Title :
Low-Complexity Soft-Output Sphere Decoding with Modified Repeated Tree Search Strategy
Author :
Shin-Lin Shieh ; Rong-Dong Chiu ; Shih-Lun Feng ; Po-Ning Chen
Author_Institution :
Grad. Inst. of Comm. Eng., Nat. Taipei Univ., Taipei, Taiwan
Abstract :
Many solutions for detecting signals transmitted over flat-faded multiple input multiple output (MIMO) channels have been proposed, e.g., the zero-forcing (ZF), minimum mean squared error (MMSE), sphere decoding (SD) algorithms, to name a few. These approaches however suffer from either unsatisfactory performance or high complexity. In this paper, we focus on the soft-output SD algorithm and propose a modification on the repeated tree search (RTS) strategy. It is shown that our modification can maintain a fixed upper limit in decoding complexity and results in a good performance-complexity tradeoff.
Keywords :
MIMO communication; computational complexity; fading channels; search problems; signal detection; trees (mathematics); MMSE algorithm; RTS strategy; ZF algorithm; decoding complexity; flat-faded MIMO channels; flat-faded multiple-input multiple-output channels; low-complexity soft-output sphere decoding; minimum mean squared error algorithm; modified repeated tree search strategy; signal detection; soft-output SD algorithm; zero-forcing algorithm; Complexity theory; Decoding; Hardware; MIMO; Radiation detectors; Signal processing algorithms; Vectors; MIMO; repeated tree search; sphere decoding;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2012.112012121728