TY - GEN
T1 - Dissipativity-Based Decentralized Control and Topology Co-Design for Vehicular Platoons With Disturbance String Stability
AU - Song, Zihao
AU - Welikala, Shirantha
AU - Antsaklis, Panos J.
AU - Lin, Hai
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - Merging and splitting of vehicles in a platoon is a basic maneuvering that makes the platoons more scalable and flexible. The main challenges lie in simultaneously ensuring the compositionality of the distributed controllers and the string stability of the platoon. To handle this problem, we propose a control and topology co-design method for vehicular platoons, which enables seamless merging and splitting of vehicular platoons. In particular, we first present a centralized linear matrix inequality (LMI)-based control and topology co-design optimization for vehicular platoons with formal (centralized) disturbance string stability (DSS) guarantee. Then, these centralized DSS constraints are made decentralized by developing an alternative set of sufficient conditions. Using these decentralized DSS constraints and Sylvester's criterion-based techniques, the said centralized LMI problem is decomposed into a set of smaller decentralized LMI problems that can be solved at each vehicle in a compositional manner, enabling seamless vehicular merging/splitting. Finally, simulation examples are provided to validate the proposed co-design method through a specifically developed simulator.
AB - Merging and splitting of vehicles in a platoon is a basic maneuvering that makes the platoons more scalable and flexible. The main challenges lie in simultaneously ensuring the compositionality of the distributed controllers and the string stability of the platoon. To handle this problem, we propose a control and topology co-design method for vehicular platoons, which enables seamless merging and splitting of vehicular platoons. In particular, we first present a centralized linear matrix inequality (LMI)-based control and topology co-design optimization for vehicular platoons with formal (centralized) disturbance string stability (DSS) guarantee. Then, these centralized DSS constraints are made decentralized by developing an alternative set of sufficient conditions. Using these decentralized DSS constraints and Sylvester's criterion-based techniques, the said centralized LMI problem is decomposed into a set of smaller decentralized LMI problems that can be solved at each vehicle in a compositional manner, enabling seamless vehicular merging/splitting. Finally, simulation examples are provided to validate the proposed co-design method through a specifically developed simulator.
UR - http://www.scopus.com/inward/record.url?scp=86000505777&partnerID=8YFLogxK
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U2 - 10.1109/CDC56724.2024.10885909
DO - 10.1109/CDC56724.2024.10885909
M3 - Conference contribution
AN - SCOPUS:86000505777
T3 - Proceedings of the IEEE Conference on Decision and Control
SP - 2417
EP - 2422
BT - 2024 IEEE 63rd Conference on Decision and Control, CDC 2024
T2 - 63rd IEEE Conference on Decision and Control, CDC 2024
Y2 - 16 December 2024 through 19 December 2024
ER -