Performance optimization algorithm of radar signal processing system
文献类型：期刊论文
| 作者 | Li X(李想) ; Du JS(杜劲松)
|
| 刊名 | Cluster Computing
 |
| 出版日期 | 2017 |
| 卷号 | 20期号:1页码:359-370 |
| 关键词 | Radar signal processing System modeling Performance prediction Performance optimization |
| ISSN号 | 1386-7857 |
| 产权排序 | 1 |
| 通讯作者 | 李想 |
| 中文摘要 | A performance optimization algorithm of radar signal processing system is proposed. Based on a new modeling mode of radar signal processing system, the values of performance indexes of radar system can be predicted by a performance prediction method during the design phase. Then based on immune clone and immune memory theory in artificial immune system, this paper presents an immune memory clone constrained multi-objective optimization algorithm to generate the optimal system design schemes automatically. Experimental results show that the proposed performance optimization algorithm can search out the optimal design schemes that make system performance reach or near to optimum. The optimal solutions of the proposed algorithm are more diverse and better in terms of uniformity than NSGA-II and SPEA2. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Information Systems ; Computer Science, Theory & Methods |
| 研究领域[WOS] | Computer Science |
| 关键词[WOS] | MULTIOBJECTIVE OPTIMIZATION |
| 收录类别 | SCI ; EI |
| 语种 | 英语 |
| WOS记录号 | WOS:000397969100030 |
| 源URL | [http://ir.sia.cn/handle/173321/19759]  |
| 专题 | 沈阳自动化研究所_智能检测与装备研究室 |
| 推荐引用方式 GB/T 7714 | Li X,Du JS. Performance optimization algorithm of radar signal processing system[J]. Cluster Computing,2017,20(1):359-370. |
| APA | Li X,&Du JS.(2017).Performance optimization algorithm of radar signal processing system.Cluster Computing,20(1),359-370. |
| MLA | Li X,et al."Performance optimization algorithm of radar signal processing system".Cluster Computing 20.1(2017):359-370. |
入库方式： OAI收割
来源：沈阳自动化研究所
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