An Efficient FPGA Implementation for 2-D MUSIC Algorithm

被引:11
|
作者
Huang, Kai [1 ]
Sha, Jin [1 ]
Shi, Wei [1 ]
Wang, Zhongfeng [2 ]
机构
[1] Nanjing Univ, Sch Elect Sci & Engn, Nanjing 210046, Jiangsu, Peoples R China
[2] Broadcom Corp, 5300 Calif Ave, Irvine, CA 92617 USA
关键词
MUSIC algorithm; DOA; FPGA; CORDIC; Multi-scale peak searching;
D O I
10.1007/s00034-015-0144-z
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Multiple signal classification (MUSIC) algorithm is widely used in measuring the direction of arrival. In VLSI implementation of a two-dimensional MUSIC algorithm, the two primary modules, eigenvalue decomposition and spatial spectrum search, generally consume a significant hardware and cause long processing delay. Two novel design techniques: serial rotation angle broadcasting and multi-scale peak searching are introduced in this paper to mitigate these problems. An FPGA implementation is presented to demonstrate the efficiency of the proposed techniques. It only takes 1 ms for one set of 2-D direction estimation, and the deviations in elevation angle and azimuthal angle are both less than . The whole design is implemented in Xilinx's Virtex-6 LX130T, which consumes about 60 % of the total resources of a single device.
引用
收藏
页码:1795 / 1805
页数:11
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