Dynamic spectrum resource allocations in wireless senor networks for improving packet transmission
Abstract Spectrum allocation has gained a lot of attention in cognitive wireless networks and research as one of the key problems for enhancing spectrum quality in the communication processes in the contemporary communication-dependent wireless environment. By effectively managing the restricted spe...
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| Format: | Article |
| Language: | English |
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Springer
2024-12-01
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| Series: | Discover Applied Sciences |
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| Online Access: | https://doi.org/10.1007/s42452-024-06377-0 |
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| _version_ | 1841544351988056064 |
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| author | Mohammed Wasim Bhatt Evans Asenso |
| author_facet | Mohammed Wasim Bhatt Evans Asenso |
| author_sort | Mohammed Wasim Bhatt |
| collection | DOAJ |
| description | Abstract Spectrum allocation has gained a lot of attention in cognitive wireless networks and research as one of the key problems for enhancing spectrum quality in the communication processes in the contemporary communication-dependent wireless environment. By effectively managing the restricted spectrum resources, adjusting to dynamic network conditions, lowering interference, and increasing energy efficiency, the study on dynamic spectrum allocation in wireless sensor networks seeks to improve packet transmission. In a variety of applications, this improves network performance, dependability, and quality of service. This is the reason we apply the dynamic source allocation to the sensor nodes in the network visualization for the packet transmission performance study in the 5G spectrum region. The primary goal of the study conducted for this article is to improve packet delivery ratios and data packet throughputs from the source to the destinations. Compared to previous research, this work has achieved 100% of its aims. In this context, certain DRL concerns are also addressed. The spectrum is allotted such that, in the event of phishing or malicious nodal assaults on the cluster groups of the wireless sensor nodal points in the WSN, efficient packet transmission will occur, beginning at the source and terminating at the sink. The simulation results demonstrate the efficacy of the approach described in the research paper and its application to data transmission. |
| format | Article |
| id | doaj-art-46c7bc4f9f2f4f548ace07100b7f5164 |
| institution | Kabale University |
| issn | 3004-9261 |
| language | English |
| publishDate | 2024-12-01 |
| publisher | Springer |
| record_format | Article |
| series | Discover Applied Sciences |
| spelling | doaj-art-46c7bc4f9f2f4f548ace07100b7f51642025-01-12T12:35:18ZengSpringerDiscover Applied Sciences3004-92612024-12-0161211810.1007/s42452-024-06377-0Dynamic spectrum resource allocations in wireless senor networks for improving packet transmissionMohammed Wasim Bhatt0Evans Asenso1Model Institute of Engineering and TechnologyDepartment of Agricultural Engineering, School of Engineering Sciences, University of GhanaAbstract Spectrum allocation has gained a lot of attention in cognitive wireless networks and research as one of the key problems for enhancing spectrum quality in the communication processes in the contemporary communication-dependent wireless environment. By effectively managing the restricted spectrum resources, adjusting to dynamic network conditions, lowering interference, and increasing energy efficiency, the study on dynamic spectrum allocation in wireless sensor networks seeks to improve packet transmission. In a variety of applications, this improves network performance, dependability, and quality of service. This is the reason we apply the dynamic source allocation to the sensor nodes in the network visualization for the packet transmission performance study in the 5G spectrum region. The primary goal of the study conducted for this article is to improve packet delivery ratios and data packet throughputs from the source to the destinations. Compared to previous research, this work has achieved 100% of its aims. In this context, certain DRL concerns are also addressed. The spectrum is allotted such that, in the event of phishing or malicious nodal assaults on the cluster groups of the wireless sensor nodal points in the WSN, efficient packet transmission will occur, beginning at the source and terminating at the sink. The simulation results demonstrate the efficacy of the approach described in the research paper and its application to data transmission.https://doi.org/10.1007/s42452-024-06377-0Dynamic resource allocation; Wireless sensor; Dynamic spectrum; Wireless networks |
| spellingShingle | Mohammed Wasim Bhatt Evans Asenso Dynamic spectrum resource allocations in wireless senor networks for improving packet transmission Discover Applied Sciences Dynamic resource allocation; Wireless sensor; Dynamic spectrum; Wireless networks |
| title | Dynamic spectrum resource allocations in wireless senor networks for improving packet transmission |
| title_full | Dynamic spectrum resource allocations in wireless senor networks for improving packet transmission |
| title_fullStr | Dynamic spectrum resource allocations in wireless senor networks for improving packet transmission |
| title_full_unstemmed | Dynamic spectrum resource allocations in wireless senor networks for improving packet transmission |
| title_short | Dynamic spectrum resource allocations in wireless senor networks for improving packet transmission |
| title_sort | dynamic spectrum resource allocations in wireless senor networks for improving packet transmission |
| topic | Dynamic resource allocation; Wireless sensor; Dynamic spectrum; Wireless networks |
| url | https://doi.org/10.1007/s42452-024-06377-0 |
| work_keys_str_mv | AT mohammedwasimbhatt dynamicspectrumresourceallocationsinwirelesssenornetworksforimprovingpackettransmission AT evansasenso dynamicspectrumresourceallocationsinwirelesssenornetworksforimprovingpackettransmission |