Title :
An efficient QR decomposition design for MIMO systems
Author :
Lin, Jing-Shiun ; Hwang, Yin-Tsung ; Chu, Po-Han ; Shieh, Ming-Der ; Fang, Shih-Hao
Author_Institution :
Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan
Abstract :
Multiple-input multiple-output (MIMO) techniques have been widely used in various wireless communication systems these days. QR factorization is a fundamental module yet computationally intensive used in many MIMO detection schemes. In this paper, a complex-valued QR factorization (CQRF) scheme realized via a sequence of real-value Givens rotations is first presented. An efficient CQRF design using coordinate rotation digital computer (CORDIC) modules is next developed. The design features a highly parallel architecture to support high throughput operations. One CQRF can be obtained in every 8 clock cycles. To reduce the circuit complexity, a pipelined CORDIC structure is also applied. The implementation results in TSMC 0.18-µm CMOS process indicate that the proposed design can achieve a throughput rate of 25MCQRFs per second while consuming only 103.7k gates in circuit complexity. Performance evaluation based on a composite index consisting of area and throughput rate also shows the advantages of the proposed design against other similar works.
Keywords :
Algorithm design and analysis; Clocks; Logic gates; MIMO; Matrix decomposition; Throughput; Vectors;
Conference_Titel :
Circuits and Systems (ISCAS), 2012 IEEE International Symposium on
Conference_Location :
Seoul, Korea (South)
Print_ISBN :
978-1-4673-0218-0
DOI :
10.1109/ISCAS.2012.6271535