An Efficient FPGA Implementation for 2-D MUSIC Algorithm |
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Authors: | Kai Huang Jin Sha Wei Shi Zhongfeng Wang |
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Affiliation: | 1.School of Electrical Science and Engineering,Nanjing University,Nanjing,China;2.Broadcom Corp.,Irvine,USA |
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Abstract: | 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 (0.1^{circ }). The whole design is implemented in Xilinx’s Virtex-6 LX130T, which consumes about 60 % of the total resources of a single device. |
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