Title :
DCD-based simplified matrix inversion for MIMO-OFDM
Author :
Quan, Zhi ; Zakharov, Yuriy ; Liu, Jie
Author_Institution :
Dept. of Electr. Eng., Fed. Univ. of Juiz de Fora, Juiz de Fora, Brazil
Abstract :
This paper presents a simple approach for matrix inversion by using dichotomous coordinate descent (DCD) algorithm. The idea of the approach is that the DCD algorithm obtains separately the individual columns of the inverse of the matrix. Owing to the low complexity of hardware implementation of the individual DCD algorithm, a block of DCD processors can be adopted to obtain the columns of the inverse of the channel correlation matrix in parallel with reduced hardware occupation.
Keywords :
MIMO communication; OFDM modulation; communication complexity; correlation methods; matrix inversion; wireless channels; DCD algorithm; DCD processor block; DCD-based simplified matrix inversion; MIMO-OFDM; channel correlation matrix; dichotomous coordinate descent algorithm; hardware implementation complexity; reduced hardware occupation; Acoustics; Clocks; Radio frequency;
Conference_Titel :
Circuits and Systems (ISCAS), 2011 IEEE International Symposium on
Conference_Location :
Rio de Janeiro
Print_ISBN :
978-1-4244-9473-6
Electronic_ISBN :
0271-4302
DOI :
10.1109/ISCAS.2011.5938084