Title :
Multi-mode detection with Markov target motion
Author :
Sinno, D. ; Cochran, D. ; Morrell, D.R.
Author_Institution :
Dept. of Electr. Eng., Arizona State Univ., Phoenix, AZ, USA
Abstract :
This paper addresses the problem of the configuration of a detection system offering multiple modes of operation that differ in their detection performance and geographical coverage. A technique for optimal mode selection based upon minimizing Bayesian risk is formulated and demonstrated for the case of a two-mode system with a moving target. The dynamics of the target are described by a Markov model.
Keywords :
Markov processes; dynamics; sensor fusion; signal detection; target tracking; Bayesian risk minimization; Markov target motion; attentive sensing; detection performance; detection system configuration; detection system operational modes; geographical coverage; moving target; multi-mode detection; optimal mode selection; resource allocation; sensor management; target dynamics; two-mode system; Availability; Bayesian methods; Costs; Detectors; Motion detection; Resource management; Risk management; Sensor systems; System testing; Time measurement;
Conference_Titel :
Information Fusion, 2000. FUSION 2000. Proceedings of the Third International Conference on
Conference_Location :
Paris, France
Print_ISBN :
2-7257-0000-0
DOI :
10.1109/IFIC.2000.859856
