Title :
The impact of NLOS components in Time-of-Flight networks for indoor positioning systems
Author :
Moschevikin, Alex ; Galov, Aleksandr ; Reginya, Sergey ; Volkov, Alexander ; Sikora, Axel
Author_Institution :
Petrozavodsk State Univ., RTL-Service Ltd., Petrozavodsk, Russia
Abstract :
Ranging errors are inevitable in all local positioning systems, including those based on Time-of-Flight (ToF) technique. Results of experiments show that the major cause for these errors is a signal degradation from multipath propagation. This effect is especially critical in case of Non-Light-of-Sight (NLOS) conditions. This paper describes causes that affects ranging errors for nanoLOC™-TOF-technology and presents estimations for the probability density functions of such errors under different NLOS conditions. The provided estimations allow the improvement of the accuracy of the localization through the subsequent mitigation of the ranging errors from the measurements. Additionally, it is proposed to increase the number of cases of NLOS-conditions for the improvement of the accuracy.
Keywords :
indoor radio; probability; NLOS component; indoor positioning system; multipath propagation; nanoLOC-TOF-technology; nonlight-of-sight condition; probability density function; signal degradation; time-of-flight network; Accuracy; Distance measurement; Educational institutions; Estimation; Mobile nodes; Probability density function; IEEE 802.15.4a; Non-line-of-sight; RealTrac; Wireless sensor networks; indoor positioning systems; nanoLOC™; received signal strength; time-of-flight;
Conference_Titel :
Intelligent Data Acquisition and Advanced Computing Systems (IDAACS), 2013 IEEE 7th International Conference on
Conference_Location :
Berlin
Print_ISBN :
978-1-4799-1426-5
DOI :
10.1109/IDAACS.2013.6662727