Genetic Algorithm for Path Loss Model Selection in Signal Strength-Based Indoor Localization

Ranging methods using received signal strength (RSS) information are widely used for indoor localization because they can be easily implemented without conducting site surveys. However, range estimation with a single pathloss model produces considerable errors, which degrade the positioning performa...

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Bibliographic Details
Published in:	IEEE sensors journal Vol. 21; no. 21; pp. 24285 - 24296
Main Authors:	Lee, Byeong-ho, Ham, Doyoung, Choi, Jeongsik, Kim, Seong-Cheol, Kim, Yong-Hwa
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.11.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Attenuation Complexity Cost function Distance measurement genetic algorithm Genetic algorithms Indoor environment Indoor environments indoor localization Line of sight Localization Location awareness path loss model Radio waves Ray tracing Received signal strength Signal strength trilateration Wave propagation Wi-Fi Wireless fidelity
ISSN:	1530-437X, 1558-1748
Online Access:	Get full text
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