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Physical Modeling and Performance Bounds for Device-free Localization Systems

Academic Article
Publication Date:
2015
abstract:
In this letter, an analytically tractable model based on diffraction theory is proposed to describe the perturbations of the electromagnetic propagation of radio signals caused by the presence of a moving object in the 2D area near the transmitting/receiving devices. This novel model is instrumental to the evaluation of non-cooperative device-free localization (DFL) systems as it allows to relate the received signal strength measurements of multiple radio links to the object size, orientation and position. The proposed model is validated experimentally using radio devices and it is used to derive closed-form fundamental limits to DFL accuracy, providing an analytical tool for DFL system design and network 2D pre-deployment assessment.
Iris type:
01.01 Articolo in rivista
Keywords:
Cramer-Rao lower bound; device-free localization; human body shadowing; wireless sensor networks
List of contributors:
Savazzi, Stefano; Rampa, Vittorio
Authors of the University:
SAVAZZI STEFANO
Handle:
https://iris.cnr.it/handle/20.500.14243/294151
Published in:
IEEE SIGNAL PROCESSING LETTERS
Journal
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URL

http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7113801
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