Memristor crossbar-based ultra-efficient next-generation baseband processors

Geng Yuan; Caiwen Ding; Ruizhe Cai; Xiaolong Ma; Ziyi Zhao; Ao Ren; Bo Yuan; Yanzhi Wang

doi:10.1109/MWSCAS.2017.8053125

Memristor crossbar-based ultra-efficient next-generation baseband processors

Geng Yuan
, Caiwen Ding
, Ruizhe Cai
, Xiaolong Ma
, Ziyi Zhao
, Ao Ren
, Bo Yuan
, Yanzhi Wang

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

25 Scopus citations

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.

Original language	English (US)
Title of host publication	2017 IEEE 60th International Midwest Symposium on Circuits and Systems, MWSCAS 2017
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1121-1124
Number of pages	4
ISBN (Electronic)	9781509063895
DOIs	https://doi.org/10.1109/MWSCAS.2017.8053125
State	Published - Sep 27 2017
Externally published	Yes
Event	60th IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2017 - Boston, United States Duration: Aug 6 2017 → Aug 9 2017

Publication series

Name	Midwest Symposium on Circuits and Systems
Volume	2017-August
ISSN (Print)	1548-3746

Other

Other	60th IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2017
Country/Territory	United States
City	Boston
Period	8/6/17 → 8/9/17

Bibliographical note

Publisher Copyright:
© 2017 IEEE.

Keywords

Base<band processor
DFT
MIMO detector
Memristor crossbar

Publisher link

10.1109/MWSCAS.2017.8053125

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Cite this

Yuan, G., Ding, C., Cai, R., Ma, X., Zhao, Z., Ren, A., Yuan, B., & Wang, Y. (2017). Memristor crossbar-based ultra-efficient next-generation baseband processors. In 2017 IEEE 60th International Midwest Symposium on Circuits and Systems, MWSCAS 2017 (pp. 1121-1124). Article 8053125 (Midwest Symposium on Circuits and Systems; Vol. 2017-August). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/MWSCAS.2017.8053125

Memristor crossbar-based ultra-efficient next-generation baseband processors. / Yuan, Geng; Ding, Caiwen; Cai, Ruizhe et al.
2017 IEEE 60th International Midwest Symposium on Circuits and Systems, MWSCAS 2017. Institute of Electrical and Electronics Engineers Inc., 2017. p. 1121-1124 8053125 (Midwest Symposium on Circuits and Systems; Vol. 2017-August).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Yuan, G, Ding, C, Cai, R, Ma, X, Zhao, Z, Ren, A, Yuan, B & Wang, Y 2017, Memristor crossbar-based ultra-efficient next-generation baseband processors. in 2017 IEEE 60th International Midwest Symposium on Circuits and Systems, MWSCAS 2017., 8053125, Midwest Symposium on Circuits and Systems, vol. 2017-August, Institute of Electrical and Electronics Engineers Inc., pp. 1121-1124, 60th IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2017, Boston, United States, 8/6/17. https://doi.org/10.1109/MWSCAS.2017.8053125

Yuan G, Ding C, Cai R, Ma X, Zhao Z, Ren A et al. Memristor crossbar-based ultra-efficient next-generation baseband processors. In 2017 IEEE 60th International Midwest Symposium on Circuits and Systems, MWSCAS 2017. Institute of Electrical and Electronics Engineers Inc. 2017. p. 1121-1124. 8053125. (Midwest Symposium on Circuits and Systems). doi: 10.1109/MWSCAS.2017.8053125

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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.",

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AU - Ren, Ao

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AB - 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.

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Memristor crossbar-based ultra-efficient next-generation baseband processors

Abstract

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Bibliographical note

Keywords

Publisher link

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