CN106373410B - 一种城市交通信号优化控制方法 - Google Patents
一种城市交通信号优化控制方法 Download PDFInfo
- Publication number
- CN106373410B CN106373410B CN201610836045.1A CN201610836045A CN106373410B CN 106373410 B CN106373410 B CN 106373410B CN 201610836045 A CN201610836045 A CN 201610836045A CN 106373410 B CN106373410 B CN 106373410B
- Authority
- CN
- China
- Prior art keywords
- traffic
- camera
- crossing
- control
- behavior
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Expired - Fee Related
Links
Classifications
-
- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/07—Controlling traffic signals
- G08G1/08—Controlling traffic signals according to detected number or speed of vehicles
Abstract
Description
Claims (1)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201610836045.1A CN106373410B (zh) | 2016-09-21 | 2016-09-21 | 一种城市交通信号优化控制方法 |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201610836045.1A CN106373410B (zh) | 2016-09-21 | 2016-09-21 | 一种城市交通信号优化控制方法 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN106373410A CN106373410A (zh) | 2017-02-01 |
CN106373410B true CN106373410B (zh) | 2018-12-21 |
Family
ID=57897818
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201610836045.1A Expired - Fee Related CN106373410B (zh) | 2016-09-21 | 2016-09-21 | 一种城市交通信号优化控制方法 |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN106373410B (zh) |
Families Citing this family (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN111007858B (zh) * | 2019-12-23 | 2023-04-28 | 北京三快在线科技有限公司 | 车辆行驶决策模型的训练方法、行驶决策确定方法及装置 |
CN111627241B (zh) * | 2020-05-27 | 2024-04-09 | 阿波罗智联(北京)科技有限公司 | 用于生成路口车辆排队信息的方法和装置 |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102542818A (zh) * | 2012-01-13 | 2012-07-04 | 吉林大学 | 一种基于有机计算的区域边界交通信号协调控制方法 |
CN103413443A (zh) * | 2013-07-03 | 2013-11-27 | 太原理工大学 | 基于隐马尔科夫模型的短时交通流状态预测方法 |
CN103985261A (zh) * | 2014-04-21 | 2014-08-13 | 东南大学 | 基于车辆排队长度测算的交通信号灯控制方法及系统 |
CN104900070A (zh) * | 2015-05-18 | 2015-09-09 | 东莞理工学院 | 一种交叉路口车流建模及自适应控制方法及系统 |
CN105118308A (zh) * | 2015-10-12 | 2015-12-02 | 青岛大学 | 基于聚类强化学习的城市道路交叉口交通信号优化方法 |
Family Cites Families (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8750618B2 (en) * | 2012-01-31 | 2014-06-10 | Taif University | Method for coding images with shape and detail information |
-
2016
- 2016-09-21 CN CN201610836045.1A patent/CN106373410B/zh not_active Expired - Fee Related
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102542818A (zh) * | 2012-01-13 | 2012-07-04 | 吉林大学 | 一种基于有机计算的区域边界交通信号协调控制方法 |
CN103413443A (zh) * | 2013-07-03 | 2013-11-27 | 太原理工大学 | 基于隐马尔科夫模型的短时交通流状态预测方法 |
CN103985261A (zh) * | 2014-04-21 | 2014-08-13 | 东南大学 | 基于车辆排队长度测算的交通信号灯控制方法及系统 |
CN104900070A (zh) * | 2015-05-18 | 2015-09-09 | 东莞理工学院 | 一种交叉路口车流建模及自适应控制方法及系统 |
CN105118308A (zh) * | 2015-10-12 | 2015-12-02 | 青岛大学 | 基于聚类强化学习的城市道路交叉口交通信号优化方法 |
Also Published As
Publication number | Publication date |
---|---|
CN106373410A (zh) | 2017-02-01 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
Zang et al. | Metalight: Value-based meta-reinforcement learning for traffic signal control | |
Zheng et al. | Diagnosing reinforcement learning for traffic signal control | |
Liang et al. | Deep reinforcement learning for traffic light control in vehicular networks | |
CN112700664B (zh) | 一种基于深度强化学习的交通信号配时优化方法 | |
CN112669629B (zh) | 一种基于深度强化学习的实时交通信号控制方法及装置 | |
CN111583675A (zh) | 一种区域路网交通信号灯协调控制系统和方法 | |
CN113223305B (zh) | 基于强化学习的多路口交通灯控制方法、系统及存储介质 | |
CN109816027A (zh) | 无人驾驶决策模型的训练方法、装置及无人驾驶设备 | |
CN106373410B (zh) | 一种城市交通信号优化控制方法 | |
CN113643528A (zh) | 信号灯控制方法、模型训练方法、系统、装置及存储介质 | |
Li et al. | Adaptive traffic signal control model on intersections based on deep reinforcement learning | |
Renfrew et al. | Traffic signal optimization using ant colony algorithm | |
CN108897222A (zh) | 多无人机策略攻击下输出反馈安全协同控制器及控制方法 | |
CN113780624A (zh) | 一种基于博弈均衡理论的城市路网信号协调控制方法 | |
CN114419884B (zh) | 基于强化学习和相位竞争的自适应信号控制方法及系统 | |
Jiang et al. | Multi-agent reinforcement learning for traffic signal control through universal communication method | |
Jaleel et al. | Reducing congestion in an intelligent traffic system with collaborative and adaptive signaling on the edge | |
Rida et al. | Ant colony optimization for real time traffic lights control on a single intersection | |
Chen et al. | An adaptive control method for arterial signal coordination based on deep reinforcement learning | |
CN113724507B (zh) | 基于深度强化学习的交通控制与车辆诱导协同方法和系统 | |
Jiang et al. | Dynamic lane traffic signal control with group attention and multi-timescale reinforcement learning | |
CN116758768A (zh) | 一种全十字路口红绿灯动态调控方法 | |
Zhao et al. | Learning transformer-based cooperation for networked traffic signal control | |
Zhao et al. | Pdlight: a deep reinforcement learning traffic light control algorithm with pressure and dynamic light duration | |
Zhang et al. | Calibration-free Traffic Signal Control Method Using Machine Learning Approaches |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
CB03 | Change of inventor or designer information | ||
CB03 | Change of inventor or designer information |
Inventor after: Zhang Zhen Inventor after: Song Tingting Inventor after: Xue Binqiang Inventor after: He Wenxue Inventor after: Zhang Caihong Inventor before: Song Tingting Inventor before: Zhang Zhen Inventor before: Xue Binqiang Inventor before: He Wenxue Inventor before: Zhang Caihong |
|
GR01 | Patent grant | ||
GR01 | Patent grant | ||
CF01 | Termination of patent right due to non-payment of annual fee | ||
CF01 | Termination of patent right due to non-payment of annual fee |
Granted publication date: 20181221 Termination date: 20200921 |