The role of EM radiation in enhancing quantum factorial network performance for Wi-Fi hotspots
This study investigates the integration of electromagnetic (EM) radiation with quantum factorial networks to enhance Wi-Fi hotspot performance through a comprehensive experimental framework.A novel quantum factorial network architecture was developed, leveraging quantum superposition and entanglemen...
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| Format: | Article |
| Language: | English |
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Nature Portfolio
2025-08-01
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| Series: | Scientific Reports |
| Online Access: | https://doi.org/10.1038/s41598-025-09668-7 |
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| _version_ | 1849235571889668096 |
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| author | Radhey Lal Rajiv Kumar Singh Dinesh Kumar Nishad Dharti raj Shah |
| author_facet | Radhey Lal Rajiv Kumar Singh Dinesh Kumar Nishad Dharti raj Shah |
| author_sort | Radhey Lal |
| collection | DOAJ |
| description | This study investigates the integration of electromagnetic (EM) radiation with quantum factorial networks to enhance Wi-Fi hotspot performance through a comprehensive experimental framework.A novel quantum factorial network architecture was developed, leveraging quantum superposition and entanglement principles to optimize wireless communication systems. The experimental methodology employed MATLAB/Simulink simulations with 100 network nodes operating at 2.4 GHz frequency, incorporating quantum enhancement coefficients and modified Maxwell equations for EM field propagation. Statistical analysis using ANOVA (F(2,297) = 156.7, p < 0.001, η2 = 0.51) demonstrated significant performance improvements: throughput increased from 1.2 Gbps to 3.0 Gbps (150% enhancement), latency reduced from 25 to 5 ms (80% improvement), and coverage expanded from 30 to 45 m (50% increase). Cross-validation between theoretical models and simulation results achieved correlation coefficients exceeding 0.98 across all performance metrics. The quantum enhancement factor ξq = 2.5 was validated through quantum state tomography with 95% confidence intervals. Real-world applicability was demonstrated across smart city infrastructure, industrial IoT environments, and healthcare systems. These findings establish quantum factorial networks as a viable solution for next-generation wireless communication, though scalability challenges and hardware requirements for quantum-enhanced nodes remain critical considerations for practical deployment. |
| format | Article |
| id | doaj-art-99785b79792c474ebbfd08d0b9679bfc |
| institution | Kabale University |
| issn | 2045-2322 |
| language | English |
| publishDate | 2025-08-01 |
| publisher | Nature Portfolio |
| record_format | Article |
| series | Scientific Reports |
| spelling | doaj-art-99785b79792c474ebbfd08d0b9679bfc2025-08-20T04:02:45ZengNature PortfolioScientific Reports2045-23222025-08-0115113110.1038/s41598-025-09668-7The role of EM radiation in enhancing quantum factorial network performance for Wi-Fi hotspotsRadhey Lal0Rajiv Kumar Singh1Dinesh Kumar Nishad2Dharti raj Shah3Dr. APJ Abdul, Kalam Technical University LucknowInstitute of Engineering and TechnologyDepartment of Electrical Engineering, Dr. Shakuntala Misra National Rehabilitation UniversityPurwanchal Campus Institute of Engineering, Tribhuvan UniversityThis study investigates the integration of electromagnetic (EM) radiation with quantum factorial networks to enhance Wi-Fi hotspot performance through a comprehensive experimental framework.A novel quantum factorial network architecture was developed, leveraging quantum superposition and entanglement principles to optimize wireless communication systems. The experimental methodology employed MATLAB/Simulink simulations with 100 network nodes operating at 2.4 GHz frequency, incorporating quantum enhancement coefficients and modified Maxwell equations for EM field propagation. Statistical analysis using ANOVA (F(2,297) = 156.7, p < 0.001, η2 = 0.51) demonstrated significant performance improvements: throughput increased from 1.2 Gbps to 3.0 Gbps (150% enhancement), latency reduced from 25 to 5 ms (80% improvement), and coverage expanded from 30 to 45 m (50% increase). Cross-validation between theoretical models and simulation results achieved correlation coefficients exceeding 0.98 across all performance metrics. The quantum enhancement factor ξq = 2.5 was validated through quantum state tomography with 95% confidence intervals. Real-world applicability was demonstrated across smart city infrastructure, industrial IoT environments, and healthcare systems. These findings establish quantum factorial networks as a viable solution for next-generation wireless communication, though scalability challenges and hardware requirements for quantum-enhanced nodes remain critical considerations for practical deployment.https://doi.org/10.1038/s41598-025-09668-7 |
| spellingShingle | Radhey Lal Rajiv Kumar Singh Dinesh Kumar Nishad Dharti raj Shah The role of EM radiation in enhancing quantum factorial network performance for Wi-Fi hotspots Scientific Reports |
| title | The role of EM radiation in enhancing quantum factorial network performance for Wi-Fi hotspots |
| title_full | The role of EM radiation in enhancing quantum factorial network performance for Wi-Fi hotspots |
| title_fullStr | The role of EM radiation in enhancing quantum factorial network performance for Wi-Fi hotspots |
| title_full_unstemmed | The role of EM radiation in enhancing quantum factorial network performance for Wi-Fi hotspots |
| title_short | The role of EM radiation in enhancing quantum factorial network performance for Wi-Fi hotspots |
| title_sort | role of em radiation in enhancing quantum factorial network performance for wi fi hotspots |
| url | https://doi.org/10.1038/s41598-025-09668-7 |
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