Presentation 2011-10-26
1 bit compressed sensing using partial random circulant measurement matrix for Flexible Wireless System
Doohwan LEE, Tatsuya SASAKI, Takayuki YAMADA, Kazunori AKABANE, Hiroyuki SHIBA, Takana KAHO, Yo Yamaguchi, Kazuhiro Uehara,
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Abstract(in English) Compressed sensing has been drawn explosive attention during last several years. It has been proven that a signal which is sparsely represented in any convenient domain can be measured and reconstructed using sub-Nyquist rate information. Directly interpretation of compressed sensing in the sense of wireless technology is as follows: radio wave data can be received, transmitted, and reconstructed using sub-Nyquist rate information without aliasing if the original radio wave is sparse. Due to its surprising characteristics, a plethora of research has been devoted to develop compressed sensing technology from theory to applications. Some achievements already have revealed that compressed sensing can be successfully applied in the real world applications such as MRI or wideband spectrum sensing. This paper introduces compressed sensing technology from basics to the applications. In particular, correct explanations for common misunderstandings are also provided.
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Keyword(in English) Compressed sensing / Flexible wireless system / structured compressed sensing / 1-bit compressed sensing
Paper # RCS2011-155,SR2011-58,AN2011-33,USN2011-35
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Committee USN
Conference Date 2011/10/19(1days)
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Language ENG
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) 1 bit compressed sensing using partial random circulant measurement matrix for Flexible Wireless System
Sub Title (in English)
Keyword(1) Compressed sensing
Keyword(2) Flexible wireless system
Keyword(3) structured compressed sensing
Keyword(4) 1-bit compressed sensing
1st Author's Name Doohwan LEE
1st Author's Affiliation NTT Network Innovation Laboratories, NTT Corporation()
2nd Author's Name Tatsuya SASAKI
2nd Author's Affiliation Graduate School of Information Science and Technology, The University of Tokyo
3rd Author's Name Takayuki YAMADA
3rd Author's Affiliation NTT Network Innovation Laboratories, NTT Corporation
4th Author's Name Kazunori AKABANE
4th Author's Affiliation NTT Network Innovation Laboratories, NTT Corporation
5th Author's Name Hiroyuki SHIBA
5th Author's Affiliation NTT Network Innovation Laboratories, NTT Corporation
6th Author's Name Takana KAHO
6th Author's Affiliation NTT Network Innovation Laboratories, NTT Corporation
7th Author's Name Yo Yamaguchi
7th Author's Affiliation NTT Network Innovation Laboratories, NTT Corporation
8th Author's Name Kazuhiro Uehara
8th Author's Affiliation NTT Network Innovation Laboratories, NTT Corporation
Date 2011-10-26
Paper # RCS2011-155,SR2011-58,AN2011-33,USN2011-35
Volume (vol) vol.111
Number (no) 263
Page pp.pp.-
#Pages 6
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