DocumentCode :
1690953
Title :
Information resolution of joint detection-tracking systems
Author :
Cheng, Yongqiang ; Wang, Xuezhi ; Wang, Hongqiang ; Li, Xiang ; Morelande, Mark ; Moran, Bill
Author_Institution :
Sch. of Electron. Sci. & Eng., Nat. Univ. of Defense Technol., Changsha, China
fYear :
2011
Firstpage :
675
Lastpage :
681
Abstract :
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.
Keywords :
geometry; measurement systems; probability; radar resolution; signal detection; error criterion; information geometry; information resolution; intrinsic similarity measurement; joint detection-tracking system; manifold geometry; measurement extraction process; measurement system; minimum probability; radar signal detection process; ranging radar; signal distribution; Level measurement; Manifolds; Radar measurements; Radar tracking; Signal resolution; Target tracking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Radar Symposium (IRS), 2011 Proceedings International
Conference_Location :
Leipzig
Print_ISBN :
978-1-4577-0138-2
Type :
conf
Filename :
6042181
Link To Document :
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