Support Vector Regression for Mobile Target Localization in Indoor Environments

Support Vector Regression for Mobile Target Localization in Indoor Environments

Trilateration-based target localization using received signal strength (RSS) in a wireless sensor network (WSN) generally yields inaccurate location estimates due to high fluctuations in RSS measurements in indoor environments. Improving the localization accuracy in RSS-based systems has long been t...

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Bibliographic Details
Main Authors: Satish R. Jondhale, Vijay Mohan, Bharat Bhushan Sharma, Jaime Lloret, Shashikant V. Athawale
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Sensors
Subjects:
trilateration
received signal strength (RSS)
wireless sensor network (WSN)
localization and tracking (L&T)
support vector regression (SVR)
Kalman filter (KF)
Online Access:https://www.mdpi.com/1424-8220/22/1/358

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https://www.mdpi.com/1424-8220/22/1/358

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