Title :
High performance real-time Pre-Processing for Fixed-Complexity Sphere Decoder
Author :
Yun Wu ; McAllister, John ; Peng Wang
Author_Institution :
Inst. of Electron., Queens Univ. Belfast, Belfast, UK
Abstract :
Pre-processing (PP) of received symbol vector and channel matrices is an essential pre-requisite operation for Sphere Decoder (SD)-based detection of Multiple-Input Multiple-Output (MIMO) wireless systems. PP is a highly complex operation, but relative to the total SD workload it represents a relatively small fraction of the overall computational cost of detecting an OFDM MIMO frame in standards such as 802.11n. Despite this, real-time PP architectures are highly inefficient, dominating the resource cost of real-time SD architectures. This paper resolves this issue. By reorganising the ordering and QR decomposition sub operations of PP, we describe a Field Programmable Gate Array (FPGA)-based PP architecture for the Fixed Complexity Sphere Decoder (FSD) applied to 4 × 4 802.11n MIMO which reduces resource cost by 50% as compared to state-of-the-art solutions whilst maintaining real-time performance.
Keywords :
MIMO communication; OFDM modulation; decoding; field programmable gate arrays; wireless LAN; FPGA-based PP architecture; FSD; IEEE 802.11 standard; OFDM MIMO frame; QR decomposition; SD-based detection; channel matrices; field programmable gate array; fixed-complexity sphere decoder; high performance real-time preprocessing; multiple-input multiple-output wireless system; received symbol vector; Computer architecture; Decoding; IEEE 802.11n Standard; MIMO; OFDM; Real-time systems; Vectors;
Conference_Titel :
Global Conference on Signal and Information Processing (GlobalSIP), 2013 IEEE
Conference_Location :
Austin, TX
DOI :
10.1109/GlobalSIP.2013.6737135