State estimation and data fusion for multirate sensor networks

Liping Yan; Lu Jiang; Yuanqing Xia; Mengyin Fu

doi:10.1002/acs.2569

State estimation and data fusion for multirate sensor networks

Liping Yan^*, Lu Jiang, Yuanqing Xia, Mengyin Fu

^*此作品的通讯作者

自动化学院

Beijing Institute of Technology

科研成果: 期刊稿件 › 文章 › 同行评审

29 引用（Scopus）

摘要

Summary This article is concerned with state estimation and data fusion of a linear dynamic system observed by multirate sensors in the environment of wireless sensor networks. The sampling, estimation, and transmission rates in the wireless sensor networks are different. We derive the optimal linear estimation in the centralized, sequential, and distributed forms. A numerical example is given to show the feasibility and effectiveness of the proposed algorithms.

源语言	英语
页（从-至）	3-15
页数	13
期刊	International Journal of Adaptive Control and Signal Processing
卷	30
期	1
DOI	https://doi.org/10.1002/acs.2569
出版状态	已出版 - 1 1月 2016

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Yan, L., Jiang, L., Xia, Y., & Fu, M. (2016). State estimation and data fusion for multirate sensor networks. International Journal of Adaptive Control and Signal Processing, 30(1), 3-15. https://doi.org/10.1002/acs.2569

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abstract = "Summary This article is concerned with state estimation and data fusion of a linear dynamic system observed by multirate sensors in the environment of wireless sensor networks. The sampling, estimation, and transmission rates in the wireless sensor networks are different. We derive the optimal linear estimation in the centralized, sequential, and distributed forms. A numerical example is given to show the feasibility and effectiveness of the proposed algorithms.",

keywords = "centralized fusion, distributed fusion, multirate multisensor, sequential fusion, state estimation, wireless sensor networks",

author = "Liping Yan and Lu Jiang and Yuanqing Xia and Mengyin Fu",

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State estimation and data fusion for multirate sensor networks

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