Mobility assisted wireless sensor network cooperative localization via SOCP

Sijia Yu*, Xin Su, Jie Zeng, Huanxi Cui

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

2 Citations (Scopus)

Abstract

Cooperative sensor localization plays an essential role in the Global Positioning System (GPS) limited indoor networks. While most of the earlier work is of static nodes localization, the localization of mobile nodes is still a challenging task for wireless sensor networks. This paper proposes an effective cooperative localization scheme in the mobile wireless sensor network, which exploits distance between nodes as well as their mobility information. We first use multidimensional scaling (MDS) to perform initial location estimation. Then second-order cone programming (SOCP) is applied to obtain the location estimation. To make full use of the mobility of nodes, we further utilize Kalman filter (KF) to reduce the localization error and improve the robustness of the localization system. The proposed mobility assisted localization scheme significantly improves the localization accuracy of mobile nodes.

Original languageEnglish
Title of host publicationAd Hoc Networks - 10th EAI International Conference, ADHOCNETS 2018, Proceedings
EditorsShiwen Mao, Wei Xiang, Jun Zheng, Feng Yan, Pascal Lorenz
PublisherSpringer Verlag
Pages129-138
Number of pages10
ISBN (Print)9783030058876
DOIs
Publication statusPublished - 2019
Externally publishedYes
Event10th International Conference on Ad Hoc Networks, ADHOCNETS 2018 - Cairns, Australia
Duration: 20 Sept 201823 Sept 2018

Publication series

NameLecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
Volume258
ISSN (Print)1867-8211

Conference

Conference10th International Conference on Ad Hoc Networks, ADHOCNETS 2018
Country/TerritoryAustralia
CityCairns
Period20/09/1823/09/18

Keywords

  • Cooperative localization
  • Kalman filter
  • Multidimensional scaling
  • Second order cone programming
  • Wireless sensor network

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