2015 38th International Conference on Telecommunications and Signal Processing (TSP) 2015
DOI: 10.1109/tsp.2015.7296384
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Impact of APs removal on accuracy of fingerprinting localization algorithms

Abstract: In this paper the impact of the Access Points (APs) removal on localization accuracy of Rank Based Fingerprinting (RBF) will be investigated using simulations. The RBF algorithm was previously proposed by the authors and it seems to improve performance of the traditional fingerprinting algorithms and reduce impact of the device change on the accuracy of the positioning process. In the first part of the paper the impact of APs with different Received Signal Strength values on the performance of the positioning … Show more

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(2 citation statements)
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“…In the previous papers we have proposed optimization algorithms which help to decrease complexity of modular positioning system. The modular positioning system was proposed to estimate position of mobile device in various environments using optimal localization platform (GNSS, GSM or Wi‐Fi) .…”
Section: Hybrid Positioning Systemmentioning
confidence: 99%
See 1 more Smart Citation
“…In the previous papers we have proposed optimization algorithms which help to decrease complexity of modular positioning system. The modular positioning system was proposed to estimate position of mobile device in various environments using optimal localization platform (GNSS, GSM or Wi‐Fi) .…”
Section: Hybrid Positioning Systemmentioning
confidence: 99%
“…The transmitter reduction algorithm was proposed to reduce complexity of the localization system in case that mobile device senses large number of transmitters . The basic assumption for the algorithm is that localization accuracy is mostly affected by transmitters with higher RSS values and transmitters with low RSS have not significant impact.…”
Section: Hybrid Positioning Systemmentioning
confidence: 99%