Title :
A VLSI architecture of a K-best lattice decoding algorithm for MIMO channels
Author :
Wong, Kwan-wai ; Tsui, Chi-ying ; Cheng, Roger Shu-kwan ; Mow, Wai-Ho
Author_Institution :
Dept. of Electr. & Electron. Eng., Hong Kong Univ. of Sci. & Technol., Kowloon, China
Abstract :
Lattice decoding algorithms have been proposed for implementing the maximum likelihood detector (MLD), which is the optimal receiver for multiple-input multiple-output (MIMO) channels. However the computational complexity of direct implementation of the lattice decoding algorithm is high and the throughput is variable. In this work, a K-best algorithm is proposed to implement the lattice decoding. It is computational inexpensive and has fixed throughput. It can be easily implemented in a pipelined fashion and has similar performance as the optimal lattice decoding algorithm if high value of K is used. In this paper, we describe a pipelined VLSI architecture for the implementation of the K-best algorithm. The architecture was designed and synthesized using a 0.35 μm library. For a 4-transmit and 4-receive antennas system using 16-QAM, a decoding throughput of 10 Mbit/s can be achieved.
Keywords :
CMOS digital integrated circuits; MIMO systems; VLSI; computational complexity; digital signal processing chips; maximum likelihood decoding; multiuser channels; pipeline processing; space division multiplexing; telecommunication computing; 0.35 micron; 10 Mbit/s; 16-QAM; K-best lattice decoding algorithm; MIMO channels; SDM; computational complexity; decoding throughput; fixed throughput; maximum likelihood detector; multiple-input multiple-output channels; optimal receiver; pipelined VLSI architecture; Computational complexity; Computer architecture; Detectors; Lattices; Libraries; MIMO; Maximum likelihood decoding; Maximum likelihood detection; Throughput; Very large scale integration;
Conference_Titel :
Circuits and Systems, 2002. ISCAS 2002. IEEE International Symposium on
Print_ISBN :
0-7803-7448-7
DOI :
10.1109/ISCAS.2002.1010213