An adaptive lossless data compression scheme for wireless sensor networks

Journal of Sensors

Volumn 2012, Issue , 2012, Pages

  Kolo, Jonathan Gana ^a   Shanmugam, S Anandan ^a   Lim, David Wee Gin ^a   Ang, Li Minn ^b   Seng, Kah Phooi ^c  

^a UNIVERSITY OF NOTTINGHAM MALAYSIA CAMPUS   (Malaysia)

^b EDITH COWAN UNIVERSITY   (Australia)

^c SUNWAY UNIVERSITY   (Malaysia)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE COMPRESSION; COMPRESSION ALGORITHMS; COMPRESSION SCHEME; LOSSLESS COMPRESSION ALGORITHM; LOSSLESS DATA COMPRESSION; OPTIMAL COMPRESSION SCHEMES; WIRELESS SENSOR NETWORK (WSNS); WIRELESS SENSOR NODE;

ALGORITHMS; COMMUNICATION; DATA COMPRESSION; DIGITAL STORAGE; ELECTRONIC DATA INTERCHANGE; TELECOMMUNICATION SYSTEMS;

SENSOR NODES;

EID: 84871387658     PISSN: 1687725X     EISSN: 16877268     Source Type: Journal    
DOI: 10.1155/2012/539638     Document Type: Article

References (32)

1. Anastasi G., Conti M., Di Francesco M., Passarella A., Energy conservation in wireless sensor networks: a survey. Ad Hoc Networks 2009 7 3 537 568 2-s2.0-56449087483 10.1016/j.adhoc.2008.06.003
2. Kimura N., Latifi S., A survey on data compression in wireless sensor networks. 2 Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC '05) April 2005 8 13 2-s2.0-24744454159
3. Marcelloni F., Vecchio M., An efficient lossless compression algorithm for tiny nodes of monitoring wireless sensor networks. Computer Journal 2009 52 8 969 987 2-s2.0-77954255661 10.1093/comjnl/bxp035
4. Tharini C., Vanaja Ranjan P., Design of modified adaptive Huffman data compression algorithm for wireless sensor network. Journal of Computer Science 2009 5 6 466 470 2-s2.0-67749093513 10.3844/jcssp.2009.466.470
5. Yick J., Mukherjee B., Ghosal D., Wireless sensor network survey. Computer Networks 2008 52 12 2292 2330 2-s2.0-46449122114 10.1016/j.comnet.2008. 04.002
6. Akyildiz I. F., Vuran M. C., Wireless Sensor Networks 2010 Chichester, UK John Wiley & Sons
7. Tharini C., Ranjan P. V., An efficient data gathering scheme for Wireless Sensor Networks. European Journal of Scientific Research 2010 43 1 148 155 2-s2.0-79960084958
8. Akyildiz I. F., Su W., Sankarasubramaniam Y., Cayirci E., Wireless sensor networks: a survey. Computer Networks 2002 38 4 393 422 2-s2.0-0037086890 10.1016/S1389-1286(01)00302-4 (Pubitemid 34181630)
9. Dolfus K., Braun T., An evaluation of compression schemes for wireless networks. Proceedings of the International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT '10) October 2010 1183 1188 2-s2.0-79951474613 10.1109/ICUMT.2010.5676532
10. van der Byl A., Neilson R., Wilkinson R. H., An evaluation of compression techniques for Wireless Sensor Networks. Proceedings of the IEEE Africon September 2009 1 6 2-s2.0-74349094602 10.1109/AFRCON.2009.5308078
11. Barr K. C., Asanović K., Energy-aware lossless data compression. ACM Transactions on Computer Systems 2006 24 3 250 291 2-s2.0-33748324558 10.1145/1151690.1151692 (Pubitemid 44330468)
12. Marcelloni F., Vecchio M., A simple algorithm for data compression in wireless sensor networks. IEEE Communications Letters 2008 12 6 411 413 2-s2.0-46349110612 10.1109/LCOMM.2008.080300
13. Srisooksai T., Keamarungsi K., Lamsrichan P., Araki K., Practical data compression in wireless sensor networks: a survey. Journal of Network and Computer Applications 2012 35 1 37 59 2-s2.0-79952824753 10.1016/j.jnca.2011.03. 001
14. Schoellhammer T., Osterweil E., Greenstein B., Wimbrow M., Estrin D., Lightweight temporal compression of microclimate datasets. Proceedings of the 29th Annual IEEE International Conference on Local Computer Networks (LCN '04) November 2004 516 524 2-s2.0-20544445373 10.1109/LCN.2004.72
15. Sadler C. M., Martonosi M., Data compression algorithms for energy-constrained devices in delay tolerant networks. Proceedings of the 4th International Conference on Embedded Networked Sensor Systems (SenSys '06) November 2006 265 278 2-s2.0-34547441351 10.1145/1182807.1182834
16. Pradhan S. S., Kusuma J., Ramchandran K., Distributed compression in a dense microsensor network. IEEE Signal Processing Magazine 2002 19 2 51 60 2-s2.0-0036503625 10.1109/79.985684 (Pubitemid 34307893)
17. Chou J., Petrovic D., Ramchandran K., A distributed and adaptive signal processing approach to reducing energy consumption in sensor networks. Proceedings of the 22nd Annual Joint Conference on the IEEE Computer and Communications Societies April 2003 1054 1062 2-s2.0-0041438298
18. Ciancio A., Ortega A., A distributed wavelet compression algorithm for wireless multihop sensor networks using lifting. 4 Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '05) March 2005 IV825 IV828 2-s2.0-33646816441 10.1109/ICASSP.2005.1416136
19. Ciancio A., Pattem S., Ortega A., Krishnamachari B., Energy-efficient data representation and routing for wireless sensor networks based on a distributed wavelet compression algorithm. Proceedings of the 5th International Conference on Information Processing in Sensor Networks (IPSN '06) April 2006 309 316 2-s2.0-34247335080 10.1145/1127777.1127824
20. Xiao J. J., Cui S., Luo Z. Q., Goldsmith A. J., Power scheduling of universal decentralized estimation in sensor networks. IEEE Transactions on Signal Processing 2006 54 2 413 422 2-s2.0-31344455704 10.1109/TSP.2005.861898 (Pubitemid 43141891)
21. Predd J. B., Kulkarni S. R., Poor H. V., Distributed learning in wireless sensor networks. IEEE Signal Processing Magazine 2006 23 4 56 69 2-s2.0-33746352776 10.1109/MSP.2006.1657817 (Pubitemid 44111506)
22. Donoho D. L., Compressed sensing. IEEE Transactions on Information Theory 2006 52 4 1289 1306 2-s2.0-33645712892 10.1109/TIT.2006.871582
23. Capo-Chichi E. P., Guyennet H., Friedt J. M., K-RLE: a new data compression algorithm for wireless sensor network. Proceedings of the 3rd International Conference on Sensor Technologies and Applications, (SENSORCOMM '09) June 2009 502 507 2-s2.0-70449478172 10.1109/SENSORCOMM.2009.84
24. Marcelloni F., Vecchio M., Enabling energy-efficient and lossy-aware data compression in wireless sensor networks by multi-objective evolutionary optimization. Information Sciences 2010 180 10 1924 1941 2-s2.0-77649185150 10.1016/j.ins.2010.01.027
25. Maurya A. K., Singh D., Sarje A. K., Median predictor based data compression algorithm for Wireless Sensor Network. International Journal of Smart Sensors and Ad Hoc Networks 2011 1 1 62 65
26. Liang Y., Peng W., Minimizing energy consumptions in Wireless Sensor Networks via two-modal transmission. Computer Communication Review 2010 40 1 13 18
27. Welch T. A., Technique for high-performance data compression. Computer 1984 17 6 8 19 2-s2.0-0021439618
28. Rice R. F., Yeh P. S., Miller W., Algorithms for a very high speed universal noiseless coding module. JPL Publication Laboratory 1991 91 1 1 30
29. SensorScope deployments homepage. 2012, http://sensorscope.epfl.ch/index. php/Main-Page
30. TinyNode homepage. 2012, http://www.tinynode.com/
31. Sensirion homepage. 2012, http://www.sensirion.com/
32. Seismic dataset. 2012, http://www-math.bgsu.edu/?zirbel/