Robust Received Signal Strength Indicator (RSSI)-Based Multitarget Localization via Gaussian Process Regression

Robust Received Signal Strength Indicator (RSSI)-Based Multitarget Localization via Gaussian Process Regression

We consider the robust localization, via Gaussian process regression (GPR), of multiple transmitters/targets based on received signal strength indicator (RSSI) data collected by fixed sensors distributed in the environment. For such a scenario and approach, we contribute both with a novel noise robu...

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Bibliographic Details
Main Authors: Niclas Fuhrling, Hyeon Seok Rou, Giuseppe Thadeu Freitas de Abreu, David Gonzalez G., Osvaldo Gonsa
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Journal of Indoor and Seamless Positioning and Navigation
Subjects:
Gaussian process regression (GPR)
machine learning
multitarget localization
noise robustness
received signal strength indicator (RSSI)
Online Access:https://ieeexplore.ieee.org/document/10314734/
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