Analysis of Intelligent Transportation System Application Based on Internet of Things and Big Data Technology under the Background of Information Society
With the growth of national economic strength, urban modernization has become an indispensable part. Among them, urban road traffic congestion has become the main problem affecting work and traffic. Traffic pressure promotes the massive use of Internet of Things and other technologies in the transpo...
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| Format: | Article |
| Language: | English |
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Wiley
2022-01-01
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| Series: | Advances in Multimedia |
| Online Access: | http://dx.doi.org/10.1155/2022/6001355 |
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| _version_ | 1832561612195627008 |
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| author | Di Wang Weijing Xu Xuesong Jia |
| author_facet | Di Wang Weijing Xu Xuesong Jia |
| author_sort | Di Wang |
| collection | DOAJ |
| description | With the growth of national economic strength, urban modernization has become an indispensable part. Among them, urban road traffic congestion has become the main problem affecting work and traffic. Traffic pressure promotes the massive use of Internet of Things and other technologies in the transportation system. The integration of computer, Internet of Things and transportation system forms a new intelligent transportation concept. With the advent of intelligent information society, the application of intelligent transportation is imminent. In view of the shortcomings of urban intelligent transportation, this paper uses Internet of Things technology and big data technology to study it. Firstly, it analyzes the function and value of IoT intelligent transportation, analyzes the system components from the construction principle, and makes full use of intelligent technology to improve the transportation system. Secondly, the optimal path algorithm is proposed in the IoT urban intelligent transportation system model. The advantages and disadvantages of genetic algorithm and heuristic algorithm are analyzed, and ant colony algorithm is used for further optimization. In order to verify the feasibility of the intelligent transportation system, technologies such as big data edge computing are also used to comprehensively evaluate and study the use of the system. Finally, we analyze the results of the practical application of the intelligent transportation system under the Internet of Things technology. The research results show that the urban intelligent transportation system, supported by the Internet of Things technology, can realize the dynamic planning of the optimal route, help the people to improve their driving experience in the high safety and intellectualization, and greatly avoid a series of problems caused by congestion. |
| format | Article |
| id | doaj-art-08d254dda9be41cfb166f21aa808bfea |
| institution | Kabale University |
| issn | 1687-5699 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Advances in Multimedia |
| spelling | doaj-art-08d254dda9be41cfb166f21aa808bfea2025-02-03T01:24:36ZengWileyAdvances in Multimedia1687-56992022-01-01202210.1155/2022/6001355Analysis of Intelligent Transportation System Application Based on Internet of Things and Big Data Technology under the Background of Information SocietyDi Wang0Weijing Xu1Xuesong Jia2School of Information and Control EngineeringSchool of Information and Control EngineeringSchool of Information and Control EngineeringWith the growth of national economic strength, urban modernization has become an indispensable part. Among them, urban road traffic congestion has become the main problem affecting work and traffic. Traffic pressure promotes the massive use of Internet of Things and other technologies in the transportation system. The integration of computer, Internet of Things and transportation system forms a new intelligent transportation concept. With the advent of intelligent information society, the application of intelligent transportation is imminent. In view of the shortcomings of urban intelligent transportation, this paper uses Internet of Things technology and big data technology to study it. Firstly, it analyzes the function and value of IoT intelligent transportation, analyzes the system components from the construction principle, and makes full use of intelligent technology to improve the transportation system. Secondly, the optimal path algorithm is proposed in the IoT urban intelligent transportation system model. The advantages and disadvantages of genetic algorithm and heuristic algorithm are analyzed, and ant colony algorithm is used for further optimization. In order to verify the feasibility of the intelligent transportation system, technologies such as big data edge computing are also used to comprehensively evaluate and study the use of the system. Finally, we analyze the results of the practical application of the intelligent transportation system under the Internet of Things technology. The research results show that the urban intelligent transportation system, supported by the Internet of Things technology, can realize the dynamic planning of the optimal route, help the people to improve their driving experience in the high safety and intellectualization, and greatly avoid a series of problems caused by congestion.http://dx.doi.org/10.1155/2022/6001355 |
| spellingShingle | Di Wang Weijing Xu Xuesong Jia Analysis of Intelligent Transportation System Application Based on Internet of Things and Big Data Technology under the Background of Information Society Advances in Multimedia |
| title | Analysis of Intelligent Transportation System Application Based on Internet of Things and Big Data Technology under the Background of Information Society |
| title_full | Analysis of Intelligent Transportation System Application Based on Internet of Things and Big Data Technology under the Background of Information Society |
| title_fullStr | Analysis of Intelligent Transportation System Application Based on Internet of Things and Big Data Technology under the Background of Information Society |
| title_full_unstemmed | Analysis of Intelligent Transportation System Application Based on Internet of Things and Big Data Technology under the Background of Information Society |
| title_short | Analysis of Intelligent Transportation System Application Based on Internet of Things and Big Data Technology under the Background of Information Society |
| title_sort | analysis of intelligent transportation system application based on internet of things and big data technology under the background of information society |
| url | http://dx.doi.org/10.1155/2022/6001355 |
| work_keys_str_mv | AT diwang analysisofintelligenttransportationsystemapplicationbasedoninternetofthingsandbigdatatechnologyunderthebackgroundofinformationsociety AT weijingxu analysisofintelligenttransportationsystemapplicationbasedoninternetofthingsandbigdatatechnologyunderthebackgroundofinformationsociety AT xuesongjia analysisofintelligenttransportationsystemapplicationbasedoninternetofthingsandbigdatatechnologyunderthebackgroundofinformationsociety |