DocumentCode :
1934675
Title :
Sequence detection of movement for accurate area based indoor positioning and tracking
Author :
Wawrzyniak, Piotr ; Hausman, Slawomir ; Korbel, Piotr
Author_Institution :
Inst. of Electron., Lodz Univ. of Technol., Lodz, Poland
fYear :
2015
fDate :
13-17 April 2015
Firstpage :
1
Lastpage :
4
Abstract :
This paper introduces a novel sequential approach to user movement analysis and tracking for indoor positioning systems. The algorithm utilizes stored reference and measured received signal strength indication (RSSI) data to determine the most likely movement paths represented as sequences of rectangular zones. It is demonstrated that the application of the proposed approach results in an improvement of user position estimation accuracy compared to the random forest classifier trained on the same reference data set.
Keywords :
RSSI; indoor navigation; indoor radio; indoor positioning; received signal strength indication; sequence detection of movement; user movement analysis; Accuracy; Algorithm design and analysis; Classification algorithms; Estimation; Radar tracking; Radio frequency; Tracking; indoor positioning; mobility modeling;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Antennas and Propagation (EuCAP), 2015 9th European Conference on
Conference_Location :
Lisbon
Type :
conf
Filename :
7228796
Link To Document :
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