A1 Journal article (refereed)
Analysis of Received Signal Strength Quantization in Fingerprinting Localization (2020)


Khandker, S., Torres-Sospedra, J., & Ristaniemi, T. (2020). Analysis of Received Signal Strength Quantization in Fingerprinting Localization. Sensors, 20(11), Article 3203. https://doi.org/10.3390/s20113203


JYU authors or editors


Publication details

All authors or editorsKhandker, Syed; Torres-Sospedra, Joaquín; Ristaniemi, Tapani

Journal or seriesSensors

eISSN1424-8220

Publication year2020

Volume20

Issue number11

Article number3203

PublisherMDPI

Publication countrySwitzerland

Publication languageEnglish

DOIhttps://doi.org/10.3390/s20113203

Publication open accessOpenly available

Publication channel open accessOpen Access channel

Publication is parallel published (JYX)https://jyx.jyu.fi/handle/123456789/70909


Abstract

In recent times, Received Signal Strength (RSS)-based Wi-Fi fingerprinting localization has become one of the most promising techniques for indoor localization. The primary aim of RSS is to check the quality of the signal to determine the coverage and the quality of service. Therefore, fine-resolution RSS is needed, which is generally expressed by 1-dBm granularity. However, we found that, for fingerprinting localization, fine-granular RSS is unnecessary. A coarse-granular RSS can yield the same positioning accuracy. In this paper, we propose quantization for only the effective portion of the signal strength for fingerprinting localization. We found that, if a quantized RSS fingerprint can carry the major characteristics of a radio environment, it is sufficient for localization. Five publicly open fingerprinting databases with four different quantization strategies were used to evaluate the study. The proposed method can help to simplify the hardware configuration, enhance security, and save approximately 40–60% storage space and data traffic.


Keywordsindoor positioningwireless local area networks

Free keywords fingerprinting; quantization; indoor positioning


Contributing organizations


Ministry reportingYes

Reporting Year2020

JUFO rating1


Last updated on 2024-22-04 at 12:13