Multiple Methods Based Resource Allocation Optimization of Jamming System for UAV Clusters

Jiachao Guo; Hua Wang; Hao Cheng; Qingli Shi

doi:10.1109/ICUS55513.2022.9986780

Multiple Methods Based Resource Allocation Optimization of Jamming System for UAV Clusters

Jiachao Guo
, Hua Wang
, Hao Cheng
, Qingli Shi

宇航学院

Beihang University

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

6 引用（Scopus）

摘要

In order to study the jamming resource allocation problem of UAV clusters to radar clusters and to maximize the utilization of jamming resources, we established a cooperative jamming suppression effectiveness model with clear constraints and suitable optimization objective functions. We simulated the allocation of jammer resources, basing on radar threat level and jamming effectiveness matrix with the objective of maximizing jamming effectiveness to radar clusters, using intlinprog function, improved PSO and GA, which adopts traversable boundary and binary coding mode respectively. The simulation results showed that the expected effectiveness on jamming resource allocation can be achieved by both improved algorithms.

源语言	英语
主期刊名	Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022
编辑	Rong Song
出版商	Institute of Electrical and Electronics Engineers Inc.
页	867-872
页数	6
ISBN（电子版）	9781665484565
DOI	https://doi.org/10.1109/ICUS55513.2022.9986780
出版状态	已出版 - 2022
活动	2022 IEEE International Conference on Unmanned Systems, ICUS 2022 - Guangzhou, 中国期限: 28 10月 2022 → 30 10月 2022

出版系列

姓名	Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022

会议

会议	2022 IEEE International Conference on Unmanned Systems, ICUS 2022
国家/地区	中国
市	Guangzhou
时期	28/10/22 → 30/10/22

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10.1109/ICUS55513.2022.9986780

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引用此

Guo, J., Wang, H., Cheng, H., & Shi, Q. (2022). Multiple Methods Based Resource Allocation Optimization of Jamming System for UAV Clusters. 在 R. Song (编辑), Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022 (页码 867-872). (Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICUS55513.2022.9986780

Guo, Jiachao ; Wang, Hua ; Cheng, Hao 等. / Multiple Methods Based Resource Allocation Optimization of Jamming System for UAV Clusters. Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022. 编辑 / Rong Song. Institute of Electrical and Electronics Engineers Inc., 2022. 页码 867-872 (Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022).

@inproceedings{d28b22cd4b414af9bd7d2c9850e4281a,

title = "Multiple Methods Based Resource Allocation Optimization of Jamming System for UAV Clusters",

abstract = "In order to study the jamming resource allocation problem of UAV clusters to radar clusters and to maximize the utilization of jamming resources, we established a cooperative jamming suppression effectiveness model with clear constraints and suitable optimization objective functions. We simulated the allocation of jammer resources, basing on radar threat level and jamming effectiveness matrix with the objective of maximizing jamming effectiveness to radar clusters, using intlinprog function, improved PSO and GA, which adopts traversable boundary and binary coding mode respectively. The simulation results showed that the expected effectiveness on jamming resource allocation can be achieved by both improved algorithms.",

keywords = "genetic algorithm, jamming effectiveness, particle swarm algorithm, resource allocation, unmanned jamming system",

author = "Jiachao Guo and Hua Wang and Hao Cheng and Qingli Shi",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 2022 IEEE International Conference on Unmanned Systems, ICUS 2022 ; Conference date: 28-10-2022 Through 30-10-2022",

year = "2022",

doi = "10.1109/ICUS55513.2022.9986780",

language = "英语",

series = "Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "867--872",

editor = "Rong Song",

booktitle = "Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022",

address = "美国",

}

Guo, J, Wang, H, Cheng, H & Shi, Q 2022, Multiple Methods Based Resource Allocation Optimization of Jamming System for UAV Clusters. 在 R Song (编辑), Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022. Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022, Institute of Electrical and Electronics Engineers Inc., 页码 867-872, 2022 IEEE International Conference on Unmanned Systems, ICUS 2022, Guangzhou, 中国, 28/10/22. https://doi.org/10.1109/ICUS55513.2022.9986780

Multiple Methods Based Resource Allocation Optimization of Jamming System for UAV Clusters. / Guo, Jiachao; Wang, Hua; Cheng, Hao 等.
Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022. 编辑 / Rong Song. Institute of Electrical and Electronics Engineers Inc., 2022. 页码 867-872 (Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - Multiple Methods Based Resource Allocation Optimization of Jamming System for UAV Clusters

AU - Guo, Jiachao

AU - Wang, Hua

AU - Cheng, Hao

AU - Shi, Qingli

PY - 2022

Y1 - 2022

N2 - In order to study the jamming resource allocation problem of UAV clusters to radar clusters and to maximize the utilization of jamming resources, we established a cooperative jamming suppression effectiveness model with clear constraints and suitable optimization objective functions. We simulated the allocation of jammer resources, basing on radar threat level and jamming effectiveness matrix with the objective of maximizing jamming effectiveness to radar clusters, using intlinprog function, improved PSO and GA, which adopts traversable boundary and binary coding mode respectively. The simulation results showed that the expected effectiveness on jamming resource allocation can be achieved by both improved algorithms.

AB - In order to study the jamming resource allocation problem of UAV clusters to radar clusters and to maximize the utilization of jamming resources, we established a cooperative jamming suppression effectiveness model with clear constraints and suitable optimization objective functions. We simulated the allocation of jammer resources, basing on radar threat level and jamming effectiveness matrix with the objective of maximizing jamming effectiveness to radar clusters, using intlinprog function, improved PSO and GA, which adopts traversable boundary and binary coding mode respectively. The simulation results showed that the expected effectiveness on jamming resource allocation can be achieved by both improved algorithms.

KW - genetic algorithm

KW - jamming effectiveness

KW - particle swarm algorithm

KW - resource allocation

KW - unmanned jamming system

UR - https://www.scopus.com/pages/publications/85146486915

U2 - 10.1109/ICUS55513.2022.9986780

DO - 10.1109/ICUS55513.2022.9986780

M3 - 会议稿件

AN - SCOPUS:85146486915

T3 - Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022

SP - 867

EP - 872

BT - Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022

A2 - Song, Rong

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2022 IEEE International Conference on Unmanned Systems, ICUS 2022

Y2 - 28 October 2022 through 30 October 2022

ER -

Guo J, Wang H, Cheng H, Shi Q. Multiple Methods Based Resource Allocation Optimization of Jamming System for UAV Clusters. 在 Song R, 编辑, Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022. Institute of Electrical and Electronics Engineers Inc. 2022. 页码 867-872. (Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022). doi: 10.1109/ICUS55513.2022.9986780

Multiple Methods Based Resource Allocation Optimization of Jamming System for UAV Clusters

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