Title :
FPGA design and implementation of Direct Matrix Inversion based on steepest descent method
Author :
Sarraf, Elie H. ; Ahmed-Ouameur, Messaoud ; Massicotte, Daniel
Author_Institution :
Univ. du Quebec a Trois-Rivieres, Trois-Rivieres
Abstract :
This paper presents a reduced-complexity, fixed- point algorithm and efficient VLSI architecture implemented on FPGAs for direct matrix inversion (DMI) beamforming technique for code division multiple access (CDMA) systems equipped with antenna arrays. In this paper, we re-design the direct matrix inversion, wherein a steepest descent method is used to solve the matrix inversion problem in an iterative manner while ensuring good tracking properties in time-varying channels. Fixed point simulations are presented to evaluate the precision requirements of the algorithm. The performance goal is to maximize the number of users, to be served by the base station BTS, on a FPGA device. The targeted FPGA devices are Virtex-II and Virtex-II Pro families of Xilinx.
Keywords :
VLSI; antenna arrays; code division multiple access; field programmable gate arrays; logic design; CDMA; FPGA design; VLSI architecture; antenna arrays; code division multiple access; direct matrix inversion; fixed point simulations; steepest descent method; time-varying channels; Antenna arrays; Array signal processing; Base stations; Field programmable gate arrays; Iterative algorithms; Iterative methods; Multiaccess communication; Target tracking; Time-varying channels; Very large scale integration;
Conference_Titel :
Circuits and Systems, 2007. MWSCAS 2007. 50th Midwest Symposium on
Conference_Location :
Montreal, Que.
Print_ISBN :
978-1-4244-1175-7
Electronic_ISBN :
1548-3746
DOI :
10.1109/MWSCAS.2007.4488771