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Onu Kingsley Eyiogwu

3 papers indexed

zenodoJournal article2026-07-28

Adaptive Intercell Interference Management in Heterogeneous Networks Using Enhanced Feedforward Neural Network: A Drive-Test-Based Simulation Study

Onu Kingsley Eyiogwu, Ekwueme Uchechukwu Theo, Obisike Kio Chima

The densification of Long-Term Evolution (LTE) heterogeneous networks (HetNets) enhances spectral efficiency but exacerbates intercell interference (ICI), especially at cell edges. This study proposes an Enhanced Feedforward Neural Network (eFFNN) for adaptive interference mitiga…

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openalexZenodo (CERN European Organization for Nuclear Research)2026-07-23

Deep Learning versus Classical Denoising for Mobile Receivers: A Field-Parameterised Simulation Study

Onu Kingsley Eyiogwu, Ekolama Solomon Malcolma

Noise and interference severely degrade signal clarity in mobile communication systems. This poses a critical challenge for reliable data transmission in dynamic propagation environments. This study presents a field-informed evaluation framework for denoising algorithms. The fram…

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openalexZenodo (CERN European Organization for Nuclear Research)2026-07-23

Deep Learning versus Classical Denoising for Mobile Receivers: A Field-Parameterised Simulation Study

Onu Kingsley Eyiogwu, Ekolama Solomon Malcolma

Noise and interference severely degrade signal clarity in mobile communication systems. This poses a critical challenge for reliable data transmission in dynamic propagation environments. This study presents a field-informed evaluation framework for denoising algorithms. The fram…

View free PDFSource page