Facilitating Cooperative and Distributed Multi-Vehicle Lane Change Maneuvers

被引:1
|
作者
Kim, Hansung [1 ]
Borrelli, Francesco [1 ]
机构
[1] Univ Calif Berkeley, Dept Mech Engn, Berkeley, CA 94703 USA
来源
IFAC PAPERSONLINE | 2023年 / 56卷 / 02期
关键词
Intelligent Autonomous Vehicles; Optimal Control; Connected Autonomous Vehicles; Multi-vehicle Lane Change; Cooperative Navigation; Facilitator;
D O I
10.1016/j.ifacol.2023.10.463
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A distributed coordination method for solving multi-vehicle lane changes for connected autonomous vehicles (CAVs) is presented. Existing approaches to multi-vehicle lane changes are passive and opportunistic as they are implemented only when the environment allows it. The novel approach of this paper relies on the role of a facilitator assigned to a CAV. The facilitator interacts with and modifies the environment to enable lane changes of other CAVs. Distributed MPC path planners and a distributed coordination algorithm are used to control the facilitator and other CAVs in a proactive and cooperative way. We demonstrate the effectiveness of the proposed approach through numerical simulations. In particular, we show enhanced feasibility of a multi-CAV lane change in comparison to the simultaneous multi-CAV lane change approach in various traffic conditions generated by using a data-set from real-traffic scenarios. Copyright (c) 2023 The Authors.
引用
收藏
页码:5585 / 5590
页数:6
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