DocumentCode
3079206
Title
Architecture and FPGA-implementation of a high throughput K+-Best detector
Author
Heidmann, Nils ; Wiegand, Till ; Paul, Steffen
Author_Institution
Inst. for Theor. Electr. Eng. & Microelectron. (ITEM), Univ. of Bremen, Bremen, Germany
fYear
2011
fDate
14-18 March 2011
Firstpage
1
Lastpage
6
Abstract
Since Multiple Input Multiple Output (MIMO) transmission has become more and more popular for current and future mobile communication systems, MIMO detection is a big issue. Linear detection algorithms are less complex and well understood but their BER performance is limited. ML detectors achieve the optimum result but have exponential computational complexity. Hence, iterative tree-search algorithms like the sphere decoder or the K-Best detector, which reduce the computational complexity, has become a major topic in research. In this paper a modified K+-Best detector is introduced which is able to achieve the BER performance of a common K-Best detector with K=12, by using a sorting algorithm for K=8. This novel sorting approach based on Batchers Odd-Even Mergesort is less complex compared to other parallel sorting designs and saves valuable hardware resources. Due to an efficient implementation the throughput of the detector is about 455 Mbit/s which is twice as high as the LTE peak data rate of 217.6 Mbit/s for a 16-QAM modulated signal. In this paper the architecture and the implementation issues are demonstrated in detail and the BER performance of the K+-Best FPGA implementation is shown.
Keywords
Long Term Evolution; MIMO systems; computational complexity; decoding; error statistics; field programmable gate arrays; iterative methods; mobile communication; quadrature amplitude modulation; signal detection; sorting; tree searching; BER performance; FPGA-implementation; K-best detector; LTE peak data rate; MIMO detection; MIMO transmission; ML detectors; QAM modulated signal; batchers odd-even mergesort; exponential computational complexity; hardware resources; high throughput K+-best detector; iterative tree-search algorithms; linear detection algorithms; mobile communication systems; multiple input multiple output transmission; parallel sorting designs; sorting algorithm; sphere decoder; Bit error rate; Clocks; Detectors; Hardware; MIMO; Sorting; Throughput; FPGA-Implementation; K-Best Detector; MIMO; Odd-Even Mergesort;
fLanguage
English
Publisher
ieee
Conference_Titel
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2011
Conference_Location
Grenoble
ISSN
1530-1591
Print_ISBN
978-1-61284-208-0
Type
conf
DOI
10.1109/DATE.2011.5763049
Filename
5763049
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