Title :
A parallel hybrid merge-select sorting scheme for K-best LSD MIMO decoder on a dynamically reconfigurable processor
Author :
Wang, Zong ; Erdogan, Ahmet T. ; Arslan, Tughrul
Author_Institution :
Sch. of Eng., Univ. of Edinburgh, Edinburgh, UK
Abstract :
In this paper, we propose a parallel hybrid merge-select sorting approach for the implementation of K-best list sphere detection (LSD) multi-input multi-output (MIMO) decoder based on a recently developed novel Reconfigurable Instruction Cell Array (RICA). Several popular sorting algorithms adopted in MIMO decoding are analyzed and mapped onto our proposed platform. We discuss the targeted K-best LSD algorithm as well as the sorting scheme variations which have been tailored for our RICA architecture. Simulation results prove that our proposed hybrid sorting approach can significantly reduce the number of comparison and swap operations when selecting the K-best candidates. Our results show that a 50% speedup can be achieved compared to traditional single bubble sorting based K-best LSD MIMO decoder.
Keywords :
MIMO communication; decoding; merging; parallel architectures; reconfigurable architectures; signal detection; software radio; sorting; K-best LSD MIMO decoder; MIMO decoding; RICA; dynamically reconfigurable processor; list sphere detection; multiple-input multiple-output decoder; parallel hybrid merge-select sorting scheme; reconfigurable instruction cell array; Algorithm design and analysis; Arrays; Decoding; Detectors; MIMO; Sorting;
Conference_Titel :
Personal Indoor and Mobile Radio Communications (PIMRC), 2010 IEEE 21st International Symposium on
Conference_Location :
Instanbul
Print_ISBN :
978-1-4244-8017-3
DOI :
10.1109/PIMRC.2010.5671769