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M. Imran

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Review Open access Sep 2026

TECHNO-ECONOMIC PLANNING OF 5G OPTICAL NETWORK EXPANSION: CAPEX OPTIMIZATION AND CAPACITY FORECASTING FOR TELECOM OPERATORS

The deployment of 5G mobile networks is transforming the economics of optical transport, with the demand for capacity growth, low-latency services, cloud radio access network functions and enterprise digitisation all driving the need for dense, reliable and scalable fibre infrastructure. Saudi Arabian telecom operators...

M. Imran · 0 citations
Review Open access Aug 2026

AI-Enabled Fault Prediction and Performance Optimization in 5G Optical Transport Networks

A practical AI-enabled operating framework to convert streaming measurements to failure probability, time-to-impact, root-cause ranking, optimization recommendations and governed automation actions is proposed.

M. Imran · 0 citations

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