Angle-Based Distributed Node Localizability and Localization

• 成果类型: Article
• 署名作者: Chen, Liangming; Lin, Zhiyun; Xie, Lihua
• 署名单位: Southern University of Science & Technology; Nanyang Technological University
• 刊物名称: IEEE TRANSACTIONS ON AUTOMATIC CONTROL
• ISSN/ISSBN: 0018-9286
• DOI: 10.1109/TAC.2023.3339437
• 发表日期: 2024
• 页码: 1890-1897
• 关键词: Angle measurements; distributed localization; node localizability; triangular network; wireless sensor network

摘要

To determine the positions of free nodes in a wireless sensor network, angle-based localization approaches have been recently proposed. However, the existing angle-only localizability conditions are for the whole network, for which the existence of only one unlocalizable node implies that the whole network is unlocalizable. To efficiently obtain specific information on the free nodes' localizability, this article proposes to check each node's localizability in a distributed manner. First, we propose an algebraic condition for node localizability, based on which a distributed node localizability checking algorithm is proposed. Then, a strategy on adding triangular angle measurements to those unlocalizable nodes is proposed, under which an unlocalizable network can become localizable. Finally, by using the local information of each node's triangle degree in the network, a fully distributed localization algorithm is designed, which does not require any globally graphic information or additional internode communication. Simulation examples are provided to validate the results.