Distributed correlated data gathering in wireless sensor networks via compressed sensing

Conference Record - Asilomar Conference on Signals, Systems and Computers

Volumn , Issue , 2013, Pages 418-422

  Leinonen, Markus ^a   Codreanu, Marian ^a   Juntti, Markku ^a  

^a UNIVERSITY OF OULU   (Finland)

Author keywords

[No Author keywords available]

Indexed keywords

CORRELATION METHODS; ENERGY EFFICIENCY; NUMERICAL METHODS; SIGNAL RECONSTRUCTION;

COMPRESSIVE SENSING; CORRELATED DATA GATHERING; CORRELATION PATTERNS; CORRELATION STRUCTURE; DATA-GATHERING METHODS; DISTRIBUTED METHODS; TEMPORAL AND SPATIAL CORRELATION; WIRELESS SENSOR NETWORK (WSNS);

WIRELESS SENSOR NETWORKS;

EID: 84901278971     PISSN: 10586393     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ACSSC.2013.6810310     Document Type: Conference Paper

References (14)

1. E. Candes, J. Romberg, and T. Tao, "Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information, " IEEE Trans. Inform. Theory, vol. 52, no. 2, pp. 489-509, Feb. 2006.
2. E. Candes and T. Tao, "Near-optimal signal recovery from random projections: Universal encoding strategies" IEEE Trans. Inform. Theory, vol. 52, no. 12, pp. 5406-5425, Dec. 2006.
3. D. L. Donoho, "Compressed sensing, " IEEE Trans. Inform. Theory, vol. 52, no. 4, pp. 1289-1306, Apr. 2006.
4. G. Quer, R. Masiero, G. Pillonetto, M. Rossi, and M. Zorzi, "Sensing, compression, and recovery for WSNs: Sparse signal modeling and monitoring framework, " IEEE Trans. Wireless Commun., vol. 11, no. 10, pp. 3447-3461, Oct. 2012.
5. C. Luo, F. Wu, J. Sun, and C. Chen, "Compressive data gathering for large-scale wireless sensor networks, " in Proceedings of the 15th annual international conference on Mobile computing and networking, Beijing, China, Sep. 20-25 2009, pp. 145-156.
6. -, "Efficient measurement generation and pervasive sparsity for compressive data gathering, " IEEE Trans. Wireless Commun., vol. 9, no. 12, pp. 3728-3738, Dec. 2010.
7. L. Xiang, J. Luo, and A. Vasilakos, "Compressed data aggregation for energy efficient wireless sensor networks, " in 8th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON), Salt Lake City, USA, Jun. 27-30 2011, pp. 46-54.
8. C. Luo, J. Sun, and F. Wu, "Compressive network coding for approximate sensor data gathering, " in Proc. IEEE Global Telecommun. Conf., Houston, Texas USA, Dec. 5-9 2011, pp. 1-6.
9. S. Feizi and M. Ḿedard, "A power efficient sensing/communication scheme: Joint source-channel-network coding by using compressive sensing, " CoRR, vol. abs/1110.0428, available at http://arxiv.org/abs/1110.0428.
10. D. Baron, M. Wakin, M. Duarte, S. Sarvotham, and R. Baraniuk, "Distributed compressed sensing, " Tech. Rep., Nov. 2005.
11. M. Duarte and R. Baraniuk, "Kronecker compressive sensing, " IEEE Trans. Image Processing, vol. 21, no. 2, pp. 494-504, 2012.
12. E. Candes and M. Wakin, "An introduction to compressive sampling, " IEEE Signal Processing Mag., vol. 25, no. 2, pp. 21-30, Mar. 2008.
13. J. Berger, V. D. Oliveira, and B. Sanso, "Objective Bayesian analysis of spatially correlated data, " Journal of the American Statistical Association, vol. 96, pp. 1361-1374, Dec. 2000.
14. E. Candes and J. Romberg, "l1-MAGIC: Recovery of sparse signals via convex programming, " http://users.ece.gatech.edu/justin/l1magic/, Oct. 2005.