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Caceres-Najarro, Song, and Kim _ Survey of Theoretical Limits and Practical Limitations in WSNs.pdf (1.16 MB)
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Fundamental Limitations and State-of-the-art Solutions for Target Node Localization in WSNs

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posted on 11.10.2021, 04:32 by Lismer Andres Caceres NajarroLismer Andres Caceres Najarro, Iickho Song, Kiseon Kim

With the advances in new technological trends and the reduction in prices of sensor nodes, wireless sensor networks

(WSNs) and their applications are proliferating in several areas of our society such as healthcare, industry, farming, and housing. Accordingly, in recent years attention on localization has increased significantly since it is one of the main facets in any WSN. In a nutshell, localization is the process in which the position of any sensor node is retrieved by exploiting measurements from and between sensor nodes. Several techniques of localization have been proposed in the literature with different localization accuracy, complexity, and hence different applicability. The localization accuracy is limited by fundamental limitations, theoretical and practical, that restrict the localization accuracy regardless of the technique employed in the localization process. In this paper, we pay special attention to such fundamental limitations from the theoretical and practical points of view and provide a comprehensive review of the state-of-the-art solutions that deal with such limitations. Additionally, discussion on the theoretical and practical limitations together with their recent solutions, remaining challenges, and perspectives are presented.


Funding

National Research Foundation of Korea under GrantNRF-2021R1I1A1A01041257

History

Email Address of Submitting Author

andres.caceresna@gmail.com

Submitting Author's Institution

Gwangju Institute of Science and Technology

Submitting Author's Country

South Korea