History based multi-node collaborative localisation in mobile wireless ad hoc networks. (2019)

• Record Type: Journal Article
• Authors: Liu, Defang; Guo, Songtao; Chen, Wenyuan; Wang, Fei
• Is Part Of: International journal of ad hoc and ubiquitous computing. Volume 30:Number 2(2019)
• Page Start: 59
• Page End: 72
• Publication Date: 2019
• Subjects: wireless ad hoc networks -- localisation -- historical constraints -- neighbour information; Ubiquitous computing -- Periodicals; Embedded computer systems -- Periodicals; Electronic data processing -- Distributed processing -- Periodicals; Wireless communication systems -- Periodicals; Computer architecture -- Periodicals; 004.2
• Languages: English
• ISSNs: 1743-8225

Abstract

In most existing localisation algorithms, increasing the density of anchor nodes is one of the main strategies to improve the localisation accuracy in dense ad hoc wireless networks. In this paper, based on the number of reference nodes, we propose a distributed localisation algorithm, i.e., history based multi-node collaborative localisation algorithm (HMCL), in sparse ad hoc wireless networks. In the proposed HMCL algorithm, we exploit a new motion model to filter the imprecise estimation based on the historical position information of nodes, which can improve the localisation accuracy. Moreover, we utilise different strategies to achieve the localisation of nodes with different priorities measured by the distance between neighbour nodes. We verify through experiment that the proposed algorithm provides higher localisation precision and less energy consumption. Besides, we also analyse the effect of the number of neighbour nodes, node density and moving speed of nodes on localisation precision.