Title :
Implementation of FPGA based fast DOA estimator using unitary MUSIC algorithm [cellular wireless base station applications]
Author :
Kim, Minseok ; Ichige, Koichi ; Arai, Hiroyuki
Author_Institution :
Graduate Sch. of Eng., Yokohama Nat. Univ., Japan
Abstract :
This paper proposes the practical implementation of a DOA estimation system, using an FPGA (field programmable gate array), that is a key technique in the realization of the DOA-based adaptive array antenna for cellular wireless base-stations. It incorporates the spectral unitary MUSIC (multiple signal classification) algorithm, which is one of the representative super resolution DOA estimation techniques. This paper describes the DSP design and real hardware implementation of the unitary MUSIC algorithm. This system achieves a high performance in the eigenvalue decomposition (EVD) and MUSIC angular spectra computation with a cyclic Jacobi processor based on CORDIC (coordinate rotation digital computer) and spatial DFT (discrete Fourier transform), respectively. All DSP functions are computed by only fixed-point operation with finite bit-length to meet the requirements of fast processing and low power consumption due to the simplified and optimized architecture.
Keywords :
adaptive antenna arrays; array signal processing; cellular radio; digital signal processing chips; direction-of-arrival estimation; discrete Fourier transforms; eigenvalues and eigenfunctions; field programmable gate arrays; fixed point arithmetic; logic design; signal classification; CORDIC; DOA estimation system; FPGA; FPGA implementation; MUSIC angular spectra computation; adaptive array antenna; cellular wireless base stations; coordinate rotation digital computer; cyclic Jacobi processor; discrete Fourier transform; eigenvalue decomposition; fast DOA estimator; field programmable gate array; finite bit-length fixed-point operation; multiple signal classification; spatial DFT; spectral unitary MUSIC algorithm; Adaptive arrays; Antenna arrays; Base stations; Classification algorithms; Digital signal processing; Direction of arrival estimation; Discrete Fourier transforms; Field programmable gate arrays; High performance computing; Multiple signal classification;
Conference_Titel :
Vehicular Technology Conference, 2003. VTC 2003-Fall. 2003 IEEE 58th
Print_ISBN :
0-7803-7954-3
DOI :
10.1109/VETECF.2003.1285009