Source location estimation for possibly unknown propagation models

Erwei Bai; Kidane Yosief; Raghu Mudumbai; Soura Dasgupta

doi:10.1109/ACC.2014.6858769

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Conference proceeding

Source location estimation for possibly unknown propagation models

Erwei Bai, Kidane Yosief, Raghu Mudumbai and Soura Dasgupta

2014 American Control Conference, pp.1729-1734

06/2014

DOI: 10.1109/ACC.2014.6858769

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Abstract

In this paper the source localization problem is considered without any knowledge of the signal propagation model, beyond the fact that the measured signal, e.g. received signal strength, strictly decreases with distance. Three algorithms dedicated to various scenarios are developed. Their convergence and other properties are established.

Noise

Source localization

Estimation

Position measurement

MCMC

Mobile communication

parameter estimation

Robustness

Loss measurement

Sensors

Details

Title: Subtitle: Source location estimation for possibly unknown propagation models
Creators: Erwei Bai - Dept. of Electr. & Comput. Eng., Univ. of Iowa, Iowa City, IA, USA
Kidane Yosief - Dept. of Electr. & Comput. Eng., Univ. of Iowa, Iowa City, IA, USA
Raghu Mudumbai - Dept. of Electr. & Comput. Eng., Univ. of Iowa, Iowa City, IA, USA
Soura Dasgupta - Dept. of Electr. & Comput. Eng., Univ. of Iowa, Iowa City, IA, USA
Resource Type: Conference proceeding
Publication Details: 2014 American Control Conference, pp.1729-1734
Publisher: American Automatic Control Council
DOI: 10.1109/ACC.2014.6858769
ISSN: 0743-1619
eISSN: 2378-5861
Language: English
Date published: 06/2014
Academic Unit: Electrical and Computer Engineering
Record Identifier: 9984083815202771

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