Title
Memristor crossbar-based ultra-efficient next-generation baseband processors
Abstract
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
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 Yuan1121.79
Caiwen Ding214226.52
Ruizhe Cai391.53
Xiaolong Ma451.24
Ziyi Zhao5103.35
Ao Ren69611.53
Bo Yuan726228.64
Yanzhi Wang81082136.11