DocumentCode :
233620
Title :
Accurate path-loss exponent correcting location method
Author :
Bai Si-qi ; Liang Wen-hai ; Qin Shuang
Author_Institution :
Sch. of Phys. & Electron. Eng., Sichuan Normal Univ., Chengdu, China
fYear :
2014
fDate :
28-30 July 2014
Firstpage :
472
Lastpage :
475
Abstract :
A lot of studies have been done in Received Signal Strength Indication (RSSI) based indoor location for wireless sensor network, and most of them assume that the Path-Loss Exponent (PLE) is a fixed value already known or can be measured by experiment. However, PLE is usually not a fixed value. Analysis and simulation indicate that the PLE has much effect on the distance estimation error under the commonly used log-normal shadowing model. Based on the existing positioning algorithm, we proposed a method dynamically correcting the value of PLE, using the environmental information of reference node. Finally, experiments have been implemented, and results show that the improved algorithm has higher positioning accuracy and good environmental adaptability.
Keywords :
indoor radio; log normal distribution; wireless sensor networks; PLE; RSSI; accurate path-loss exponent correcting location method; distance estimation error; indoor location; log-normal shadowing model; path-loss exponent; positioning algorithm; received signal strength indication; wireless sensor network; Accuracy; Algorithm design and analysis; Analytical models; Fingerprint recognition; Maximum likelihood estimation; Wireless sensor networks; PLE; RSSI; correcting method; indoor location;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference (CCC), 2014 33rd Chinese
Conference_Location :
Nanjing
Type :
conf
DOI :
10.1109/ChiCC.2014.6896669
Filename :
6896669
Link To Document :
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