4G LTE Network Throughput Modelling and Prediction

• Published in: GLOBECOM 2020 - 2020 IEEE Global Communications Conference pp. 1 - 6
• Main Authors: Elsherbiny, Habiba, Abbas, Hazem M., Abou-zeid, Hatem, Hassanein, Hossam S., Noureldin, Aboelmagd
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.12.2020
• Subjects: Analytical models; Cellular Networks; Data models; LTE; Machine learning; Prediction algorithms; Predictive models; Throughput; Throughput Prediction; Time series analysis

The past decade has witnessed a staggering evolution in cellular networks. Mobile wireless technologies have undergone four distinct generations; from uncomplicated voice calls in the first generation to high-speed, low latency and video streaming in the fourth generation. The numerous services brou...