首页|期刊导航|海南师范大学学报（自然科学版）|基于网络控制和模糊控制理论的道路信号灯配时研究

基于网络控制和模糊控制理论的道路信号灯配时研究

WANG Jinsheng TIAN Fei JIANG Zhihao LIAO Bo WU Fangxiang

海南师范大学学报（自然科学版）2025，Vol.38Issue(4)：399-408,10.

海南师范大学学报（自然科学版）2025，Vol.38Issue(4)：399-408,10.DOI:10.12051/j.issn.1674-4942.2025.04.004

基于网络控制和模糊控制理论的道路信号灯配时研究

Research on Traffic Signal Timing Optimization Based on Network Control and Fuzzy Control Theories

WANG Jinsheng ¹TIAN Fei ²JIANG Zhihao ³LIAO Bo ⁴WU Fangxiang⁵

作者信息

1. School of Mathematics and Statistics,Hainan Normal University,Haikou 571158,China||Scientific Computing and Applied Mathematics Laboratory,Haikou College of Economics,Haikou 570100,China||Key Laboratory of Data Science and Intelligence Education,Hainan Normal University,Ministry of Education,Haikou 571158,China
2. School of Financial Management,Hainan College of Econmics and Business,Haikou 571127,China
3. Public Teaching Department,Hainan Vocational University of Science and Technology,Haikou 571126,China
4. School of Mathematics and Statistics,Hainan Normal University,Haikou 571158,China||Key Laboratory of Data Science and Intelligence Education,Hainan Normal University,Ministry of Education,Haikou 571158,China
5. Division of Biomedical Engineering and Department of Mechanical Engineering,University of Saskatchewan,Saskatoon SKS7N5A9,Canada
折叠

摘要

Abstract

This paper established a traffic signal optimization model based on network control and fuzzy control theories.By analyzing the T-shaped intersection and the cross intersection,some driving rules of vehicles,the number of vehicles waiting at intersections,and the traffic flow characteristics were derived.Simulation experiments demonstrate that the network control model is superior to the traditional method,which significantly reduces the traffic congestion at the intersection and greatly improves the traffic capacity of vehicle.Comparing the T-shaped intersection with the cross intersection,the network control model has a better effect on the T-intersection,and the fuzzy control model has a better effect on the cross intersection.There is almost no waiting vehicle at the intersection.

关键词

信号灯配时/网络控制/模糊控制

Key words

traffic signal timing/network control/fuzzy control

分类

信息技术与安全科学

引用本文复制引用

WANG Jinsheng,TIAN Fei,JIANG Zhihao,LIAO Bo,WU Fangxiang..基于网络控制和模糊控制理论的道路信号灯配时研究[J].海南师范大学学报（自然科学版）,2025,38(4):399-408,10.

基金项目

国家自然科学基金项目(62362027,62362028) （62362027,62362028）

海南省自然科学基金项目(122RC731,121RC538,120RC588,120MS028) （122RC731,121RC538,120RC588,120MS028）

国家重点研发计划项目(2020YFB2104400) （2020YFB2104400）

海南省高等学校(研究生)教改项目(Hnjg2023-54) （研究生）

海南师范大学学报（自然科学版）

ISSN：1674-4942

访问量0

下载量0

段落导航