Browsing Telecommunication Engineering by Title

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UMTS Network Coverage Hole Detection using Decision Tree Classifier Machine Learning Approach

Geleta, Abdissa (Addis Ababa University, 2020-02)

Due to various innovative mobile services and applications, traffic is constantly increasing in size and complexity globally and as well as locally in Ethiopia. To fulfill these requirements in both quality and quantity, ...
Usage Based Clustering of Customers for Mobile Service Packaging

Demelash, Biru (Addis Ababa University, 2019-12)

Satisfaction of customers is the most important factor for mobile operators to be successful. This needs effective customer segmentation and segment targeted mobile service packaging and delivery. Segmentation differentiates ...
Users Throughput Enhancement of LTE Network using Carrier Aggregation for Addis Ababa

Abebe, Kassie (2019-12-10)

Mobile broadband services are undergoing a period of dramatic growth causing a tremendous increase in data tra c. One main reason for this rise of tra c is being driven by the growing number of mobile subscribers. This ...
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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