Browsing Telecommunication Engineering by Subject "ELM model"

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Hybrid SARIMA-ELM-based Data Traffic Forecasting: The Case of UMTS Network in Addis Ababa, Ethiopia

Getinet, Tesfaye (AAU, 2018-10-25)

In Universal Mobile Telecommunications Service (UMTS) network planning, data traffic demand is one critical input in deciding dimension of network elements. Past data collected from deployed UMTS network can be used to ...
Video Streaming Data Traffic Prediction by Using Long Short Term Memory (LSTM) Model: In the case of UMTS Network in Addis

Begameder, Tamene (Addis Ababa University, 2020-02)

Predictive analysis of mobile network traffic is fundamental for the next-generation cellular network. Proactively knowing user demand allows telecom systems to perform optimal resource allocation. Nowadays, telecom ...

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