WAVE-Based Short-Range Vehicular Localization Through Vector Match

被引:2
|
作者
Zhang, Jinyu [1 ,2 ]
Zhang, Yifan [3 ]
机构
[1] Beijing Jiaotong Univ, Sch Comp Sci & Technol, Beijing 100044, Peoples R China
[2] Univ Lancaster, Sch Comp & Commun, Lancaster LA1 4WA, England
[3] Beijing Univ Aeronaut & Astronaut, Sch Econ Management, Beijing 100191, Peoples R China
关键词
Correlation; filter; received signal strength indication (RSSI); wireless access in vehicular environments (WAVE); ALGORITHM;
D O I
10.1109/TIE.2019.2893828
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Precise and real-time position information are critical for an enforcement, autopilot, or navigation system at a toll station. However, global positioning system (GPS) has insufficient accuracy and low sampling rate. In this paper, a short-range vehicle localization algorithm is proposed to supplement the distance gap of the GPS. A normalized received signal strength indication (RSSI) sequence takes the place of RSSI at position evaluation in which problems of low signal noise ratio are alleviated. A position similarity degree algorithm is proposed to mitigate the low variability of a fingerprint, a seamless localization is achieved. A filter is designed to cut off the dataset of remote calibration points; the multipath effect is mitigated. Finally, the experiments verify the suitability of accuracy and execution time for enforcement and autopilot, and the insignificant effect of speed, traffic, and grid size.
引用
收藏
页码:592 / 600
页数:9
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