A Bayesian strategy to enhance the performance of indoor localization systems

Iglesias Alvarez, Josué and Bernardos Barbolla, Ana M. and Casar Corredera, Jose Ramon (2011). A Bayesian strategy to enhance the performance of indoor localization systems. In: "Proceedings of the CONTEXTS 2011 Workshop", 06/04/2011 - 08/04/2011, Salamanca, España.

Description

Title: A Bayesian strategy to enhance the performance of indoor localization systems
Author/s:
  • Iglesias Alvarez, Josué
  • Bernardos Barbolla, Ana M.
  • Casar Corredera, Jose Ramon
Item Type: Presentation at Congress or Conference (Article)
Event Title: Proceedings of the CONTEXTS 2011 Workshop
Event Dates: 06/04/2011 - 08/04/2011
Event Location: Salamanca, España
Title of Book: Proceedings of the Workshop strategy to enhance the performance of indoor localization systems
Date: 2011
Subjects:
Faculty: E.T.S.I. Telecomunicación (UPM)
Department: Señales, Sistemas y Radiocomunicaciones
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

This work describes the probabilistic modelling af a Bayesian-based mechanism to improve location estimates of an already deployed location system by fusing its outputs with low-cost binary sensors. This mechanism takes advantege of the localization captabilities of different technologies usually present in smart environments deployments. The performance of the proposed algorithm over a real sensor deployment is evaluated using simulated and real experimental data.

More information

Item ID: 11635
DC Identifier: http://oa.upm.es/11635/
OAI Identifier: oai:oa.upm.es:11635
Deposited by: Memoria Investigacion
Deposited on: 07 Mar 2013 10:41
Last Modified: 20 Apr 2016 19:39
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