Mobility assisted wireless sensor network cooperative localization via SOCP

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

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

2 引用 (Scopus)

摘要

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.

源语言英语
主期刊名Ad Hoc Networks - 10th EAI International Conference, ADHOCNETS 2018, Proceedings
编辑Shiwen Mao, Wei Xiang, Jun Zheng, Feng Yan, Pascal Lorenz
出版商Springer Verlag
129-138
页数10
ISBN(印刷版)9783030058876
DOI
出版状态已出版 - 2019
已对外发布
活动10th International Conference on Ad Hoc Networks, ADHOCNETS 2018 - Cairns, 澳大利亚
期限: 20 9月 201823 9月 2018

出版系列

姓名Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
258
ISSN(印刷版)1867-8211

会议

会议10th International Conference on Ad Hoc Networks, ADHOCNETS 2018
国家/地区澳大利亚
Cairns
时期20/09/1823/09/18

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