UGC Approved Journal no 63975

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 6 Issue 10
October-2019
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1912092


Registration ID:
228427

Page Number

687-692

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Title

Indoor localization Via Neural Networks and Wi-Fi Signal

Abstract

Receiver localization indoors is the key element of Location Based Services (LBS) creation for wireless applications nowadays. Estimating the exact location is the key factor. Specific spatial estimation methods, such as Angle of Arrival, Time of Arrival have certain localization limitations. Indoor localization schemes based on received signal strength(RSS) may also be used to estimate receiver position. In this paper Neural Network based algorithms such as Nonlinear Autoregressive (NAR) and Nonlinear Autoregressive with External Input form (NARX) have been used to estimate the receiver's location in KLEF Library Block, Vaddeswaram, India. From our results it is clear that NARX performs better than NAR. For NARX the effective location rate is about 0.35 and the standard positional error deviation is also small.

Key Words

Indoor Localization, GPS, RSS, MLNN, NAR, NARX

Cite This Article

"Indoor localization Via Neural Networks and Wi-Fi Signal", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 10, page no.687-692, October-2019, Available :http://www.jetir.org/papers/JETIR1912092.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Indoor localization Via Neural Networks and Wi-Fi Signal", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 10, page no. pp687-692, October-2019, Available at : http://www.jetir.org/papers/JETIR1912092.pdf

Publication Details

Published Paper ID: JETIR1912092
Registration ID: 228427
Published In: Volume 6 | Issue 10 | Year October-2019
DOI (Digital Object Identifier):
Page No: 687-692
Country: -, -, - .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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