概括
本研究介绍了微波光子 (MWP) 系统的自动化设计策略. 它发现了最佳的架构,提高了性能,降低了超越传统专家驱动方法的成本.
科学领域:
- 微波光子学 微波光子学
- 系统架构设计系统架构设计
- 优化算法的优化算法
背景情况:
- 微波光子 (MWPs) 集成微波和光子,用于先进的系统.
- 传统的MWP设计依赖于经验知识,限制了对最佳架构的探索.
研究的目的:
- 开发一种自动化策略,用于发现理论上最优的MWP系统架构.
- 克服在MWP中的经验设计方法的局限性.
主要方法:
- 将MWP架构抽象化为信号处理单元和连接的图形.
- 利用拓生成和参数搜索算法进行优化.
- 探索一个完整的拓空间,以发现建筑.
主要成果:
- 该战略确定了已知好的MWP架构.
- 发现了具有卓越性能和较低成本的非直观架构.
- 证明了超越经验设计局限性的突破.
结论:
- 拟议的战略使MWP系统设计的自动代和优化成为可能.
- 为开发高性能,低成本的MWP系统提供了一个框架.
- 为未来雷达,无线通信和计算领域的进步铺平了道路.
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