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A joint beam and dwell time allocation strategy for multiple target tracking based on phase array radar system
- Source :
- FUSION
- Publication Year :
- 2017
- Publisher :
- IEEE, 2017.
-
Abstract
- In this paper, we will investigate a joint beam and dwell time allocation strategy for multiple targets tracking based on the phased array radar system. We achieve the resources allocation by formulating and solving an optimization problem, which is to minimize the total dwell time on all targets with the tracking accuracy of each target satisfying a pre-designed requirement. Since the Bayesian Cramer-Rao lower bound (BCRLB) provides a lower bound on the error of any unbiased estimator, it is employed as the metric for the tracking performance. The optimization problem is proved nonconvex and we solve it through a two-step decomposition algorithm. Simulation results show that the optimization strategy we propose is effective in resource saving and favourable for achieving a better tracking performance of worse targets compared to the operating mode with uniform resources allocation.
- Subjects :
- 020301 aerospace & aeronautics
Mathematical optimization
Radar tracker
Optimization problem
Computer science
Phased array
020206 networking & telecommunications
02 engineering and technology
Tracking (particle physics)
Upper and lower bounds
Dwell time
0203 mechanical engineering
Bias of an estimator
Control theory
Metric (mathematics)
0202 electrical engineering, electronic engineering, information engineering
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2017 20th International Conference on Information Fusion (Fusion)
- Accession number :
- edsair.doi...........82b95eb30b37b3e30d21d1e06b4ec81d
- Full Text :
- https://doi.org/10.23919/icif.2017.8009856