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A robust {RFPI}-bas...
A robust {RFPI}-based 1-bit compressive sensing reconstruction algorithm
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- Movahed, A. (författare)
- Chalmers tekniska högskola,Chalmers University of Technology
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- Panahi, Ashkan, 1986 (författare)
- Chalmers tekniska högskola,Chalmers University of Technology
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- Durisi, Giuseppe, 1977 (författare)
- Chalmers tekniska högskola,Chalmers University of Technology
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(creator_code:org_t)
- ISBN 9781467302234
- 2012
- 2012
- Engelska.
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Ingår i: IEEE Information Theory Workshop (ITW), Lausanne, 3-7 September 2012. - 9781467302234 ; , s. 567-571
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Abstract
Ämnesord
Stäng
- n this paper, we introduce a 1-bit compressive sensing reconstruction algorithm that is not only robust against bit flips in the binary measurement vector, but also does not require a priori knowledge of the sparsity level of the signal to be reconstructed. Through numerical experiments, we show that our algorithm outperforms state-of-the-art reconstruction algorithms for the 1-bit compressive sensing problem in the presence of random bit flips and when the sparsity level of the signal deviates from its estimated value.
Ämnesord
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Telekommunikation (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Telecommunications (hsv//eng)
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