Stochastic Stable Control of Vehicular Platoon Time-Delay System Subject to Random Switching Topologies and Disturbances
This paper presents a stochastic stable control protocol for heterogeneous vehicle platoon subject to communication topologies change, external disturbance, and information delay. First, a random vehicle platoon system composed entirely of several pure electric vehicles is built. The random variatio...
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Published in | IEEE transactions on vehicular technology Vol. 71; no. 6; pp. 5755 - 5769 |
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Main Authors | , , , , , |
Format | Journal Article |
Language | English |
Published |
New York
IEEE
01.06.2022
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
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Abstract | This paper presents a stochastic stable control protocol for heterogeneous vehicle platoon subject to communication topologies change, external disturbance, and information delay. First, a random vehicle platoon system composed entirely of several pure electric vehicles is built. The random variation of data transmission link among the platoon in a natural traffic environment is considered and molded by the Markov chain combined with the directed graph method. The influence of delays and discrete data in wireless communication, road slope, and air resistance on the vehicle platoon is also considered by introducing the external interferences and equivalent information delays. Additionally, to ensure the vehicle platoon's inner-vehicle stability, the variable-gain distributed controller is proposed based on the Markovian jumping system stability theory and <inline-formula><tex-math notation="LaTeX"> H_\infty</tex-math></inline-formula> control. Finally, the <inline-formula><tex-math notation="LaTeX"> \mathcal {L}_{2}</tex-math></inline-formula> stochastic string stability is defined to attenuate perturbations as they propagate through the platoon. Simulation studies about a vehicle platoon under four communication topologies random switching with two different control methods are provided to verify the theoretical result. It is shown that, compared to traditional platoon robust control, it is possible to achieve the vehicle platoon's stability even if in the continuous mutation of unstable topologies by using the proposed control approach. |
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AbstractList | This paper presents a stochastic stable control protocol for heterogeneous vehicle platoon subject to communication topologies change, external disturbance, and information delay. First, a random vehicle platoon system composed entirely of several pure electric vehicles is built. The random variation of data transmission link among the platoon in a natural traffic environment is considered and molded by the Markov chain combined with the directed graph method. The influence of delays and discrete data in wireless communication, road slope, and air resistance on the vehicle platoon is also considered by introducing the external interferences and equivalent information delays. Additionally, to ensure the vehicle platoon’s inner-vehicle stability, the variable-gain distributed controller is proposed based on the Markovian jumping system stability theory and [Formula Omitted] control. Finally, the [Formula Omitted] stochastic string stability is defined to attenuate perturbations as they propagate through the platoon. Simulation studies about a vehicle platoon under four communication topologies random switching with two different control methods are provided to verify the theoretical result. It is shown that, compared to traditional platoon robust control, it is possible to achieve the vehicle platoon’s stability even if in the continuous mutation of unstable topologies by using the proposed control approach. This paper presents a stochastic stable control protocol for heterogeneous vehicle platoon subject to communication topologies change, external disturbance, and information delay. First, a random vehicle platoon system composed entirely of several pure electric vehicles is built. The random variation of data transmission link among the platoon in a natural traffic environment is considered and molded by the Markov chain combined with the directed graph method. The influence of delays and discrete data in wireless communication, road slope, and air resistance on the vehicle platoon is also considered by introducing the external interferences and equivalent information delays. Additionally, to ensure the vehicle platoon's inner-vehicle stability, the variable-gain distributed controller is proposed based on the Markovian jumping system stability theory and <inline-formula><tex-math notation="LaTeX"> H_\infty</tex-math></inline-formula> control. Finally, the <inline-formula><tex-math notation="LaTeX"> \mathcal {L}_{2}</tex-math></inline-formula> stochastic string stability is defined to attenuate perturbations as they propagate through the platoon. Simulation studies about a vehicle platoon under four communication topologies random switching with two different control methods are provided to verify the theoretical result. It is shown that, compared to traditional platoon robust control, it is possible to achieve the vehicle platoon's stability even if in the continuous mutation of unstable topologies by using the proposed control approach. |
Author | Xu, Liwei Yin, Guodong Zhuang, Weichao Liu, Ying Jin, Xianjian Wang, Yan |
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SubjectTerms | Aerodynamics Communication Continuity (mathematics) Control methods Control systems Data transmission Delays disturbance Electric vehicles Graph theory Heterogeneous vehicle platoon Markov chains Mutation Perturbation Roads Robust control Stability criteria stochastic stable control string stability Switching switching topologies Systems stability Time delay systems Topology Variable gain Vehicle dynamics Wind speed Wireless communications |
Title | Stochastic Stable Control of Vehicular Platoon Time-Delay System Subject to Random Switching Topologies and Disturbances |
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