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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Izzat Darwazeh

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Sep 2026

A Stochastic Resonance Framework for PAPR Reduction in Multi-Carrier Waveforms: Simulation and Experimental Validation

High peak-to-average power ratio (PAPR) remains a major challenge in orthogonal frequency-division multiplexing (OFDM) and its variants. This paper proposes a Collins stochastic resonance (C-SR)-based framework for PAPR reduction in generic multi-carrier systems. The proposed method employs multiple stochastic resonanc...

Ya-Lin Zhou, Masanori Hamamura, Izzat Darwazeh · 0 citations

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