H. Akaike, Information theory and an extension of the maximum likelihood principle, Selected Papers of Hirotugu Akaike, pp.199-213, 1998.

A. Bachir, M. Dohler, T. Watteyne, K. Kin, and . Leung, MAC Essentials for Wireless Sensor Networks, IEEE Communications Surveys & Tutorials, vol.12, issue.2, pp.222-248, 2010.
DOI : 10.1109/SURV.2010.020510.00058

W. Bajwa, J. Haupt, A. Sayeed, and R. Nowak, Compressive wireless sensing, The Fifth International Conference on Information Processing in Sensor Networks, pp.134-142, 2006.

W. Bajwa, A. Sayeed, and R. Nowak, Matched source-channel communication for field estimation in wireless sensor networks, IPSN 2005. Fourth International Symposium on Information Processing in Sensor Networks, 2005., pp.332-339, 2005.
DOI : 10.1109/IPSN.2005.1440943

E. B. Hamida, H. Ochiai, H. Esaki, P. Borgnat, P. Abry et al., Measurement Analysis of the Live E! Sensor Network: Spatial-Temporal Correlations and Data Aggregation, 2009 Ninth Annual International Symposium on Applications and the Internet, pp.263-266, 2009.
DOI : 10.1109/SAINT.2009.60
URL : https://hal.archives-ouvertes.fr/inria-00398802

M. Buettner, G. V. Yee, E. Anderson, and R. Han, X-MAC, Proceedings of the 4th international conference on Embedded networked sensor systems , SenSys '06, pp.307-320, 2006.
DOI : 10.1145/1182807.1182838

E. J. Candes and M. B. Wakin, An Introduction To Compressive Sampling, IEEE Signal Processing Magazine, vol.25, issue.2, pp.21-30, 2008.
DOI : 10.1109/MSP.2007.914731

J. Emmanuel, J. K. Candes, and . Romberg, Signal recovery from random projections, Electronic Imaging 2005, pp.76-86, 2005.

W. Chen and I. J. , Energy-efficient signal acquisition in wireless sensor networks: a compressive sensing framework, IET Wireless Sensor Systems, vol.2, issue.1, pp.1-8, 2012.
DOI : 10.1049/iet-wss.2011.0009

C. Tung-chou, R. Rana, and W. Hu, Energy efficient information collection in wireless sensor networks using adaptive compressive sensing, Local Computer Networks IEEE 34th Conference on, pp.443-450, 2009.

A. Ciancio, S. Pattem, A. Ortega, and B. Krishnamachari, Energy-efficient data representation and routing for wireless sensor networks based on a distributed wavelet compression algorithm, Proceedings of the fifth international conference on Information processing in sensor networks , IPSN '06, pp.309-316, 2006.
DOI : 10.1145/1127777.1127824

C. G. De-carvalho, D. G. Gomes, J. N. De-souza, and N. Agoulmine, Multiple linear regression to improve prediction accuracy in WSN data reduction, 2011 7th Latin American Network Operations and Management Symposium, pp.1-8, 2011.
DOI : 10.1109/LANOMS.2011.6102268
URL : https://hal.archives-ouvertes.fr/hal-00745080

E. B. Hamida, P. Borgnat, H. Esaki, P. Abry, and E. Fleury, Live e! sensor network: Correlations in time and space, XXIIe Colloque GRETSI-Traitement du Signal et des Images, 2009.
URL : https://hal.archives-ouvertes.fr/inria-00398800

D. Harville, Extension of the gauss-markov theorem to include the estimation of random effects. The Annals of Statistics Compressed sensing for networked data, Signal Processing Magazine, vol.4, issue.22, pp.384-395, 1976.

P. Jacquet, P. Mã¼hlethaler, T. Clausen, A. Laouiti, A. Qayyum et al., Optimized link state routing protocol for ad hoc networks, Proceedings. IEEE International Multi Topic Conference, 2001. IEEE INMIC 2001. Technology for the 21st Century., pp.62-68, 2001.
DOI : 10.1109/INMIC.2001.995315
URL : https://hal.archives-ouvertes.fr/inria-00471622

I. Jolliffe, Principal component analysis, 2005.
DOI : 10.1007/978-1-4757-1904-8

H. Karl and A. Willig, Protocols and Architectures for Wireless Sensor Networks, 2007.
DOI : 10.1002/0470095121

B. Karp and H. Kung, GPSR, Proceedings of the 6th annual international conference on Mobile computing and networking , MobiCom '00, pp.243-254, 2000.
DOI : 10.1145/345910.345953

K. Kavi, R. Khedo, and . Perseedoss, Avinash Mungur, et al. A wireless sensor network air pollution monitoring system, 2010.

R. D. Komguem, I. Amadou, G. Chelius, and F. Valois, Routing protocols: When to use it in terms of energy?, IEEE WCNC, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00697717

M. Laifenfeld and I. Bilik, Distributed compressive sensing and communications in wireless sensor networks, 2012 IEEE 27th Convention of Electrical and Electronics Engineers in Israel, pp.1-5, 2012.
DOI : 10.1109/EEEI.2012.6377132

S. Lee, S. Pattem, M. Sathiamoorthy, B. Krishnamachari, and A. Ortega, Spatially-Localized Compressed Sensing and Routing in Multi-hop Sensor Networks, Geosensor Networks, pp.11-20, 2009.
DOI : 10.1007/978-3-642-02903-5_2

C. Liu, K. Wu, and M. Tsao, Energy efficient information collection with the arima model in wireless sensor networks, Global Telecommunications Conference, 2005. GLOBECOM'05. IEEE, p.5, 2005.

J. Lu, F. Valois, M. Dohler, and M. Wu, Optimized Data Aggregation in WSNs Using Adaptive ARMA, 2010 Fourth International Conference on Sensor Technologies and Applications, pp.115-120, 2010.
DOI : 10.1109/SENSORCOMM.2010.25
URL : https://hal.archives-ouvertes.fr/inria-00540854

C. Luo, F. Wu, J. Sun, and C. W. Chen, Compressive data gathering for large-scale wireless sensor networks, Proceedings of the 15th annual international conference on Mobile computing and networking, MobiCom '09, pp.145-156, 2009.
DOI : 10.1145/1614320.1614337

J. Luo, L. Xiang, and C. Rosenberg, Does Compressed Sensing Improve the Throughput of Wireless Sensor Networks?, 2010 IEEE International Conference on Communications, pp.1-6, 2010.
DOI : 10.1109/ICC.2010.5502565

I. Mabrouki, X. Lagrange, and G. Froc, Random Walk Based Routing Protocol for Wireless Sensor Networks, Proceedings of the 2nd International ICST Conference on Performance Evaluation Methodologies and Tools, 2007.
DOI : 10.4108/inter-perf.2007.2112

R. Masiero, G. Quer, D. Munaretto, M. Rossi, J. Widmer et al., Data Acquisition through Joint Compressive Sensing and Principal Component Analysis, GLOBECOM 2009, 2009 IEEE Global Telecommunications Conference, pp.1-6, 2009.
DOI : 10.1109/GLOCOM.2009.5425458

J. Meng, H. Li, and Z. Han, Sparse event detection in wireless sensor networks using compressive sensing, 43rd Annual Conference on Information Sciences and Systems, pp.181-185, 2009.

J. Polastre, J. Hill, and D. Culler, Versatile low power media access for wireless sensor networks, Proceedings of the 2nd international conference on Embedded networked sensor systems , SenSys '04, pp.95-107, 2004.
DOI : 10.1145/1031495.1031508

G. Quer, D. Zordan, R. Masiero, M. Zorzi, and M. Rossi, WSN-Control: Signal reconstruction through Compressive Sensing in Wireless Sensor Networks, IEEE Local Computer Network Conference, pp.921-928, 2010.
DOI : 10.1109/LCN.2010.5735834

V. Maneesha and . Ramesh, Real-time wireless sensor network for landslide detection, Sensor Technologies and Applications, 2009. SENSORCOMM'09. Third International Conference on, pp.405-409, 2009.

G. Schwarz, Estimating the dimension of a model. The annals of statistics, pp.461-464, 1978.

R. Tan, G. Xing, J. Chen, W. Song, and R. Huang, Quality-Driven Volcanic Earthquake Detection Using Wireless Sensor Networks, 2010 31st IEEE Real-Time Systems Symposium, pp.2010-2041, 2010.
DOI : 10.1109/RTSS.2010.21
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.188.3105

J. Wang, S. Tang, B. Yin, and X. Li, Data gathering in wireless sensor networks through intelligent compressive sensing, 2012 Proceedings IEEE INFOCOM, pp.603-611
DOI : 10.1109/INFCOM.2012.6195803

W. Wang, M. Garofalakis, and K. Ramchandran, Distributed sparse random projections for refinable approximation, 6th International Symposium on Information Processing in Sensor Networks, pp.331-339, 2007.

L. Xiang, J. Luo, and A. Vasilakos, Compressed data aggregation for energy efficient wireless sensor networks, 2011 8th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks, 2011.
DOI : 10.1109/SAHCN.2011.5984932

F. Ye, G. Zhong, S. Lu, and L. Zhang, GRAdient Broadcast: A Robust Data Delivery Protocol for Large Scale Sensor Networks, Wireless Networks, vol.1, issue.2, pp.285-298, 2005.
DOI : 10.1007/s11276-005-6612-9

J. Wei-ye, D. Heidemann, and . Estrin, Medium Access Control With Coordinated Adaptive Sleeping for Wireless Sensor Networks, IEEE/ACM Transactions on Networking, vol.12, issue.3, pp.493-506, 2004.
DOI : 10.1109/TNET.2004.828953

H. Zheng, S. Xiao, X. Wang, and X. Tian, Capacity and Delay Analysis for Data Gathering with Compressive Sensing in Wireless Sensor Networks, 2011 IEEE Global Telecommunications Conference, pp.1-5, 2011.
DOI : 10.1109/TWC.2012.122212.121032