Intelligent-Assist Algorithm for Remote Shared-Control Driving Based on Game Theory

doi:10.1007/s12204-021-2351-z

摘要/Abstract

Abstract: Contemporary autonomous-driving technology relies on good environmental-perception systems and high-precision maps. For unknown environments or scenarios where perception fails, a human-in-the-loop remote-driving system can effectively complement common solutions, although safety remains an issue for its application. A haptic shared-control algorithm based on non-cooperative game theory is presented in this paper. The algorithm generates collision-free reference paths with model predictive control and predicts the driver’s path using a two-point preview model. Man-machine torque interaction is modeled as a Nash game, and the assist system’s degree of intervention is regulated in real time, according to assessments of collision risk and the driver’s concentration. Simulations of several representative scenarios demonstrate how the proposed method improves driving safety, while respecting driver decisions.

中图分类号:

U 461

. [J]. J Shanghai Jiaotong Univ Sci, 2021, 26(5): 615-625.

QIAO Bangjun∗ (乔邦峻), LI Huanghe (李黄河), WU Xiaodong (吴晓东). Intelligent-Assist Algorithm for Remote Shared-Control Driving Based on Game Theory[J]. J Shanghai Jiaotong Univ Sci, 2021, 26(5): 615-625.

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