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Optimal target tracking with restless bandits
- Source :
- Digital Signal Processing. 16:479-487
- Publication Year :
- 2006
- Publisher :
- Elsevier BV, 2006.
-
Abstract
- This paper examines the problem of adaptive beam scheduling to minimise target tracking error with a phased array radar. It is shown that this can be posed in a framework that is similar to a particular type of dynamic programming problem known as the restless bandit problem. We will show that when the problem is put in this framework it has an indexable solution under certain circumstances.
- Subjects :
- Tracking error
Dynamic programming
Mathematical optimization
Computational Theory and Mathematics
Artificial Intelligence
Computer science
Phased array
Applied Mathematics
Signal Processing
Computer Vision and Pattern Recognition
Electrical and Electronic Engineering
Statistics, Probability and Uncertainty
Scheduling (computing)
Subjects
Details
- ISSN :
- 10512004
- Volume :
- 16
- Database :
- OpenAIRE
- Journal :
- Digital Signal Processing
- Accession number :
- edsair.doi...........e9dedcf3eab31599acfb34c104bd5e05
- Full Text :
- https://doi.org/10.1016/j.dsp.2006.04.008