Title :
An Accuracy Estimation Algorithm for Fingerprint Positioning System
Author :
Deyue Zou ; Weixiao Meng ; Shuai Han
Author_Institution :
Sch. of Electron. & Inf. Eng., Harbin Inst. of Technol., Harbin, China
Abstract :
Seamless positioning is one of the goals for positioning technology. In all the related positioning systems, confidence parameters are needed, to support the location information fusion process in seamless positioning. Compared to the major positioning systems, positioning accuracy estimation parameter is absent in fingerprint positioning system. This hinders the fingerprint positioning system from cooperating with other positioning systems. This paper presents a positioning accuracy estimation algorithm to calculate a confidence parameter for fingerprint positioning systems. The proposed parameter method estimates the positioning accuracy based on the distribution of selected Reference Points (RP). The performance of the proposed parameter algorithm is proved by simulation and hardware experiments.
Keywords :
navigation; sensor fusion; RP; accuracy estimation algorithm; confidence parameter; fingerprint positioning system; location information fusion process; positioning accuracy estimation algorithm; positioning accuracy estimation parameter; positioning technology; reference points; Accuracy; Estimation; Fingerprint recognition; Global Positioning System; Radiofrequency identification; Wireless communication; Wireless sensor networks; daata fusion; fingerprint positioning; indoor positioning; seamless positioning;
Conference_Titel :
Instrumentation and Measurement, Computer, Communication and Control (IMCCC), 2014 Fourth International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4799-6574-8
DOI :
10.1109/IMCCC.2014.123
