On Intelligent Transportation System Based on GPS and Data Mining
被引:1
|
作者:
论文数: 引用数:
h-index:
机构:
Yan Bo
[1
]
Huang Yehua
论文数: 0引用数: 0
h-index: 0
机构:
South China Univ Technol, Sch Econ & Commerce, Guangzhou 510006, Guangdong, Peoples R ChinaSouth China Univ Technol, Sch Econ & Commerce, Guangzhou 510006, Guangdong, Peoples R China
Huang Yehua
[1
]
Ma Xinjun
论文数: 0引用数: 0
h-index: 0
机构:
Guangdong Acad Sci, Automat Engn R&M Ctr, Guangzhou 510070, Guangdong, Peoples R ChinaSouth China Univ Technol, Sch Econ & Commerce, Guangzhou 510006, Guangdong, Peoples R China
Ma Xinjun
[2
]
机构:
[1] South China Univ Technol, Sch Econ & Commerce, Guangzhou 510006, Guangdong, Peoples R China
[2] Guangdong Acad Sci, Automat Engn R&M Ctr, Guangzhou 510070, Guangdong, Peoples R China
GPS;
Data mining;
Intelligent Transportation System (ITS);
Best path;
D O I:
10.1109/CHICC.2008.4605756
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
On the basis of the effective using of the satellite information offered by GPS, this paper sets up the database of the real-time information of traffic conditions that combined road information acquired by various types of vehicles-in ITS and exploit data mining software of analytical work, construct the more advanced intellectual traffic system of city in order to help improve the city road traffic. The system will gather traffic flow speed from logistics and distribution vehicles, buses, taxis to obtain congested real-time information of the traffic and statistical analysis of traffic flow situation. The best road conditions will be selected by information system based on data mining (not the shortest path). The selected path may be a circuitous path to avoid traffic jam but spend shorter time, more reasonable energy consumption, and enable the driver to reach the destination most quickly, thereby reduce urban road traffic congestion situation and solve the problem of traffic bottlenecks to optimize the construction of urban road traffic objectives and achieve maximum efficiency. This paper puts forward and illuminates the concept and thought of the best route at the same time.
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页码:595 / +
页数:2
相关论文
共 3 条
[1]
CAO J, 2007, 6 INT C ITS TEL, P134
[2]
Chang E. C.-P., 2004, 2004 IEEE International Conference on Networking, Sensing and Control (IEEE Cat. No.04EX761), P486