An Adaptive Huffman Algorithm for Data Compression in Wireless Sensor Networks

被引:0
|
作者
Sacaleanu, Dragos Ioan [1 ]
Stoian, Rodica [1 ]
Ofrim, Dragos Mihai [1 ]
机构
[1] Univ POLITEHN, Fac Elect Telecommun & Informat Technol, Bucharest, Romania
关键词
wireless sensor network; energy saving; data compression; Huffman coding; temporal correlation;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The major problem in wireless sensor networks (WSN) is the limited energy supply. As the transmission of the data is the largest energy consumption, many studies have turned attention on reducing the amount of bits transmitted. The solution consists in data compression. This article presents a dynamic algorithm based on an adaptive dictionary. The algorithm exploits the temporal data correlation and the Huffman compression. Experiments made underlie its efficiency in highly correlated data.
引用
收藏
页数:4
相关论文
共 50 条
  • [1] A Huffman Based Lossless Compression Algorithm for Wireless Sensor Networks
    Mehfuz, Shabana
    Tiwari, Usha
    Rathore, Akanksha
    Arora, Ankit
    Singh, Diksha
    [J]. 2014 INNOVATIVE APPLICATIONS OF COMPUTATIONAL INTELLIGENCE ON POWER, ENERGY AND CONTROLS WITH THEIR IMPACT ON HUMANITY (CIPECH), 2014, : 48 - 53
  • [2] Lightweight Data Compression in Wireless Sensor Networks Using Huffman Coding
    Medeiros, Henry Ponti
    Maciel, Marcos Costa
    Souza, Richard Demo
    Pellenz, Marcelo Eduardo
    [J]. INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2014,
  • [3] Adaptive distributed compression algorithm for wireless sensor networks
    Dong, Hui
    Lu, Jiangang
    Sun, Youxian
    [J]. ICICIC 2006: FIRST INTERNATIONAL CONFERENCE ON INNOVATIVE COMPUTING, INFORMATION AND CONTROL, VOL 3, PROCEEDINGS, 2006, : 283 - +
  • [4] A Simple Data Compression Algorithm for Wireless Sensor Networks
    Kolo, Jonathan Gana
    Ang, Li-Minn
    Shanmugam, S. Anandan
    Lim, David Wee Gin
    Seng, Kah Phooi
    [J]. SOFT COMPUTING MODELS IN INDUSTRIAL AND ENVIRONMENTAL APPLICATIONS, 2013, 188 : 327 - +
  • [5] A simple algorithm for data compression in wireless sensor networks
    Marcelloni, Francesco
    Vecchio, Massimo
    [J]. IEEE COMMUNICATIONS LETTERS, 2008, 12 (06) : 411 - 413
  • [6] Huffman and Lempel-Ziv based Data Compression Algorithms for Wireless Sensor Networks
    Renugadevi, S.
    Darisini, P. S. Nithya
    [J]. 2013 INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, INFORMATICS AND MEDICAL ENGINEERING (PRIME), 2013,
  • [7] Adaptive Data Collection Algorithm for Wireless Sensor Networks
    Vahabi, M.
    Rasid, M. F. A.
    Abdullah, R. S. A. R.
    Ghazvini, M. H. F.
    [J]. INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2008, 8 (06): : 125 - 132
  • [8] An Adaptive Lossless Data Compression Scheme for Wireless Sensor Networks
    Kolo, Jonathan Gana
    Shanmugam, S. Anandan
    Lim, David Wee Gin
    Ang, Li-Minn
    Seng, Kah Phooi
    [J]. JOURNAL OF SENSORS, 2012, 2012
  • [9] An Efficient and Robust Data Compression Algorithm in Wireless Sensor Networks
    Liang, Yao
    Li, Yimei
    [J]. IEEE COMMUNICATIONS LETTERS, 2014, 18 (03) : 439 - 442
  • [10] An Adaptive Compression Algorithm for Energy-Efficient Wireless Sensor Networks
    Ying, Beihua
    [J]. 2017 19TH INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATIONS TECHNOLOGY (ICACT) - OPENING NEW ERA OF SMART SOCIETY, 2017,