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

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...

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Main Authors:	Liangliang Lou, Jinyi Zhang, Yong Xiong, Yanliang Jin
Format:	Article
Language:	English
Published:	MDPI AG 2018-12-01
Series:	Sensors
Subjects:	vehicle detection geomagnetism received signal strength two-sensors fusion
Online Access:	http://www.mdpi.com/1424-8220/19/1/58

id	doaj-7d4060126fa6483c8027b72aa01d77b6
record_format	Article
spelling	doaj-7d4060126fa6483c8027b72aa01d77b62020-11-24T23:30:10ZengMDPI AGSensors1424-82202018-12-011915810.3390/s19010058s19010058A Novel Vehicle Detection Method Based on the Fusion of Radio Received Signal Strength and GeomagnetismLiangliang Lou0Jinyi Zhang1Yong Xiong2Yanliang Jin3Key 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, ChinaKey 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, ChinaShanghai Institute of Microsystem and Information Technology, Chinese Academy of Science, Shanghai 200050, ChinaKey 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, ChinaA 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.http://www.mdpi.com/1424-8220/19/1/58vehicle detectiongeomagnetismreceived signal strengthtwo-sensors fusion
collection	DOAJ
language	English
format	Article
sources	DOAJ
author	Liangliang Lou Jinyi Zhang Yong Xiong Yanliang Jin
spellingShingle	Liangliang Lou Jinyi Zhang Yong Xiong Yanliang Jin A Novel Vehicle Detection Method Based on the Fusion of Radio Received Signal Strength and Geomagnetism Sensors vehicle detection geomagnetism received signal strength two-sensors fusion
author_facet	Liangliang Lou Jinyi Zhang Yong Xiong Yanliang Jin
author_sort	Liangliang Lou
title	A Novel Vehicle Detection Method Based on the Fusion of Radio Received Signal Strength and Geomagnetism
title_short	A Novel Vehicle Detection Method Based on the Fusion of Radio Received Signal Strength and Geomagnetism
title_full	A Novel Vehicle Detection Method Based on the Fusion of Radio Received Signal Strength and Geomagnetism
title_fullStr	A Novel Vehicle Detection Method Based on the Fusion of Radio Received Signal Strength and Geomagnetism
title_full_unstemmed	A Novel Vehicle Detection Method Based on the Fusion of Radio Received Signal Strength and Geomagnetism
title_sort	novel vehicle detection method based on the fusion of radio received signal strength and geomagnetism
publisher	MDPI AG
series	Sensors
issn	1424-8220
publishDate	2018-12-01
description	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.
topic	vehicle detection geomagnetism received signal strength two-sensors fusion
url	http://www.mdpi.com/1424-8220/19/1/58
work_keys_str_mv	AT lianglianglou anovelvehicledetectionmethodbasedonthefusionofradioreceivedsignalstrengthandgeomagnetism AT jinyizhang anovelvehicledetectionmethodbasedonthefusionofradioreceivedsignalstrengthandgeomagnetism AT yongxiong anovelvehicledetectionmethodbasedonthefusionofradioreceivedsignalstrengthandgeomagnetism AT yanliangjin anovelvehicledetectionmethodbasedonthefusionofradioreceivedsignalstrengthandgeomagnetism AT lianglianglou novelvehicledetectionmethodbasedonthefusionofradioreceivedsignalstrengthandgeomagnetism AT jinyizhang novelvehicledetectionmethodbasedonthefusionofradioreceivedsignalstrengthandgeomagnetism AT yongxiong novelvehicledetectionmethodbasedonthefusionofradioreceivedsignalstrengthandgeomagnetism AT yanliangjin novelvehicledetectionmethodbasedonthefusionofradioreceivedsignalstrengthandgeomagnetism
_version_	1725542471501348864

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

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