A temporal and spatial data compression algorithm based on confidence interval for wireless sensor networks

Advances in Information Sciences and Service Sciences

Volumn 4, Issue 1, 2012, Pages 54-61

  Xu, Junbo ^a   Wang, Huiqiang ^a   Feng, Guangsheng ^a   Sun, Lin ^a  

^a HARBIN ENGINEERING UNIVERSITY   (China)

Author keywords

Confidence interval; Data compression; Unitary linear regression analysis; Wireless sensor networks

Indexed keywords

DATA COMPRESSION; ENERGY UTILIZATION; LIFE CYCLE; LINEAR REGRESSION; SENSOR NODES; WIRELESS SENSOR NETWORKS;

ABNORMAL CHANGE; CONFIDENCE INTERVAL; CONFIDENCE INTERVAL ESTIMATION; DATA COMPRESSION ALGORITHMS; HIGHER COMPRESSION RATIOS; LINEAR REGRESSION MODELS; SCOPE OF APPLICATION; TEMPORAL AND SPATIAL;

DATA COMPRESSION RATIO;

EID: 84863039546     PISSN: 19763700     EISSN: 22339345     Source Type: None    
DOI: 10.4156/aiss.vol4.issue1.7     Document Type: Article

References (8)

1. Li Jian-zhong, Gao Hong, "Progress in wireless sensor networks" Journal of Computer Research and Development, China Science Press, vol.45, no.1, pp.1-15, 2008.
2. Song Wei, Huang Liu-sheng, Xu Hong-li. "Mobile sensor networks energy efficient data fusion algorithm", Computer Engineering, China Science Press, vol.35, no.8, pp.128-130, 2009.
3. LIU Mei, LIU Gui-xiong, XU Xiao-ling, "Distributed Data Fusion Algorithm with Low Energy Consumption and High Accuracy in WSN", IJACT, Vol. 3, No. 11, pp. 122-129, 2011.
4. Zhi Yang, Budan Wu, Huifeng Sun, Junliang Chen, Data Fusion Based Service Discovery, JCIT, Vol. 6, No. 11, pp. 248-258, 2011.
5. Zhou Si-wang, Lin Ya-ping, Zhang Jian-ming, "Based on ring mode of wavelet compression algorithm in sensor networks", Journal of Software, China Science Press, vol.18, no.3, pp.669-680, 2007.
6. Yin Zhen-yu, Zhao Hai, Xu Jiu-qiang, "Based on clustering routing multidimensional data compression algorithm research in wireless sensor networks", Journal of electronics, ACTA ELECTRONICA SINICA, vol.37, no.5, pp.1109-1114, 2009.
7. Wang Lei-chun, Ma Chuan-xiang, "Based on a Llinear Model of the Space-time Data Compression Algorithm in Sensor networks", Journal of Electronics and Information Technology, China Science Press, vol.32, no.3, pp.755-758, 2010.
8. Ken Cai, Xiaoying Liang, "A Low-Cost Motion Information Collection System Using Wireless Sensor Technology", AISS, Vol. 3, No. 11, pp. 184-192, 2011.