Title: An energy model of 4G smartphone oriented towards typical network applications
Authors: Tundong Liu; Yun Lin; Zhuobin Xu; Yi Xie; Fufeng Chen; Guozhi Xue
Addresses: Department of Automation, Xiamen University, Xiamen, 361005, China ' Department of Automation, Xiamen University, Xiamen 361005, China ' Information and Network Center, Xiamen University, Xiamen 361005, China ' Fujian Key Laboratory of Sensing and Computing for Smart City, School of Information Science and Engineering, Xiamen University, Xiamen 361005, China ' Fujian Key Laboratory of Sensing and Computing for Smart City, School of Information Science and Engineering, Xiamen University, Xiamen 361005, China ' Fujian Key Laboratory of Sensing and Computing for Smart City, School of Information Science and Engineering, Xiamen University, Xiamen 361005, China
Abstract: 4G has achieved considerable success because of its high data rate. But the short battery lifetime of mobile devices hinders the development of 4G. To improve energy efficiency, much effort has been made to study the process of energy consumption in smartphones. Some hardware-based methods, using expensive instruments, are correct but unhandy. Some software-based methods are flexible, but incorrect, because they often omit the influence from communication performance. This paper proposes a smartphone energy model where typical applications (HTTP and FTP) and the wireless traffic data flow are considered. Experimental results show that the energy model accurately estimates the smartphone energy consumption in one operation of the application, whose accuracy rate is higher than 90%. This work is the first step toward the development of a new software-based method, which accurately estimates smartphone energy consumption.
Keywords: 4G; energy consumption; state machine model; smartphone.
DOI: 10.1504/IJAHUC.2018.092654
International Journal of Ad Hoc and Ubiquitous Computing, 2018 Vol.28 No.2, pp.94 - 102
Received: 15 Sep 2015
Accepted: 14 Mar 2016
Published online: 27 Jun 2018 *