Title :
Concept of bounded error to improve wireless sensor network data compression
Author :
Che-Lung Lin ; Jui-Hua Tsai ; Yu-Hsien Chu ; Ray-I Chang
Author_Institution :
Dept. of Eng. Sci., Nat. Taiwan Univ., Taipei, Taiwan
Abstract :
In wireless sensor networks (WSNs), energy consumption remains one of the major limitations of this technology. Since WSN costs lot of energy to transmit data from node to node, it is reasonable to reduce power consumption by reducing data transfer. In our previous research, D-BEDCA uses bounded-error data compression to compress data and keep the data distortion in certain range at the same time. However, it has some shortages. In this paper, IBEC is proposed to improve both the temporal correlation compression and the data correlation compression in D-BEDCA. We also design a new spatial correlation compression scheme for IBEC.
Keywords :
correlation methods; data compression; wireless sensor networks; D-BEDCA; IBEC; WSN; data correlation compression; data distortion; data transfer; improve bounded-error data compression; spatial correlation compression scheme; temporal correlation compression; wireless sensor network data compression; Correlation; Educational institutions; Huffman coding; Power demand; Tin; Wireless sensor networks; bounded-error; data compression; data correlation; spatial correlation; temporal correlation; wireless sensor network (WSN);
Conference_Titel :
SENSORS, 2014 IEEE
Conference_Location :
Valencia
DOI :
10.1109/ICSENS.2014.6985234
