NDLI: Tracking of a moving emitter based on delay and Doppler shift using a particle filter

Content Provider	IEEE Xplore Digital Library
Author	Sidi, A.J. Weiss, A.J.
Copyright Year	2010
Description	Author affiliation: School of Electrical Engineering, Tel Aviv University (Sidi, A.J.; Weiss, A.J.)
Abstract	The gelocation and tracking of a moving transmitter using receivers mounted on stationary or moving platforms is considered. It is assumed that the transmitted radio signal is unknown and that the transmitter dynamics model is known. Two-step conventional methods measure time difference of arrivals and differential Doppler in a first step and in the second step use these measurements for geolocation and tracking. We present a novel approach based on particle filter that uses the received radio signal directly in order to determine the location and velocity of the transmitter. The proposed method exhibits nearly optimal performance with reduced computational effort in contrast with conventional methods which require 4-dimensional grid search. We obtain expressions for the Bayesian Crame´r-Rao Lower Bound and the performance of the algorithm is compared to the bound by Monte-Carlo computer simulations.
Starting Page	001012
Ending Page	001016
File Size	132624
Page Count	5
File Format	PDF
ISBN	9781424486816
e-ISBN	9781424486823
DOI	10.1109/EEEI.2010.5661920
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-11-17
Publisher Place	Israel
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Delay Signal to noise ratio Doppler effect Geology Receivers Bayesian methods Doppler measurements Differential Doppler Emitter location Bayesian estimation Particle Filter
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Optimal radio emitter location based on the Doppler effect

Joint detection and tracking using multi-static doppler-shift measurements

Direct geolocation of stationary wideband radio signal based on time delays and Doppler shifts

Direct Geolocation of Wideband Emitters Based on Delay and Doppler

Velocity tracking based on interpolated adaptive Doppler filter

Delay and Doppler Induced Direct Tracking by Particle Filter

A Bayesian approach to time delay estimation

Recursive Bayesian state estimation from Doppler-shift measurements

Moving target beamforming based on Bayesian method

Tracking of a moving emitter based on delay and Doppler shift using a particle filter

Similar Documents

Optimal radio emitter location based on the Doppler effect

Joint detection and tracking using multi-static doppler-shift measurements

Direct geolocation of stationary wideband radio signal based on time delays and Doppler shifts

Direct Geolocation of Wideband Emitters Based on Delay and Doppler

Velocity tracking based on interpolated adaptive Doppler filter

Delay and Doppler Induced Direct Tracking by Particle Filter

A Bayesian approach to time delay estimation

Recursive Bayesian state estimation from Doppler-shift measurements

Moving target beamforming based on Bayesian method

Tracking of a moving emitter based on delay and Doppler shift using a particle filter