journal article·2024-12-01Open access

Research on adaptive scheduling strategy of cooperative jamming resources for the anti-netted radar system

A. Tianjian Yang, B. Xing Wang, C. Siyi Cheng, D. You Chen, E. Xi Zhang

AIP Advances· Volume 14· Issue 12

Abstract

Jamming resource allocation is an important step in implementing cooperative jamming. Traditional jamming resource allocation considers only the reduction of enemy radar detection performance but ignores the problem of mutual interference in the formation. Therefore, an adaptive scheduling strategy based on the Improved Sparrow Search Algorithm (ISSA) is proposed to improve the jamming efficiency and minimize mutual interference. First, the target detection model and the mutual interference model are established. On this basis, a two-factor objective function based on network detection probability and the degree of mutual interference is constructed. Then, a whole-process cooperative mechanism is proposed, and an improved circle algorithm and a whale predation strategy are introduced. These strategies are used to overcome the problems of slow convergence and local optimization in the standard sparrow search algorithm (SSA). Finally, the effectiveness and timeliness of ISSA are proved by simulation experiments.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Radar Systems and Signal Processing · Guidance and Control Systems · Military Defense Systems Analysis

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Aviation Engineering School, Air Force Engineering University , Xi’an 710038,

References (28)

Show source-provided references
1. Evolution of netted radar systems10.1109/access.2020.3007774 ↗
2. Resource scheduling for distributed multi-target tracking in netted colocated MIMO radar systems10.1109/tsp.2020.2976587 ↗
3. Cramer–Rao lower bounds of target positioning estimate in netted radar system10.1016/j.dsp.2021.103222 ↗
4. Joint dwell time and bandwidth optimization for multi-target tracking in radar network based on low probability of intercept10.3390/s20051269 ↗
5. Cooperative jamming resource allocation model and algorithm for netted radar10.1049/ell2.12611 ↗
6. Collaborative detection and power allocation framework for target tracking in multiple radar system10.1016/j.inffus.2019.08.010 ↗
7. Radar and jammer intelligent game under jamming power dynamic allocation10.3390/rs15030581 ↗
8. Jamming power allocation strategy for MIMO radar based on MMSE and mutual information10.1049/iet-rsn.2016.0356 ↗
9. A 0–1 integer linear programming approach to schedule outages of nuclear power plants10.1007/s10951-013-0322-4 ↗
10. Dynamic production planning model: A dynamic programming approach10.1007/s00170-012-4600-7 ↗
11. Modified Hungarian method for unbalanced assignment problem with multiple jobs10.1016/j.amc.2019.05.041 ↗
12. A joint allocation method of multi-jammer cooperative jamming resources based on suppression effectiveness10.3390/math11040826 ↗
13. Optimal allocation of cooperative jamming resource based on hybrid quantum-behaved particle swarm optimisation and genetic algorithm10.1049/iet-rsn.2016.0119 ↗
14. Adaptive allocation strategy for cooperatively jamming netted radar system based on improved cuckoo search algorithm10.1016/j.dt.2022.04.013 ↗
15. Mutual interference alignment for co-existing radar and communication systems10.1016/j.dsp.2021.103004 ↗
16. A method of detection performance modeling in jamming condition based on radar network system
17. 2003
18. A new method based on Copula theory for evaluating detection performance of distributed-processing multistatic radar system10.1587/transcom.2021EBP3001 ↗
19. On sidelobe problem of configured array antennas10.1109/tap.2018.2829829 ↗
20. Mayfly sparrow search hybrid algorithm for RFID network planning10.1109/jsen.2022.3190469 ↗
21. Multi-objective sparrow search algorithm for energy efficient clustering and routing in wireless sensor networks
22. A novel swarm intelligence optimization approach: Sparrow search algorithm10.1080/21642583.2019.1708830 ↗
23. Discrete sparrow search algorithm for symmetric traveling salesman problem10.1016/j.asoc.2022.108469 ↗
24. Chaotic sparrow search algorithm with mixed multinomial adaptive weights
25. The whale optimization algorithm10.1016/j.advengsoft.2016.01.008 ↗
26. A comprehensive survey: Whale Optimization Algorithm and its applications10.1016/j.swevo.2019.03.004 ↗
27. IWOA: An improved whale optimization algorithm for optimization problems10.1016/j.jcde.2019.02.002 ↗
28. Particle swarm optimization