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 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, η<sup>2</sup> = 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.
Authors
- Radhey Lal
- Dinesh Kumar Nishad
- Rajiv Kumar Singh (ORCID: https://orcid.org/0000-0002-9838-3040)
- Dharti Raj Shah
Institutions
- Dr. A.P.J. Abdul Kalam Technical University (IN)
- Tribhuvan University (NP)
- Dr. Shakuntala Misra National Rehabilitation University (IN)
- Institute of Engineering (NP)
- Indian Institute of Management Lucknow (IN)
Publication Details
- Journal
- Scientific Reports
- Published
- 2025-08-12
- DOI
- https://doi.org/10.1038/s41598-025-09668-7
- Primary Topic
- Advanced MIMO Systems Optimization
- Type
- article
- Field-Weighted Citation Impact
- 0.00