The Improvement of DV-Hop Model and Its Application in the Security Performance of Smart Campus Article Swipe
Aimin Yang
,
Qunwei Zhang
,
Yikai Liu
,
Ji Zhao
·
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.3390/math10152663
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.3390/math10152663
In the smart campus, sensors are the basic units in the whole the Internet of Things structure, which play the role of collecting information and transmitting it. How to transmits more information at a certain power level has attracted the attention of many researchers. In this paper, the DV-Hop algorithm is optimized by combining simulated annealing-interference particle swarm optimization algorithm to improve the node localization of wireless sensor networks and enhance the security performance of smart campus. To address the problem that particle swarm optimization easily falls into local optimum, a perturbation mechanism is introduced in the basic particle swarm optimization algorithm. Meanwhile, the acceptance probability P is introduced in the simulated annealing algorithm to determine whether a particle is accepted when it “flies” to a new position, which improves the probability of finding a global optimal solution. Comparing the average localization error and optimization rate of the DV-Hop algorithm, PSO-DV-Hop algorithm, and the optimized algorithm. The results show a greater advantage of the algorithm. This will greatly enhance the safety performance and efficiency of the smart campus.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.3390/math10152663
- https://www.mdpi.com/2227-7390/10/15/2663/pdf?version=1660027904
- OA Status
- gold
- Cited By
- 5
- References
- 48
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4288722640
All OpenAlex metadata
Raw OpenAlex JSON
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https://openalex.org/W4288722640Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.3390/math10152663Digital Object Identifier
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The Improvement of DV-Hop Model and Its Application in the Security Performance of Smart CampusWork title
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2022Year of publication
- Publication date
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2022-07-28Full publication date if available
- Authors
-
Aimin Yang, Qunwei Zhang, Yikai Liu, Ji ZhaoList of authors in order
- Landing page
-
https://doi.org/10.3390/math10152663Publisher landing page
- PDF URL
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https://www.mdpi.com/2227-7390/10/15/2663/pdf?version=1660027904Direct link to full text PDF
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YesWhether a free full text is available
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goldOpen access status per OpenAlex
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https://www.mdpi.com/2227-7390/10/15/2663/pdf?version=1660027904Direct OA link when available
- Concepts
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Particle swarm optimization, Simulated annealing, Computer science, Wireless sensor network, Hop (telecommunications), Optimization algorithm, Internet of Things, Algorithm, Mathematical optimization, Computer network, Mathematics, Computer securityTop concepts (fields/topics) attached by OpenAlex
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5Total citation count in OpenAlex
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2025: 2, 2024: 1, 2023: 1, 2022: 1Per-year citation counts (last 5 years)
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- Related works (count)
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10Other works algorithmically related by OpenAlex
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