DocumentCode
661807
Title
A vehicle detection algorithm based on wireless magnetic sensor networks
Author
Xiangke Guan ; Zusheng Zhang ; Jingquan Zhou ; Fengqi Yu
Author_Institution
Dept. of Integrated Electron., Shenzhen Inst. of Adv. Technol., Shenzhen, China
fYear
2013
fDate
14-16 Aug. 2013
Firstpage
669
Lastpage
674
Abstract
At present, the research of parking management system based on Wireless Sensor Networks (WSN) and Anisotropic Magneto Resistive (AMR) sensors have made great progress. However, due to the diversity of the vehicle magnetic signal and the interference caused by the adjacent parking spaces, vehicle detection technique using wireless magnetic sensor networks is still immature. For accurately detecting a parking vehicle in a parking lot, we propose a detection algorithm named Relative Extremum Algorithm (REA). On the parking lot at Shenzhen Institutes of Advanced Technology (SIAT), 82 sensor devices are deployed to evaluate the performance of REA. By running the system for more than half a year, we observe that the vehicle detection accuracy of the REA is above 98.8%.
Keywords
enhanced magnetoresistance; magnetic sensors; magnetoresistive devices; vehicles; wireless sensor networks; AMR; WSN; anisotropic magneto resistive sensors; interference; parking management system; relative extremum algorithm; vehicle detection algorithm; vehicle magnetic signal; wireless magnetic sensor networks; Interference; Magnetic sensors; Space vehicles; Vehicle detection; Wireless sensor networks; Min-max algorithm; parking management system; threshold-based algorithm; vehicle detection; wireless magnetic sensor networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications and Networking in China (CHINACOM), 2013 8th International ICST Conference on
Conference_Location
Guilin
Type
conf
DOI
10.1109/ChinaCom.2013.6694677
Filename
6694677
Link To Document