preprint arXiv:2407.01292, 2024.

L. Shi, W. X. Zheng, Q. Liu, Y. Liu and J. Shao, "Privacy-Preserving Distributed Iterative Localization for Wireless Sensor Networks," in IEEE Transactions on Industrial Electronics, vol. 70, no. 11, pp. 11628-11638, Nov. 2023, doi: 10.1109/TIE.2022.32312

Xiang, Y.; Lei, X.; Duan, Z.; Dong, F.; Gao, Y. Self-Organized Patchy Target Searching and Collecting with Heterogeneous Swarm Robots Based on Density Interactions. Electronics 2023, 12, 2588. https://doi.org/10.3390/electronics12122588

K. Ze, W. Wang, K. Liu and J. Lü, "Time-Varying Formation Planning and Distributed Control for Multiple UAVs in Clutter Environment," in IEEE Transactions on Industrial Electronics, vol. 71, no. 9, pp. 11305-11315, Sept. 2024, doi: 10.1109/TIE.2023.333544

Wang Z, Wan C, Lv X, et al. Multi-UAV online path planning algorithm based on improved Hybrid A[C]//2023 6th International Symposium on Autonomous Systems (ISAS). IEEE, 2023: 1-6.

T. Zhang, Z. Liu, Z. Pu and J. Yi, "Multi-Target Encirclement with Collision Avoidance via Deep Reinforcement Learning using Relational Graphs," 2022 International Conference on Robotics and Automation (ICRA), Philadelphia, PA, USA, 2022, pp. 8794-8800

Xiaokang Lei, Shuai Zhang, Yalun Xiang & Mengyuan Duan, Self-organized multi-target trapping of swarm robots with density-based interaction, Complex & Intelligent Systems,2023

Shuai Zhang，Xiaokang Lei，Zhicheng Zheng，Xingguang Peng，Collective fission behavior in swarming systems with density-based interaction，Physica A: Statistical Mechanics and its Applications，The University of Hong Kong，Xi'an University of Architecture and Technology，Northwestern Polytechnical University

Liangming Chen，Qingkai Yang，Mingming Shi，Yanan Li，and Mir Feroskhan，Stabilizing Angle Rigid Formations with Prescribed Orientation and Scale，IEEE Transactions on Industrial Electronics，Beijing Institute of Technology