A New Strategy for Dynamic Channel Allocation in CR-WMN Based on RCA Article Swipe
Kaleem Arshid
,
Jianbiao Zhang
,
Muhammad Yaqub
,
Mohammad Daud Awan
,
Habiba Ijaz
,
Imran Shabir Chuhan
·
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.32604/cmc.2023.035735
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.32604/cmc.2023.035735
Channel assignment has emerged as an essential study subject in Cognitive Radio-based Wireless Mesh Networks (CR-WMN).In an era of alarming increase in Multi-Radio Multi-Channel (MRMC) network expansion interference is decreased and network throughput is signi cantly increased when non-overlapping or partially overlapping channels are correctly integrated.Because of its ad hoc behavior, dynamic channel assignment outperforms static channel assignment.Interference reduces network throughput in the CR-WMN.As a result, there is an extensive research gap for an algorithm that dynamically distributes channels while accounting for all types of interference.This work presents a method for dynamic channel allocations using unsupervised Machine Learning (ML) that considers both coordinated and uncoordinated interference.Unsupervised machine learning uses coordinated and non-coordinated interference for dynamic channel allocation.To determine the applicability of the proposed strategy in reducing channel interference while increasing WMN throughput, a comparison analysis was performed.When the simulation results of our proposed algorithm are compared to those of the Routing Channel Assignment (RCA) algorithm, the throughput of our proposed algorithm has increased by 34% compared to both coordinated and non-coordinated interferences.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.32604/cmc.2023.035735
- https://www.techscience.com/cmc/online/detail/19392/pdf
- OA Status
- diamond
- Cited By
- 1
- References
- 35
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4386451891
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4386451891Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.32604/cmc.2023.035735Digital Object Identifier
- Title
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A New Strategy for Dynamic Channel Allocation in CR-WMN Based on RCAWork title
- Type
-
articleOpenAlex work type
- Language
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enPrimary language
- Publication year
-
2023Year of publication
- Publication date
-
2023-01-01Full publication date if available
- Authors
-
Kaleem Arshid, Jianbiao Zhang, Muhammad Yaqub, Mohammad Daud Awan, Habiba Ijaz, Imran Shabir ChuhanList of authors in order
- Landing page
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https://doi.org/10.32604/cmc.2023.035735Publisher landing page
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https://www.techscience.com/cmc/online/detail/19392/pdfDirect link to full text PDF
- Open access
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YesWhether a free full text is available
- OA status
-
diamondOpen access status per OpenAlex
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https://www.techscience.com/cmc/online/detail/19392/pdfDirect OA link when available
- Concepts
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Throughput, Computer science, Channel allocation schemes, Interference (communication), Wireless mesh network, Channel (broadcasting), Computer network, Wireless ad hoc network, Routing (electronic design automation), Cognitive radio, Wireless network, Wireless, TelecommunicationsTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
1Total citation count in OpenAlex
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2024: 1Per-year citation counts (last 5 years)
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10Other works algorithmically related by OpenAlex
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| referenced_works | https://openalex.org/W6730374159, https://openalex.org/W6763181284, https://openalex.org/W2152226503, https://openalex.org/W3041562044, https://openalex.org/W6841934888, https://openalex.org/W6771711590, https://openalex.org/W3103114094, https://openalex.org/W6803095195, https://openalex.org/W6788694345, https://openalex.org/W6783020182, https://openalex.org/W3006672659, https://openalex.org/W2969195240, https://openalex.org/W6799482862, https://openalex.org/W2915273711, https://openalex.org/W6792942681, https://openalex.org/W6805483414, https://openalex.org/W3009857620, https://openalex.org/W4285600848, https://openalex.org/W6979940977, https://openalex.org/W3213833661, https://openalex.org/W6801776073, https://openalex.org/W3206673678, https://openalex.org/W6808271993, https://openalex.org/W3207658164, https://openalex.org/W6838509861, https://openalex.org/W6842841108, https://openalex.org/W4293204731, https://openalex.org/W3144044277, https://openalex.org/W4281760339, https://openalex.org/W3208790633, https://openalex.org/W4210755236, https://openalex.org/W4296157630, https://openalex.org/W3083272947, https://openalex.org/W3120460739, https://openalex.org/W3190777801 |
| referenced_works_count | 35 |
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