Aspects of MMOSPA Estimation
Paper in proceeding, 2011
We expand upon existing literature regarding using
Minimum Mean Optimal Sub-Pattern Assignment (MMOSPA)
estimates in multitarget tracking, noting its advantages in
comparison to Maximum Likelihood (ML) and Minimum Mean
Squared Error (MMSE) estimation, and look at the practical
computation of MMOSPA estimates. We demonstrate the use
of MMOSPA estimation in a two-target tracking scenario as
well as outside of tracking in a radar angular superresolution
scenario.
Author
David, F. Crouse
University of Connecticut
P. Willett
University of Connecticut
Y. Bar-Shalom
University of Connecticut
Lennart Svensson
Chalmers, Signals and Systems, Signalbehandling och medicinsk teknik
Proceedings of the IEEE Conference on Decision and Control
01912216 (ISSN)
6001-6006 6160245978-161284800-6 (ISBN)
Areas of Advance
Information and Communication Technology
Transport
Subject Categories (SSIF 2011)
Probability Theory and Statistics
Other Electrical Engineering, Electronic Engineering, Information Engineering
DOI
10.1109/CDC.2011.6160245
ISBN
978-161284800-6