DocumentCode :
2270501
Title :
Hybrid lattice reduction algorithm and its implementation on an SDR baseband processor for LTE
Author :
Ahmad, Ubaid ; Min Li ; Pollin, Sofie ; Amin, Amir ; Van der Perre, Liesbet ; Lauwereins, Rudy
Author_Institution :
Interuniv. Micro-Electron. Center (IMEC) vzw, Leuven, Belgium
fYear :
2011
fDate :
Aug. 29 2011-Sept. 2 2011
Firstpage :
91
Lastpage :
95
Abstract :
Lattice Reduction (LR) is a promising technique to improve the performance of linear MIMO detectors. This paper proposes a Hybrid LR algorithm (HLR), which is a scalable LR algorithm. HLR is specifically designed and optimised to exploit ILP and DLP features offered by parallel programmable baseband architectures. Abundant vector-parallelism in HLR is enabled with highly-regular and deterministic data-flow. Hence, HLR can be easily parallelized and efficiently mapped on Software Defined Radio (SDR) baseband architectures. HLR can be adapted to operate in two different modes to achieve the best performance/cycle trade-off, which is highly desirable for SDR baseband processing. The proposed algorithm has been evaluated in the context of 3GPP-LTE and implemented on ADRES which is a Coarse Grain Reconfigurable Array (CGRA) processor. Most of the previously reported implementations of LR algorithms are for ASIC or FPGA. However, to the best of author´s knowledge, this is the first reported LR algorithm explicitly designed and optimized, to have a scalable and adaptive implementation for a CGRA processor like ADRES. The reported implementation of HLR can achieve gains of up to 12 dB compared to ZF for MIMO detection.
Keywords :
Long Term Evolution; MIMO communication; lattice theory; software radio; 3GPP-LTE; HLR; LTE; SDR baseband processor; abundant vector-parallelism; coarse grain reconfigurable array processor; deterministic data-flow; highly-regular data-flow; hybrid LR algorithm; hybrid lattice reduction algorithm; linear MIMO detectors; parallel programmable baseband architectures; software defined radio baseband architectures; Algorithm design and analysis; Bit error rate; Complexity theory; Detectors; Lattices; MIMO; Signal processing algorithms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Conference, 2011 19th European
Conference_Location :
Barcelona
ISSN :
2076-1465
Type :
conf
Filename :
7074141
Link To Document :
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