Title: A reliable and energy-efficient outdoor localisation method for smartphones
Authors: Anhua Lin; Jianzhong Zhang; Xiangzhou Jiang; Jingya Zhang
Addresses: College of Computer and Control Engineering, Nankai University, Weijin Road 94, Tianjin, 300071, China ' College of Computer and Control Engineering, Nankai University, Weijin Road 94, Tianjin, 300071, China ' College of Computer and Control Engineering, Nankai University, Weijin Road 94, Tianjin, 300071, China ' College of Computer and Control Engineering, Nankai University, Weijin Road 94, Tianjin, 300071, China
Abstract: Location has become a key service for smartphone applications. Nowadays, GPS and network-based technology have been widely used to provide location service. However, the former suffers its high power consumption, and the latter has some imperfections in location accuracy. In this paper, we present a reliable and energy-efficient localisation system using inertial sensors commonly found on today's smartphone. We first give an overall view of the localisation system, and then describe the key components separately. Furthermore, reliable algorithms for displacement determination and heading direction have been developed, and Vincenty's formulae are used to calculate the location of the endpoint. Location error correction mechanisms are also proposed to prevent accumulated error. Evaluation on Samsung I9100 in the real condition confirm anticipated benefits, and results show that ACMG uses 24.7% less power than GPS, and get a mean location accuracy of less than 6.7m in the playground of Nankai University.
Keywords: step detection; step length; heading direction; corner signature; outdoor localisation; map tiles; reliability; energy efficiency; smartphones; inertial sensors; displacement determination; error correction.
DOI: 10.1504/IJAHUC.2016.079247
International Journal of Ad Hoc and Ubiquitous Computing, 2016 Vol.23 No.3/4, pp.230 - 242
Received: 24 Feb 2014
Accepted: 06 Sep 2014
Published online: 26 Sep 2016 *