Title :
Information-centric collaborative data collection for mobile devices in wireless sensor networks
Author :
Gang Xu ; Ngai, Edith ; Jiangchuan Liu
Author_Institution :
Dept. of Inf. Technol., Uppsala Univ., Uppsala, Sweden
Abstract :
The advancement of smart phones enables mobile users to collect data from their surrounding sensors using short-range wireless communication. However, the limited contact time and the wireless capacity constrain the amount of data to be collected by the mobile users. It is crucial for mobile users to collect sensing data that can maximize their data utility. In this paper, we propose a distributed algorithm to provide information-centric ubiquitous data collection for multiple mobile users. The mobile users construct data collection trees adaptively according to their dynamic moving speeds. They prioritize data collection according to the information value carried by the sensing data. The distributed algorithm can support smooth data collection and coordination among multiple mobile users. We evaluate the data utility, energy efficiency and scalability of our solution with extensive simulations. The results showed that our distributed algorithm can improve information value up to 50% and reduce energy consumption to half compared with the existing approach.
Keywords :
distributed algorithms; mobile computing; smart phones; wireless sensor networks; data collection trees; data utility; distributed algorithm; dynamic moving speeds; energy consumption reduction; energy efficiency; information-centric collaborative data collection; information-centric ubiquitous data collection; limited contact time; mobile devices; sensing data collection; short-range wireless communication; smart phones; surrounding sensors; wireless capacity constrain; wireless sensor networks; Ad hoc networks; Data collection; Mobile communication; Mobile computing; Sensors; Wireless communication; Wireless sensor networks;
Conference_Titel :
Communications (ICC), 2014 IEEE International Conference on
Conference_Location :
Sydney, NSW
DOI :
10.1109/ICC.2014.6883291