Distributed MPC for Nonlinear Networked Vehicle Platoon System with Communication Delays
This paper investigates the platoon control problem for nonlinear networked vehicle systems, while taking into account the communication delay. The nonlinear system is linearly discretized and a linear distributed controller is designed using the distributed model predictive control (DMPC) method, while another controller is designed based on the fusion state estimation method. In the designed controllers, the linear distributed controller controls the stable operation of the platoon, and the fusion state estimation controller helps to solve the problem of missing state values of neighboring nodes caused by communication delay. Finally, simulation verifies the effectiveness of the algorithm and the stability of the vehicle platoon under the communication delay environment.
Authors
- Jian‐Ge Wang (ORCID: https://orcid.org/0000-0003-3493-6694)
- Heling Yuan
- Xu Fang (ORCID: https://orcid.org/0000-0002-0002-6601)
- Zhizhong Bai
- Xiaolei Li (ORCID: https://orcid.org/0000-0001-9798-1930)
- Xiaoyuan Luo (ORCID: https://orcid.org/0000-0002-8456-5847)
- Shenao Cen
Institutions
- Nanyang Technological University (SG)
- Yanshan University (CN)
Publication Details
- Published
- 2024-11-01
- DOI
- https://doi.org/10.1109/cac63892.2024.10865719
- Citations
- 2
- Primary Topic
- Advanced Control Systems Optimization
- Type
- article
- Field-Weighted Citation Impact
- 0.66
Funders
- National Natural Science Foundation of China