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
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;
Conference_Titel :
Communications and Networking in China (CHINACOM), 2013 8th International ICST Conference on
Conference_Location :
Guilin
DOI :
10.1109/ChinaCom.2013.6694677