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Information resolution of joint detection-tracking systems

conference contribution
posted on 2024-10-31, 18:54 authored by Yongqiang Cheng, Xuezhi WangXuezhi Wang, Hongqiang Wang, Xiang Li, Mark Morelande, William MoranWilliam Moran
Resolution is a basic concept of radar systems and an extremely important aspect of their over-all performance. A new concept of information resolution, which is defined in the framework of information geometry, can be served as a new metric to measure the intrinsic similarities of the signal distributions and is optimal in the sense that it determines such resolution with respect to the underlying similitude that generate the manifold geometry. In this work, the realistic meaning of information resolution is presented by relating it to the radar signal detection process. A procedure for determining the minimum distinguishable threshold of the information resolution under the minimum probability of error criterion is discussed. An example of information resolution of basic ranging radar is presented to highlight the importance and insight of the information resolution for measurement systems in practical application, which gives a guideline for the detection and measurement extraction process of the joint detection-tracking systems, therefore dictates the system design philosophy.

History

Start page

675

End page

681

Total pages

7

Outlet

Proceedings of the International Radar Symposium (IRS 2011)

Name of conference

IRS 2011

Publisher

IEEE

Place published

United States

Start date

2011-09-07

End date

2011-09-09

Language

English

Copyright

Copyright © 2011 by the German Institute of Navigation (DGON). All rights reserved.

Former Identifier

2006054833

Esploro creation date

2020-06-22

Fedora creation date

2015-09-01