智能信号处理平台技术综述

Review of Intelligent Signal Processing Platform Technology

针对智能信号处理平台在导弹智能感知、智能决策、智能控制、智能突防等领域的应用,首先介绍了深度学习的背景和军事需求,在对人工智能芯片技术现状及嵌入式边缘推理应用调研的基础上,从部署方案和智能算力方面对现有人工智能芯片进行分析和对比,并总结了适应弹载应用的智能信号处理平台技术方案和发展方向。

In view of the application of intelligent signal processing platform in the fields of missile intelligent perception,intelligent decision-making,intelligent control,intelligent penetration,etc.,the background and military requirements of deep learning are introduced firstly.On the basis of the research on the current status of artificial intelligence(AI)chip technology and the application of edge-based inference,the current AI chips are analyzed and compared from the aspects of intelligent deployment scheme and computing power.Finally,the technical solutions and development directions of the intelligent signal processing platform adapted to the application of intelligent missile are summarized.