DocumentCode
863032
Title
Information-Based Sensor Management in the Presence of Uncertainty
Author
Kolba, Mark P. ; Collins, Leslie M.
Author_Institution
Dept. of Electr. & Comput. Eng., Duke Univ., Durham, NC
Volume
55
Issue
6
fYear
2007
fDate
6/1/2007 12:00:00 AM
Firstpage
2731
Lastpage
2735
Abstract
Recognizing the uncertainty present in all real-world problems, this correspondence extends the mathematical framework of a previously presented information-based sensor manager to permit operation with uncertain sensor probabilities of detection and false alarm. Simulation results demonstrate the importance of proper uncertainty modeling for the attainment of robust sensor manager performance
Keywords
probability; sensors; telecommunication network management; information-based sensor management; robust sensor manager performance; uncertain sensor probabilities; uncertainty modeling; Battery management systems; Intelligent sensors; Landmine detection; Mathematics; Robot sensing systems; Robustness; Sensor phenomena and characterization; Uncertainty; Underwater vehicles; Wireless sensor networks; Bayesian processing; discrimination gain; sensor management; uncertainty modeling;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/TSP.2007.893905
Filename
4203087
Link To Document