Title :
An early termination-based improved algorithm for fixed-complexity sphere decoder
Author :
Li, Guanghui ; Zhang, Xin ; Lei, Sheng ; Xiong, Cong ; Yang, Dacheng
Author_Institution :
Wireless Theor. & Technol. Lab., Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
The fixed-complexity sphere decoder (FSD) has been proposed to attain the near-optimal performance achieving the same diversity order as the maximum-likelihood decoder (MLD) recently. However, it suffers great redundant computations resulting in high power consumption. In this paper, we conduct an improved algorithm for the original FSD by using early termination (ET). This algorithm (abbreviated as ET-FSD) preserves the advantages of sphere decoder (SD) such as branch pruning and an adaptively updated pruning threshold. We compare the ET-FSD with the original FSD and a lately developed statistical threshold-based FSD (ST-FSD). Simulation results demonstrate that the ET-FSD attains the same performance with a much lower cost than the FSD, and is much more efficient than the ST-FSD in practice. In addition, the statistical threshold-based method can also be used for the ET-FSD (i.e., ST-ET-FSD) to further reduce the complexity.
Keywords :
MIMO communication; maximum likelihood decoding; ET; MIMO system; MLD; ST-FSD; branch pruning; early termination-based improved algorithm; fixed-complexity sphere decoder; high power consumption; maximum-likelihood decoder; multiple-input multiple-output systems; original FSD; statistical threshold-based FSD; Complexity theory; Decoding; Iron; MIMO; Measurement; Signal to noise ratio; Simulation;
Conference_Titel :
Wireless Communications and Networking Conference (WCNC), 2012 IEEE
Conference_Location :
Shanghai
Print_ISBN :
978-1-4673-0436-8
DOI :
10.1109/WCNC.2012.6214444