Abstract
A cooperative strategy for multiple passive networked sensors to satisfy the requirements of anti-stealth is proposed. A POMDP model for the multiple passive networked sensors is established to improve the effectiveness of the anti-stealth detection. The elements of POMDP model are analyzed comprehensively based on the POMDP theory. A cooperative control system of multi-passive-sensors is put forward, and a UKF method for belief state updating together with a MCRS-based (Monte-Carlo Rollout sampling) algorithm for Q-value estimation is presented. A basic policy of CCSP is designed. Experiments show that the proposed model can be used for the efficient management and scheduling of multi-passive-sensors, as well as the effective detection and tracking of the stealth targets by deploying these sensors. The validity of the proposed algorithm is demonstrated.
| Original language | English |
|---|---|
| Pages (from-to) | 731-743 |
| Number of pages | 13 |
| Journal | Binggong Xuebao/Acta Armamentarii |
| Volume | 36 |
| Issue number | 4 |
| DOIs | |
| State | Published - 1 Apr 2015 |
Keywords
- Anti-stealth
- Belief state
- Control science and technology
- Mission planning
- Multiple sensors networking
- POMDP
- Sensor technology
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