Title :
Generation of fixed-point VHDL MIMO-OFDM QR pre-processor for Spherical Detectors
Author :
Schmuland, Todd E. ; Jamali, Mohsin M.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Univ. of Toledo, Toledo, OH, USA
Abstract :
This paper presents an automatic VHDL generator for a modified fixed-point interpolation QR decomposition algorithm for Spherical Detector (SD) based Multiple-Input Multiple-Output (MIMO) Orthogonal Frequency Division Multiplexing (OFDM) systems. A modified algorithm is proposed that moves the bulk of the complex domain calculations to the real domain, by leveraging Givens rotations requiring only additions, multiplications, and inverse square root operations. An efficient inverse square root algorithm is presented along with fixed-point analysis of a typical MIMO-OFDM system in various noisy wireless channels. Autogeneration of VHDL modules is described with results of 2 × 2 and 4 × 4 QR-based SD MIMO detection in terms of FPGA slice registers and slice LUTs.
Keywords :
MIMO communication; OFDM modulation; field programmable gate arrays; fixed point arithmetic; hardware description languages; automatic VHDL generator; fixed point VHDL MIMO OFDM QR preprocessor; inverse square root algorithm; modified fixed point interpolation QR decomposition algorithm; multiple-input multiple-output system; orthogonal frequency division multiplexing system; spherical detector; Detectors; Field programmable gate arrays; Generators; MIMO; Matrix decomposition; OFDM; Wireless communication; FPGA; MIMO; QR; VHDL; autogeneration;
Conference_Titel :
Circuits and Systems (ISCAS), 2014 IEEE International Symposium on
Conference_Location :
Melbourne VIC
Print_ISBN :
978-1-4799-3431-7
DOI :
10.1109/ISCAS.2014.6865363