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Journal of Sensors
Volume 2012 (2012), Article ID 539638, 20 pages
An Adaptive Lossless Data Compression Scheme for Wireless Sensor Networks
1Department of Electrical and Electronics Engineering, The University of Nottingham, Malaysia Campus, Jalan Broga, Selangor Darul Ehsan, 43500 Semenyih, Malaysia
2School of Engineering, Edith Cowan University, Joondalup, WA 6027, Australia
3School of Computer Technology, Sunway University, 5 Jalan Universiti, Bandar Sunway, Selangor, 46150 Petaling Jaya, Malaysia
Received 4 July 2012; Revised 10 September 2012; Accepted 10 September 2012
Academic Editor: Eugenio Martinelli
Copyright © 2012 Jonathan Gana Kolo et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
- G. Anastasi, M. Conti, M. Di Francesco, and A. Passarella, “Energy conservation in wireless sensor networks: a survey,” Ad Hoc Networks, vol. 7, no. 3, pp. 537–568, 2009.
- N. Kimura and S. Latifi, “A survey on data compression in wireless sensor networks,” in Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC '05), vol. 2, pp. 8–13, April 2005.
- F. Marcelloni and M. Vecchio, “An efficient lossless compression algorithm for tiny nodes of monitoring wireless sensor networks,” Computer Journal, vol. 52, no. 8, pp. 969–987, 2009.
- C. Tharini and P. Vanaja Ranjan, “Design of modified adaptive Huffman data compression algorithm for wireless sensor network,” Journal of Computer Science, vol. 5, no. 6, pp. 466–470, 2009.
- J. Yick, B. Mukherjee, and D. Ghosal, “Wireless sensor network survey,” Computer Networks, vol. 52, no. 12, pp. 2292–2330, 2008.
- I. F. Akyildiz and M. C. Vuran, Wireless Sensor Networks, John Wiley & Sons, Chichester, UK, 2010.
- C. Tharini and P. V. Ranjan, “An efficient data gathering scheme for Wireless Sensor Networks,” European Journal of Scientific Research, vol. 43, no. 1, pp. 148–155, 2010.
- I. F. Akyildiz, W. Su, Y. Sankarasubramaniam, and E. Cayirci, “Wireless sensor networks: a survey,” Computer Networks, vol. 38, no. 4, pp. 393–422, 2002.
- K. Dolfus and T. Braun, “An evaluation of compression schemes for wireless networks,” in Proceedings of the International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT '10), pp. 1183–1188, October 2010.
- A. van der Byl, R. Neilson, and R. H. Wilkinson, “An evaluation of compression techniques for Wireless Sensor Networks,” in Proceedings of the IEEE Africon, pp. 1–6, September 2009.
- K. C. Barr and K. Asanović, “Energy-aware lossless data compression,” ACM Transactions on Computer Systems, vol. 24, no. 3, pp. 250–291, 2006.
- F. Marcelloni and M. Vecchio, “A simple algorithm for data compression in wireless sensor networks,” IEEE Communications Letters, vol. 12, no. 6, pp. 411–413, 2008.
- T. Srisooksai, K. Keamarungsi, P. Lamsrichan, and K. Araki, “Practical data compression in wireless sensor networks: a survey,” Journal of Network and Computer Applications, vol. 35, no. 1, pp. 37–59, 2012.
- T. Schoellhammer, E. Osterweil, B. Greenstein, M. Wimbrow, and D. Estrin, “Lightweight temporal compression of microclimate datasets,” in Proceedings of the 29th Annual IEEE International Conference on Local Computer Networks (LCN '04), pp. 516–524, November 2004.
- C. M. Sadler and M. Martonosi, “Data compression algorithms for energy-constrained devices in delay tolerant networks,” in Proceedings of the 4th International Conference on Embedded Networked Sensor Systems (SenSys '06), pp. 265–278, November 2006.
- S. S. Pradhan, J. Kusuma, and K. Ramchandran, “Distributed compression in a dense microsensor network,” IEEE Signal Processing Magazine, vol. 19, no. 2, pp. 51–60, 2002.
- J. Chou, D. Petrovic, and K. Ramchandran, “A distributed and adaptive signal processing approach to reducing energy consumption in sensor networks,” in Proceedings of the 22nd Annual Joint Conference on the IEEE Computer and Communications Societies, pp. 1054–1062, April 2003.
- A. Ciancio and A. Ortega, “A distributed wavelet compression algorithm for wireless multihop sensor networks using lifting,” in Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '05), vol. 4, pp. IV825–IV828, March 2005.
- 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,” in Proceedings of the 5th International Conference on Information Processing in Sensor Networks (IPSN '06), pp. 309–316, April 2006.
- J. J. Xiao, S. Cui, Z. Q. Luo, and A. J. Goldsmith, “Power scheduling of universal decentralized estimation in sensor networks,” IEEE Transactions on Signal Processing, vol. 54, no. 2, pp. 413–422, 2006.
- J. B. Predd, S. R. Kulkarni, and H. V. Poor, “Distributed learning in wireless sensor networks,” IEEE Signal Processing Magazine, vol. 23, no. 4, pp. 56–69, 2006.
- D. L. Donoho, “Compressed sensing,” IEEE Transactions on Information Theory, vol. 52, no. 4, pp. 1289–1306, 2006.
- E. P. Capo-Chichi, H. Guyennet, and J. M. Friedt, “K-RLE: a new data compression algorithm for wireless sensor network,” in Proceedings of the 3rd International Conference on Sensor Technologies and Applications, (SENSORCOMM '09), pp. 502–507, June 2009.
- F. Marcelloni and M. Vecchio, “Enabling energy-efficient and lossy-aware data compression in wireless sensor networks by multi-objective evolutionary optimization,” Information Sciences, vol. 180, no. 10, pp. 1924–1941, 2010.
- A. K. Maurya, D. Singh, and A. K. Sarje, “Median predictor based data compression algorithm for Wireless Sensor Network,” International Journal of Smart Sensors and Ad Hoc Networks, vol. 1, no. 1, pp. 62–65, 2011.
- Y. Liang and W. Peng, “Minimizing energy consumptions in Wireless Sensor Networks via two-modal transmission,” Computer Communication Review, vol. 40, no. 1, pp. 13–18, 2010.
- T. A. Welch, “Technique for high-performance data compression,” Computer, vol. 17, no. 6, pp. 8–19, 1984.
- R. F. Rice, P. S. Yeh, and W. Miller, “Algorithms for a very high speed universal noiseless coding module,” JPL Publication Laboratory, vol. 91, no. 1, pp. 1–30, 1991.
- “SensorScope deployments homepage,” 2012, http://sensorscope.epfl.ch/index.php/Main_Page.
- “TinyNode homepage,” 2012, http://www.tinynode.com/.
- “Sensirion homepage,” 2012, http://www.sensirion.com/.
- “Seismic dataset,” 2012, http://www-math.bgsu.edu/?zirbel/.