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Research on Intelligent Guidance Optimal Path of Shared Car Charging in the IOT Environment
Joint Authors
Sun, Yuefang
Wang, Hao
Guo, Zhaozhuang
Jin, Kangkang
Zhang, Chen
Source
Wireless Communications and Mobile Computing
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-04-24
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Information Technology and Computer Science
Abstract EN
In recent years, with the improvement of Internet of Things (IOT) technology, a “shared” service concept has appeared in people’s life.
In the limited available resources, it is of great value to study the optimal path of charging pile selection for shared cars.
With the help of Internet of Things technology and through analyzing the collected data, this paper introduces three path optimization methods, the Dijkstra algorithm, heuristic algorithm A∗, and improved particle swarm optimization (PSO) algorithm; establishes relevant convergence conditions; and takes the actual path cost as the criterion to judge the optimal path.
In addition, this paper studies the optimal path from the shared car to the charging pile.
Through the simulation experiment, the results show that compared with the traditional optimal path algorithm, the improved particle swarm optimization algorithm has strong parallelism and better search effect for optimal path selection in the case of large number of traffic path nodes and complex paths, which fully reflects the performance advantage of the algorithm.
American Psychological Association (APA)
Sun, Yuefang& Jin, Kangkang& Guo, Zhaozhuang& Zhang, Chen& Wang, Hao. 2020. Research on Intelligent Guidance Optimal Path of Shared Car Charging in the IOT Environment. Wireless Communications and Mobile Computing،Vol. 2020, no. 2020, pp.1-13.
https://search.emarefa.net/detail/BIM-1214408
Modern Language Association (MLA)
Sun, Yuefang…[et al.]. Research on Intelligent Guidance Optimal Path of Shared Car Charging in the IOT Environment. Wireless Communications and Mobile Computing No. 2020 (2020), pp.1-13.
https://search.emarefa.net/detail/BIM-1214408
American Medical Association (AMA)
Sun, Yuefang& Jin, Kangkang& Guo, Zhaozhuang& Zhang, Chen& Wang, Hao. Research on Intelligent Guidance Optimal Path of Shared Car Charging in the IOT Environment. Wireless Communications and Mobile Computing. 2020. Vol. 2020, no. 2020, pp.1-13.
https://search.emarefa.net/detail/BIM-1214408
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1214408