Title :
Localization algorithm for GSM mobiles based on RSSI and Pearson´s correlation coefficient
Author :
Yunzhou Zhang ; Huiyu Liu ; Wenyan Fu ; Aichun Zhou ; Liang Mi
Author_Institution :
Northeastern Univ., Shenyang, China
Abstract :
For GSM localization, an algorithm is developed with received signal strength indication(RSSI) and Pearson´s correlation coefficient. Based on Cell-Id method. Redundant information from seven base stations is fully utilized to strengthen the localization accuracy. Our method does not need additional device or prior statistical knowledge. Simulation and field experiment are implemented for performance verification. Compared with typical algorithms such as Cell-Id and the Minimum Variance Localization, our proposed algorithm can achieve better accuracy.
Keywords :
cellular radio; correlation methods; statistical analysis; GSM localization; GSM mobiles; Pearson correlation coefficient; RSSI; cell-Id method; localization algorithm; received signal strength indication; redundant information; statistical knowledge; variance localization; Accuracy; Base stations; GSM; Hidden Markov models; Interference; Mobile communication; Performance evaluation;
Conference_Titel :
Consumer Electronics (ICCE), 2014 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4799-1290-2
DOI :
10.1109/ICCE.2014.6776006