Cloud;
Internet of things;
sensors;
traffic management;
vehicle transportation;
FRAMEWORK;
D O I:
10.1080/23307706.2021.2024460
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
Presently, most smart cities face massive traffic issues every day. The smart cities' significant challenge is the traffic control system, wherein some places are automated and cost-effective. In this manuscript, cloud-assisted Internet of things Intelligent Transportation System (CIoT-ITS) is proposed to overcome traffic management's challenges. Here, the IoT sensor integrated camera is installed in every traffic signal corner to monitor the vehicle's flow. Further, the optimised vehicle flow data is sent to the cloud processes. The data from the various signal corners runs an algorithm to detect traffic direction and controls the signal lights. The alert notification is sent to the nearest traffic control room during traffic congestion using IoT sensors. Simulation analysis proved that the proposed CIoT-ITS could monitor and manage the vehicle flow successfully and automatically. The proposed system has been validated based on the optimisation parameter, which outperforms conventional methods.
机构:
Univ Calif Davis, John Muir Inst Environm, Davis, CA 95616 USA
Asia Univ, Coll Informat & Elect Engn, Taichung 41354, TaiwanUniv Calif Davis, John Muir Inst Environm, Davis, CA 95616 USA
Manogaran, Gunasekaran
;
Balasubramanian, Venki
论文数: 0引用数: 0
h-index: 0
机构:
Federat Univ Australia, Sch Sci Engn & Informat Technol, Ballarat, Vic 3350, AustraliaUniv Calif Davis, John Muir Inst Environm, Davis, CA 95616 USA
Balasubramanian, Venki
;
Rawal, Bharat S.
论文数: 0引用数: 0
h-index: 0
机构:
Gannon Univ, Cyber Dept, Erie, PA 16541 USAUniv Calif Davis, John Muir Inst Environm, Davis, CA 95616 USA
Rawal, Bharat S.
;
Saravanan, Vijayalakshmi
论文数: 0引用数: 0
h-index: 0
机构:
Ryerson Univ, WINCORE Lab, Toronto, ON M5B 2K3, CanadaUniv Calif Davis, John Muir Inst Environm, Davis, CA 95616 USA
Saravanan, Vijayalakshmi
;
Enrique Montenegro-Marin, Carlos
论文数: 0引用数: 0
h-index: 0
机构:
Univ Distrital Francisco Jose de Caldas, Fac Ingn, Bogota 110621, ColombiaUniv Calif Davis, John Muir Inst Environm, Davis, CA 95616 USA
Enrique Montenegro-Marin, Carlos
;
Ramachandran, Varatharajan
论文数: 0引用数: 0
h-index: 0
机构:
Bharath Univ, Sch Elect Engn, Dept Elect & Commun Engn, Chennai 600073, Tamil Nadu, IndiaUniv Calif Davis, John Muir Inst Environm, Davis, CA 95616 USA
机构:
Karpagam Acad Higher Educ, Dept Elect & Commun Engn, Coimbatore 641021, Tamil Nadu, IndiaGannon Univ, Comp & Informat Sci, Erie, PA 16541 USA
Baskar, S.
;
Shakeel, P. Mohamed
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tech Malaysia, Fac Informat & Commun Technol, Malacca 75450, MalaysiaGannon Univ, Comp & Informat Sci, Erie, PA 16541 USA
Shakeel, P. Mohamed
;
Hsu, Ching-Hsien
论文数: 0引用数: 0
h-index: 0
机构:
Asia Univ, Dept Comp Sci & Informat Engn, Taichung 41354, Taiwan
China Med Univ, China Med Univ Hosp, Dept Med Res, Taichung 40402, TaiwanGannon Univ, Comp & Informat Sci, Erie, PA 16541 USA
Hsu, Ching-Hsien
;
Bashir, Ali Kashif
论文数: 0引用数: 0
h-index: 0
机构:
Manchester Metropolitan Univ, Dept Comp & Math, Manchester M15 6BH, Lancs, EnglandGannon Univ, Comp & Informat Sci, Erie, PA 16541 USA
Bashir, Ali Kashif
;
Kumar, Priyan M.
论文数: 0引用数: 0
h-index: 0
机构:
Kyung Hee Univ, Dept Comp Sci & Engn, Seoul 130701, South KoreaGannon Univ, Comp & Informat Sci, Erie, PA 16541 USA
机构:
Sichuan Normal Univ, Coll Comp Sci, Chengdu 610101, Peoples R China
Waseda Univ, Global Informat & Telecommun Inst, Tokyo 1698050, JapanSichuan Normal Univ, Coll Comp Sci, Chengdu 610101, Peoples R China
Yu, Keping
;
Lin, Long
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Normal Univ, Coll Comp Sci, Chengdu 610101, Peoples R ChinaSichuan Normal Univ, Coll Comp Sci, Chengdu 610101, Peoples R China
Lin, Long
;
Alazab, Mamoun
论文数: 0引用数: 0
h-index: 0
机构:
Charles Darwin Univ, Coll Engn IT & Environm, Darwin, NT 0810, AustraliaSichuan Normal Univ, Coll Comp Sci, Chengdu 610101, Peoples R China
Alazab, Mamoun
;
Tan, Liang
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Normal Univ, Coll Comp Sci, Chengdu 610101, Peoples R China
Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R ChinaSichuan Normal Univ, Coll Comp Sci, Chengdu 610101, Peoples R China
Tan, Liang
;
Gu, Bo
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Sch Intelligent Syst Engn, Guangzhou 510275, Peoples R ChinaSichuan Normal Univ, Coll Comp Sci, Chengdu 610101, Peoples R China
机构:
Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
Qingdao Acad Intelligent Ind, Qingdao 266109, Peoples R ChinaChinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
Zhu, Fenghua
;
Lv, Yisheng
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
Qingdao Acad Intelligent Ind, Qingdao 266109, Peoples R ChinaChinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
Lv, Yisheng
;
Chen, Yuanyuan
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
Qingdao Acad Intelligent Ind, Qingdao 266109, Peoples R ChinaChinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
Chen, Yuanyuan
;
Wang, Xiao
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
VIPioneers Inc, Qingdao 266109, Peoples R ChinaChinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
Wang, Xiao
;
Xiong, Gang
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
Qingdao Acad Intelligent Ind, Qingdao 266109, Peoples R ChinaChinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
Xiong, Gang
;
Wang, Fei-Yue
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
Univ Chinese Acad Sci, Sch Econ & Management, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
机构:
Univ Calif Davis, John Muir Inst Environm, Davis, CA 95616 USA
Asia Univ, Coll Informat & Elect Engn, Taichung 41354, TaiwanUniv Calif Davis, John Muir Inst Environm, Davis, CA 95616 USA
Manogaran, Gunasekaran
;
Balasubramanian, Venki
论文数: 0引用数: 0
h-index: 0
机构:
Federat Univ Australia, Sch Sci Engn & Informat Technol, Ballarat, Vic 3350, AustraliaUniv Calif Davis, John Muir Inst Environm, Davis, CA 95616 USA
Balasubramanian, Venki
;
Rawal, Bharat S.
论文数: 0引用数: 0
h-index: 0
机构:
Gannon Univ, Cyber Dept, Erie, PA 16541 USAUniv Calif Davis, John Muir Inst Environm, Davis, CA 95616 USA
Rawal, Bharat S.
;
Saravanan, Vijayalakshmi
论文数: 0引用数: 0
h-index: 0
机构:
Ryerson Univ, WINCORE Lab, Toronto, ON M5B 2K3, CanadaUniv Calif Davis, John Muir Inst Environm, Davis, CA 95616 USA
Saravanan, Vijayalakshmi
;
Enrique Montenegro-Marin, Carlos
论文数: 0引用数: 0
h-index: 0
机构:
Univ Distrital Francisco Jose de Caldas, Fac Ingn, Bogota 110621, ColombiaUniv Calif Davis, John Muir Inst Environm, Davis, CA 95616 USA
Enrique Montenegro-Marin, Carlos
;
Ramachandran, Varatharajan
论文数: 0引用数: 0
h-index: 0
机构:
Bharath Univ, Sch Elect Engn, Dept Elect & Commun Engn, Chennai 600073, Tamil Nadu, IndiaUniv Calif Davis, John Muir Inst Environm, Davis, CA 95616 USA
机构:
Karpagam Acad Higher Educ, Dept Elect & Commun Engn, Coimbatore 641021, Tamil Nadu, IndiaGannon Univ, Comp & Informat Sci, Erie, PA 16541 USA
Baskar, S.
;
Shakeel, P. Mohamed
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tech Malaysia, Fac Informat & Commun Technol, Malacca 75450, MalaysiaGannon Univ, Comp & Informat Sci, Erie, PA 16541 USA
Shakeel, P. Mohamed
;
Hsu, Ching-Hsien
论文数: 0引用数: 0
h-index: 0
机构:
Asia Univ, Dept Comp Sci & Informat Engn, Taichung 41354, Taiwan
China Med Univ, China Med Univ Hosp, Dept Med Res, Taichung 40402, TaiwanGannon Univ, Comp & Informat Sci, Erie, PA 16541 USA
Hsu, Ching-Hsien
;
Bashir, Ali Kashif
论文数: 0引用数: 0
h-index: 0
机构:
Manchester Metropolitan Univ, Dept Comp & Math, Manchester M15 6BH, Lancs, EnglandGannon Univ, Comp & Informat Sci, Erie, PA 16541 USA
Bashir, Ali Kashif
;
Kumar, Priyan M.
论文数: 0引用数: 0
h-index: 0
机构:
Kyung Hee Univ, Dept Comp Sci & Engn, Seoul 130701, South KoreaGannon Univ, Comp & Informat Sci, Erie, PA 16541 USA
机构:
Sichuan Normal Univ, Coll Comp Sci, Chengdu 610101, Peoples R China
Waseda Univ, Global Informat & Telecommun Inst, Tokyo 1698050, JapanSichuan Normal Univ, Coll Comp Sci, Chengdu 610101, Peoples R China
Yu, Keping
;
Lin, Long
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Normal Univ, Coll Comp Sci, Chengdu 610101, Peoples R ChinaSichuan Normal Univ, Coll Comp Sci, Chengdu 610101, Peoples R China
Lin, Long
;
Alazab, Mamoun
论文数: 0引用数: 0
h-index: 0
机构:
Charles Darwin Univ, Coll Engn IT & Environm, Darwin, NT 0810, AustraliaSichuan Normal Univ, Coll Comp Sci, Chengdu 610101, Peoples R China
Alazab, Mamoun
;
Tan, Liang
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Normal Univ, Coll Comp Sci, Chengdu 610101, Peoples R China
Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R ChinaSichuan Normal Univ, Coll Comp Sci, Chengdu 610101, Peoples R China
Tan, Liang
;
Gu, Bo
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Sch Intelligent Syst Engn, Guangzhou 510275, Peoples R ChinaSichuan Normal Univ, Coll Comp Sci, Chengdu 610101, Peoples R China
机构:
Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
Qingdao Acad Intelligent Ind, Qingdao 266109, Peoples R ChinaChinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
Zhu, Fenghua
;
Lv, Yisheng
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
Qingdao Acad Intelligent Ind, Qingdao 266109, Peoples R ChinaChinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
Lv, Yisheng
;
Chen, Yuanyuan
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
Qingdao Acad Intelligent Ind, Qingdao 266109, Peoples R ChinaChinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
Chen, Yuanyuan
;
Wang, Xiao
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
VIPioneers Inc, Qingdao 266109, Peoples R ChinaChinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
Wang, Xiao
;
Xiong, Gang
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
Qingdao Acad Intelligent Ind, Qingdao 266109, Peoples R ChinaChinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
Xiong, Gang
;
Wang, Fei-Yue
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
Univ Chinese Acad Sci, Sch Econ & Management, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China