桂林电子科技大学学报2016，Vol.36Issue(2)：87-93,7.
基于迭代优化算法的MVDR空间谱估计的So C实现
SoC implementation of MVDR spatial spectrum estimation based on iterative optimization algorithm
摘要
Abstract
Aiming at the large amount of calculation and time-consuming in matrix inversion of MVDR algorithm,a coordi-nate descent method based on iterative optimization is proposed.The matrix inversion is converted into optimum solution of a linear equation.Meanwhile,SoC design based on FPGA is adopted,the spectrum peaks are searched in the processor and the iterative optimization algorithm is implemented on the dedicated hardware for accelerating matrix inversion.The simula-tion result shows that the error between the calculated result and the actual result is very small.The hardware test shows that the SoC design can effectively search the peaks of the spectrum.关键词
阵列信号处理/MVDR/DOA/逆矩阵/SoCKey words
array signal processing/MVDR/DOA/matrix inversion/SoC分类
信息技术与安全科学引用本文复制引用
廖斌,李思敏,唐智灵..基于迭代优化算法的MVDR空间谱估计的So C实现[J].桂林电子科技大学学报,2016,36(2):87-93,7.基金项目
国家自然科学基金(61461013) （61461013）
