Priority-Based Adaptive Traffic Signal Control System for Smart Cities

被引:0
|
作者
Mondal M.A. [1 ,2 ]
Rehena Z. [2 ]
机构
[1] Department of Computer Science and Engineering, Narula Institute of Technology, Agarpara, West Bengal, Kolkata
[2] Department of Computer Science and Engineering, Aliah University, II A/27, New Town, West Bengal, Kolkata
关键词
Adaptive traffic signal; Fixed time control traffic signal; Intelligent traffic management system; Smart cities;
D O I
10.1007/s42979-022-01316-5
中图分类号
学科分类号
摘要
The traffic signal control system has paramount importance in managing the traffic congestion at road intersections. It allows smooth traffic flow through the road intersections. Keeping in view to increase the traffic flow through the intersections, this paper proposes an adaptive traffic signal which can be used as a prototype for smart cities. The proposed traffic signal system will act according to the context of the traffic status in the intersections. The phase selection is adaptive in nature in the proposed system and phase will be selected based on the lane priority. The lane priority is calculated based on traffic parameters: vehicle density and waiting time. Also, the green signal time of the system of each cycle is dynamic. The amount of green time a lane will get depends on the vehicle density of that lane. The proposed system has the ability to handle the emergency vehicle approaching the intersection by shifting to emergency mode from regular mode. The simulation result shows that the average percentage of traffic flow has been increased by 31.05% in the proposed adaptive traffic signal control system as compared with the fixed time traffic signal system. It also performs comparatively well in both the traffic situations: balanced vehicle density and unbalanced vehicle density across the roads in the intersection. © 2022, The Author(s), under exclusive licence to Springer Nature Singapore Pte Ltd.
引用
收藏
相关论文
共 50 条
  • [21] Approach to Priority-Based Controlling Traffic Lights
    Phuoc Vinh Tran
    Tha Thi Bui
    Diem Tran
    Phuong Quoc Pham
    Anh Van Thi Tran
    Intelligent Information and Database Systems, ACIIDS 2016, Pt II, 2016, 9622 : 745 - 754
  • [22] Vision based adaptive traffic signal control system development
    Deng, LY
    Tang, NC
    Lee, DL
    Wang, CT
    Lu, MC
    AINA 2005: 19TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS, VOL 2, 2005, : 385 - 388
  • [23] A Smart Contract-Based Intelligent Traffic Adaptive Signal Control Scheme
    Wang, Wenyue
    Tian, Xiang
    Cheng, Xiaolu
    Yuan, Yuan
    Yan, Biwei
    Yu, Jiguo
    WIRELESS ALGORITHMS, SYSTEMS, AND APPLICATIONS (WASA 2022), PT I, 2022, 13471 : 52 - 63
  • [24] Smart Cities Traffic Congestion Monitoring and Control System
    Omar, Tamer
    Bovard, Daniel
    Tran, Huy
    ACMSE 2020: PROCEEDINGS OF THE 2020 ACM SOUTHEAST CONFERENCE, 2020, : 115 - 121
  • [25] Autonomous Traffic Light Control System for Smart Cities
    Kumar, S. Suresh
    Babu, M. Rajesh
    Vineeth, R.
    Varun, S.
    Sahil, A. N.
    Sharanraj, S.
    COMPUTING AND NETWORK SUSTAINABILITY, 2019, 75
  • [26] Dynamic Traffic Control and Management System for Smart Cities
    Mateen, Abdul
    Sher, Sabeen
    Rehman, Amjad
    Hanif, Zahid
    Akhtar, Tooba
    Ashraf, Mahmood
    ADVANCES IN SCIENCE AND TECHNOLOGY-RESEARCH JOURNAL, 2018, 12 (04) : 216 - 225
  • [27] Priority-based combined power and rate control for integrated voice and data traffic
    Zhang, Yan-Rong
    Chen, Hong
    Fan, Ping-Zhi
    Tiedao Xuebao/Journal of the China Railway Society, 2008, 30 (02): : 39 - 42
  • [28] IoT-based traffic prediction and traffic signal control system for smart city
    S. Neelakandan
    M. A. Berlin
    Sandesh Tripathi
    V. Brindha Devi
    Indu Bhardwaj
    N. Arulkumar
    Soft Computing, 2021, 25 : 12241 - 12248
  • [29] IoT-based traffic prediction and traffic signal control system for smart city
    Neelakandan, S.
    Berlin, M. A.
    Tripathi, Sandesh
    Devi, V. Brindha
    Bhardwaj, Indu
    Arulkumar, N.
    SOFT COMPUTING, 2021, 25 (18) : 12241 - 12248
  • [30] Priority-based CDMA system with variable code reservation periods for multiclass traffic
    Sheu, T.-L.
    Hou, J.-H.
    IET COMMUNICATIONS, 2007, 1 (02) : 233 - 240