Abstract | ||
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As one of the most promising future fundamental devices, memristor has its unique advantage on implementing low-power high-speed matrix multiplication. Taking advantage of the high performance on basic matrix operation and flexibilitys of memristor crossbars, in this paper, we investigate both discrete Fourier transformation (DFT) and miltiple-input and multi-output (MIMO) detection unit in baseband processor. We reformulate the signal processing algorithms and model structures into a matrix-based framework, and present a memristor crossbar based DFT module design and MIMO detector module design. For both designs, experimental results demonstrate significant gains in speed and power efficiency compared with traditional CMOS-based designs. |
Year | DOI | Venue |
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2017 | 10.1109/MWSCAS.2017.8053125 | Midwest Symposium on Circuits and Systems Conference Proceedings |
Keywords | Field | DocType |
Memristor crossbar,DFT,MIMO detector,baseband processor | Baseband,Memristor,Computer science,MIMO,Electronic engineering,Baseband processor,CMOS,Discrete Fourier transform,Matrix multiplication,Crossbar switch | Conference |
ISSN | Citations | PageRank |
1548-3746 | 1 | 0.36 |
References | Authors | |
10 | 8 |
Name | Order | Citations | PageRank |
---|---|---|---|
Geng Yuan | 1 | 12 | 1.79 |
Caiwen Ding | 2 | 142 | 26.52 |
Ruizhe Cai | 3 | 9 | 1.53 |
Xiaolong Ma | 4 | 5 | 1.24 |
Ziyi Zhao | 5 | 10 | 3.35 |
Ao Ren | 6 | 96 | 11.53 |
Bo Yuan | 7 | 262 | 28.64 |
Yanzhi Wang | 8 | 1082 | 136.11 |