Title :
Energy-Efficient Data Gathering Using Traffic Reduction Based on Change in Data Characteristics in Wireless Sensor Networks
Author :
Kondo, Shinya ; Kanzaki, Akimitsu ; Hara, Takahiro ; Nishio, Shojiro
Author_Institution :
Kansai Electr. Power Co., Inc., Osaka, Japan
Abstract :
In this paper, we propose an energy-efficient data gathering method, which is an extension of our previous method, to further reduce traffic in wireless sensor networks. Our previous method suppresses the energy consumption by traffic reduction utilizing spatial and temporal interpolation. In the extended method, each node appropriately utilizes either of spatial or temporal interpolation according to the change in spatial and temporal characteristics of data distribution and requirements specified by the application. Furthermore, we verify the effectiveness of the extended method by a simulation experiment.
Keywords :
energy consumption; interpolation; telecommunication traffic; wireless sensor networks; data characteristics; energy consumption suppression; energy-efficient data gathering method; spatial interpolation; temporal interpolation; traffic reduction; wireless sensor networks; Correlation; Data models; Interpolation; Redundancy; Sensors; Wireless communication; Wireless sensor networks; data interpolation; traffic reduction; wireless sensor networks;
Conference_Titel :
Network-Based Information Systems (NBiS), 2012 15th International Conference on
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4673-2331-4
DOI :
10.1109/NBiS.2012.40
