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A real time RSSI based novel algorithm to improve indoor localization accuracy for target tracking in wireless sensor networks


Article Information

Title: A real time RSSI based novel algorithm to improve indoor localization accuracy for target tracking in wireless sensor networks

Authors: K. Vadivukkarasi, R. Kumar, Mary joe

Journal: ARPN Journal of Engineering and Applied Sciences

HEC Recognition History
Category From To
Y 2023-07-01 2024-09-30
Y 2022-07-01 2023-06-30
Y 2021-07-01 2022-06-30
X 2020-07-01 2021-06-30

Publisher: Khyber Medical College, Peshawar

Country: Pakistan

Year: 2015

Volume: 10

Issue: 16

Language: English

Categories

Abstract

This paper deals with the development and deployment of a wireless sensor network for monitoring locations of a mobile target in an indoor environment. The system uses received signal strength (RSS) measurements as the baseline for range determination. Although the RSSI based localization technology needs no additional hardware, the accuracy remains a big challenge because of the severe fading effects and multipath propagation in the indoor environments. This paper proposes a new method along with the Kalman filter in order to improve the localization accuracy. The system is tested for indoor environment. An error reduction of more than 50% is achieved in indoor environment.


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