DocumentCode
116745
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
fYear
2014
fDate
10-13 Jan. 2014
Firstpage
284
Lastpage
285
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Consumer Electronics (ICCE), 2014 IEEE International Conference on
Conference_Location
Las Vegas, NV
ISSN
2158-3994
Print_ISBN
978-1-4799-1290-2
Type
conf
DOI
10.1109/ICCE.2014.6776006
Filename
6776006
Link To Document