Particle filtering for indoor RFID tag tracking

Savic, Vladimir and Athalye, Akshay and Bolic, Miodrag and Djuric, Petar (2011). Particle filtering for indoor RFID tag tracking. In: "2011 IEEE of Statistical Signal Processing Workshop (SSP)", 28/06/2011 - 30/06/2011, Niza, Francia. ISBN 978-1-4577-0569-4.

Description

Title: Particle filtering for indoor RFID tag tracking
Author/s:
  • Savic, Vladimir
  • Athalye, Akshay
  • Bolic, Miodrag
  • Djuric, Petar
Item Type: Presentation at Congress or Conference (Article)
Event Title: 2011 IEEE of Statistical Signal Processing Workshop (SSP)
Event Dates: 28/06/2011 - 30/06/2011
Event Location: Niza, Francia
Title of Book: Proceedings of 2011 IEEE of Statistical Signal Processing Workshop (SSP)
Date: 2011
ISBN: 978-1-4577-0569-4
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

In this paper, we propose a particle filtering (PF) method for indoor tracking using radio frequency identification (RFID) based on aggregated binary measurements. We use an Ultra High Frequency (UHF) RFID system that is composed of a standard RFID reader, a large set of standard passive tags whose locations are known, and a newly designed, special semi-passive tag attached to an object that is tracked. This semi-passive tag has the dual ability to sense the backscatter communication between the reader and other passive tags which are in its proximity and to communicate this sensed information to the reader using backscatter modulation. We refer to this tag as a sense-a-tag (ST). Thus, the ST can provide the reader with information that can be used to determine the kinematic parameters of the object on which the ST is attached. We demonstrate the performance of the method with data obtained in a laboratory environment.

More information

Item ID: 12195
DC Identifier: http://oa.upm.es/12195/
OAI Identifier: oai:oa.upm.es:12195
Official URL: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5967656&tag=1
Deposited by: Memoria Investigacion
Deposited on: 30 Aug 2012 10:18
Last Modified: 21 Apr 2016 11:24
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