Loading [MathJax]/extensions/TeX/euler_ieee.js
Multiple target direction of arrival tracking | IEEE Journals & Magazine | IEEE Xplore

Multiple target direction of arrival tracking


Abstract:

A new algorithm is presented for estimating the directions of arrival of signals from an unknown number of moving signal sources. The parameter space is a countable union...Show More

Abstract:

A new algorithm is presented for estimating the directions of arrival of signals from an unknown number of moving signal sources. The parameter space is a countable union of Cartesian products of the torus, each product space corresponding to a different number of signals reaching the sensor array. A Bayesian posterior probability measure is defined on this parameter space by combining the sensor array manifold models with the von-Mises prior on source motion. The estimates are generated empirically using a random sampling algorithm based on jump-diffusion processes and the results are presented from an implementation on a DAP510 massively parallel computer.<>
Published in: IEEE Transactions on Signal Processing ( Volume: 43, Issue: 5, May 1995)
Page(s): 1282 - 1285
Date of Publication: 06 August 2002

ISSN Information:


References

References is not available for this document.