4.4 Article

Control mode switching strategy for ACC based on intuitionistic fuzzy set multi-attribute decision making method

期刊

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS
卷 31, 期 6, 页码 2967-2974

出版社

IOS PRESS
DOI: 10.3233/JIFS-169181

关键词

Adaptive Cruise Control (ACC); switching strategy; intuitionistic fuzzy set; multi-attribute decision making

资金

  1. National Science Foundation of China [U1564214, 51675224]

向作者/读者索取更多资源

The control mode switching strategy is a crucial part of the Adaptive Cruise Control (ACC) decision algorithm. A novel switching strategy of control mode is proposed, which is designed using an intuitionistic fuzzy set, multi-attribute decision making method (IFSMADM). At first, three modes of cruising, following and approaching are considered for the control modes of the decision algorithm for the ACC. Then, safety performance, comfort performance and economy performance are treated as the attributes needed to assess alternative sets. Furthermore, the linear weighted average method of IFSMADM is used to achieve control mode switching. Finally, the proposed algorithm is verified based on actual road test data.

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