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A Novel Vehicle Detection Method Based on the Fusion of Radio Received Signal Strength and Geomagnetism

1
Key laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute for Advanced Communication and Data Science, School of Communication and Information Engineering, Shanghai University, Shanghai 200072, China
2
Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Science, Shanghai 200050, China
*
Author to whom correspondence should be addressed.
Sensors 2019, 19(1), 58; https://doi.org/10.3390/s19010058
Received: 20 November 2018 / Revised: 14 December 2018 / Accepted: 20 December 2018 / Published: 24 December 2018
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Abstract

A geomagnetic signal blind zone exists between the front and rear axle of high-chassis vehicle such as trucks and buses, which leads to multiple-detection problem in detecting those vehicles running at low speed on roads or error-detection problem in the case of the stopping position of the vehicle is not standard when waiting for the traffic light to change. In order to improve the detection accuracy of any type of vehicle running at any speed, a novel two-sensors data fusion vehicle detection method through combining received signal strength from radio stations with geomagnetism around vehicles is designed and verified in the paper. Experimental results show that the accuracy of our proposed method can reach 95.4% and traditional single magnetism-based detection method was only 83.4% in the detection of high-chassis vehicles. View Full-Text
Keywords: vehicle detection; geomagnetism; received signal strength; two-sensors fusion vehicle detection; geomagnetism; received signal strength; two-sensors fusion
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Lou, L.; Zhang, J.; Xiong, Y.; Jin, Y. A Novel Vehicle Detection Method Based on the Fusion of Radio Received Signal Strength and Geomagnetism. Sensors 2019, 19, 58.

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