Efficient reconstruction of sparse vectors from quantized observations

2012 16th International ITG Workshop on Smart Antennas, WSA 2012

Volumn , Issue , 2012, Pages 193-200

  Mezghani, Amine ^a   Nossek, Josef A ^a  

^a TECHNICAL UNIVERSITY OF MUNICH   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ADC RESOLUTION; AS DISTRIBUTION; CIRCUIT COMPLEXITY; COMPRESSED SENSING; COMPRESSIVE SENSING; EFFICIENT RECONSTRUCTION; ITERATIVE ALGORITHM; NOISY OBSERVATIONS; NUMBER OF SAMPLES; PRIOR INFORMATION; QUANTIZED OBSERVATIONS; QUANTIZERS; SAMPLING DEVICES; SAMPLING RATES; SPARSE VECTORS; STATE EVOLUTIONS;

ITERATIVE METHODS; MESSAGE PASSING; SIGNAL RECONSTRUCTION; SMART ANTENNAS;

ALGORITHMS;

EID: 84860479135     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WSA.2012.6181205     Document Type: Conference Paper

References (10)

1. U. Kamilov, V. K Goyal, and S. Rangan, "Message-Passing Estimation from Quantized Samples," May 2011, arXiv:1105.6368v1.
2. A. Zymnis, S. Boyd, and E. Candes, "Compressed sensing with quantized measurements," IEEE Signal Process. Lett., vol. 17, no. 2, pp. 149-152, Feb. 2010.
3. S. Rangan, "Generalized approximate message passing for estimation with random linear mixing," Oct. 2010, arXiv:1010.5141v1.
4. D. L. Donoho, A. Maleki, and A. Montanari, "Message-passing algorithms for compressed sensing," Proc. Nat. Acad. Sci., vol. 106, no. 45, pp. 18914-18919, Oct. 2009.
5. A. Mezghani and J. A. Nossek, "Belief Propagation based MIMO Detection Operating on Quantized Channel Output," IEEE International Symposium on Information Theory (ISIT), Seoul, South Korea, June 2010.
6. M. Bayati and A. Montanari, "The dynamics of message passing on dense graphs, with applications to compressed sensing," Jan. 2010, arXiv:1001.3448v4.
7. D. Guo and C.-C. Wang, "Multiuser Detection of Sparsely Spread CDMA," IEEE J. Sel. Areas Commun., vol. 26, no. 3, pp. 421-431, April 2008.
8. T. J. Richardson and R. L. Urbanke, "The capacity of low-density parity check codes under message-passing decoding," IEEE Trans. Inform. Theory, vol., vol. 47, no. 2, pp. 599-618, Feb. 2001.
9. 2)," IEEE Trans. Signal Process., vol. 42, no. 1, pp. 200-203, Jan. 1994.
10. A. Mezghani and J. A. Nossek, "On Ultra-Wideband MIMO Systems with 1-bit Quantized Outputs: Performance Analysis and Input Optimization,"IEEE International Symposium on Information Theory (ISIT), Nice, France, June 2007.