Title :
Fast Inverse Square Root Based Matrix Inverse for MIMO-LTE Systems
Author :
Mahapatra, Cosmena ; Mahboob, Syed ; Leung, Victor C. M. ; Stouraitis, Thanos
Abstract :
This paper addresses the designing of a low complexity and high speed matrix inversion algorithm using fast inverse square root based on QR-decomposition and systolic array architecture. Matrix operations are the most costly computational module within MIMO-LTE receivers. We have demonstrated a novel approach of matrix inverse to reduce the MIMO receiver module cost in terms of latency and complexity. The cost is reduced by implementing a 4x4 matrix inverse in Xilinx Virtex-6 FPGA by optimizing the module for speed and power by pipelining and achieving a better throughput. The results are compared with state of art techniques of CORDIC based squared givens rotation.
Keywords :
Long Term Evolution; MIMO communication; field programmable gate arrays; radio receivers; systolic arrays; MIMO receiver module; MIMO-LTE receivers; QR-decomposition; Xilinx Virtex-6 FPGA; computational module; fast inverse square root; high speed matrix inversion; low complexity matrix inversion; pipelining; systolic array architecture; Arrays; Field programmable gate arrays; Hardware; MIMO; Matrix decomposition; Pipeline processing; CORDIC; Fast inverse square root; MIMO LTE; Pipelining; QR decomposition; Systolic array; Xilinx virtex6 FPGA;
Conference_Titel :
Control Engineering and Communication Technology (ICCECT), 2012 International Conference on
Conference_Location :
Liaoning
Print_ISBN :
978-1-4673-4499-9
DOI :
10.1109/ICCECT.2012.253