DocumentCode
3418136
Title
Research on model of indoor distance measurement based on receiving signal strength
Author
Minghui, Zhu ; Huiqing, Zhang
Author_Institution
Coll. of Electron. Inf. & Control Eng., Beijing Univ. of Technol., Beijing, China
Volume
5
fYear
2010
fDate
25-27 June 2010
Abstract
Distance measurement based on RSSI is a low-cost and low complexity of the distance measurement technique, and it is widely applied in the range-based localization of the Wireless Sensor Networks. Because t there is a non line of sight and multipath transmission effects as the indoor environment, the ranging error is relatively large. In the method of eliminating ranging error, using linear regression analysis of the RF signal transmission parameters A and n to optimize the constants obtains to meet specific environmental parameters. Proposed two kinds of filtering model for filtering collected RSSI. As the experimental results show, ranging error has been significantly improved through the parameter optimization and filtering processing.
Keywords
distance measurement; filtering theory; indoor radio; regression analysis; wireless sensor networks; RF signal transmission parameters; filtering collected RSSI; filtering processing; indoor distance measurement; indoor environment; linear regression analysis; multipath transmission effect; nonline-of-sight effect; parameter optimization; range-based localization; receiving signal strength; wireless sensor networks; Consumer electronics; Control engineering; Distance measurement; Educational institutions; Filtering; Filters; Indoor environments; Linear regression; Radio frequency; Signal analysis; Filter model; Indoor distance measurement; Linear regression analysis; RSSI;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Design and Applications (ICCDA), 2010 International Conference on
Conference_Location
Qinhuangdao
Print_ISBN
978-1-4244-7164-5
Electronic_ISBN
978-1-4244-7164-5
Type
conf
DOI
10.1109/ICCDA.2010.5540847
Filename
5540847
Link To Document