Sparsity Aware Multiuser detection for Machine to Machine communication

2012 IEEE Globecom Workshops, GC Wkshps 2012

Volumn , Issue , 2012, Pages 1706-1711

  Monsees, Fabian ^a   Bockelmann, Carsten ^a   Wubben, Dirk ^a   Dekorsy, Armin ^a  

^a UNIVERSITY OF BREMEN   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVITY DETECTION; COMPLEX CONTROL; CONTROL SIGNALING; DATA DETECTION; M2M COMMUNICATIONS; MACHINE-TO-MACHINE COMMUNICATIONS; RESOURCE MANAGEMENT; TRAFFIC PATTERN;

DETECTORS; ERRORS; MULTIUSER DETECTION;

COMMUNICATION;

EID: 84875646104     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/GLOCOMW.2012.6477842     Document Type: Conference Paper

References (17)

1. A. Bartoli, M. Dohler, J. Hernndez-Serrano, A. Kountouris, and D. Barthel, "Low-Power Low-Rate goes Long-Range: the case for secure and cooperative Machine-to-Machine communications," in NETWORKING 2011 Workshops. Berlin, Heidelberg: Springer Berlin Heidelberg, 2011, vol. 6827, pp. 219-230.
2. S. Lien, K. Chen, and Y. Lin, "Toward ubiquitous massive accesses in 3GPP machine-to-machine communications," Communications Magazine, IEEE, Vol. 49, no. 4, pp. 66-74, Apr. 2011.
3. EXALTED consortium, "D2.1 - description of baseline reference systems, scenarios, technical requirements & evaluation methodology," European Collaborative Research FP7 - Project Number: 258512, Tech. Rep., May 2011.
4. W. Lang, R. Jedermann, D. Mrugala, A. Jabbari, B. Krieg-Brueckner, and K. Schill, "The intelligent container a cognitive sensor network for transport management," IEEE Sensors Journal, Vol. 11, no. 3, pp. 688-698, Mar. 2011.
5. S. Verdú, Multiuser Detection. Cambridge, U.K.: Cambridge Univ. Press, November 1998.
6. V. Kühn, Wireless Communications over Mimo Channels: Applications to CDMA And Multiple Antenna Systems. John Wiley & Sons, 2006.
7. P. R. J. J. Rajan, "Model order selection for the singular value decomposition and the discrete karhunen-loeve transform using a bayesian approach," IEEE Proceedings on Vision, Image and Signal Processing, Vol. 144, no. 2, pp. 116-123, apr 1997.
8. G. H. Golub and C. F. V. Loan, Matrix Computations, 2nd ed. The Johns Hopkins University Press, 1989.
9. M. G. Christensen and A. Jakobsson, Multi-Pitch Estimation. Morgan and Claypool Publishers, 2009.
10. H. Zhu and G. Giannakis, "Exploiting sparse user activity in multiuser detection," IEEE Transactions on Communications, Vol. 59, no. 2, pp. 454-465, february 2011.
11. M. O. Damen, H. E. Gamal, and G. Caire, "On maximum-likelihood detection and the search for the closest lattice point," IEEE Transactions on Information Theory, Vol. 49, no. 10, pp. 2389-2402, oct. 2003.
12. Y. C. Eldar and G. Kutyniok, Compressed Sensing: Theory and Applications. Cambridge, U.K.: Cambridge Univ. Press, May 2012.
13. E. J. Candès and M. B. Wakin, "An introduction to compressive sampling," IEEE Signal Processing Magazine, Vol. 25, no. 2, pp. 21-30, March 2008.
14. H. F. Schepker and A. Dekorsy, "Sparse multi-user detection for cdma transmission using greedy algorithms," in 8th International Symposium on Wireless Communication Systems (ISWCS), Aachen, Germany, Nov., pp. 291-295.
15. H. Schepker and A. Dekorsy, "Compressive sensing multi-user detection with block-wise orthogonal least squares," in IEEE 75th Vehicular Technology Conference Spring, Yokohama, Japan, May. 2012.
16. R. Tibshirani, "Regression shrinkage and selection via the lasso," Journal of the Royal Statistical Society, Series B, Vol. 58, no. 1, pp. 267-288, 1996.
17. H. Li, R. Mao, L. Lai, and R. Qiu, "Compressed meter reading for delay-sensitive and secure load report in smart grid," in First IEEE International Conference on Smart Grid Communications (SmartGridComm), oct. 2010, pp. 114-119.