Effect of Spatial, Temporal and Network Features on Uplink and Downlink Throughput Prediction

Author:

Palaios Alexandros1,Vielhaus Christian2,Kulzer Daniel F.3,Geuer Philipp1,Sattiraju Raja3,Fink Jochen4,Kasparick Martin4,Watermann Cara1,Fettweis Gerhard5,Fitzek Frank H. P.2,Schotten Hans D.3,Stanczak Slawomir4

Affiliation:

1. Ericsson Research,Germany

2. Technische Universität,Deutsche Telekom Chair,Dresden,Germany

3. Technische Universität,Kaiserslautern,Germany

4. Fraunhofer Heinrich Hertz Institute,Germany

5. Technische Universität,Vodafone Chair,Dresden,Germany

Funder

Ministry of Education

Publisher

IEEE

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Estimating Link Capacity with Uncertainty Bounds in Cellular Networks;2023 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom);2023-07-04

2. Towards a 3GPP Network-based Framework for Improving Service Assurance and Load Balancing;2023 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit);2023-06-06

3. Predictive Quality of Service in Cellular Networks: Challenges, Framework, and Application in Vehicular Communications;IEEE Communications Magazine;2023-03

4. Cell- and Area-based ML Models: Unlocking High Precision Models for Radio Access Networks;2023 IEEE Wireless Communications and Networking Conference (WCNC);2023-03

5. Machine Learning for QoS Prediction in Vehicular Communication: Challenges and Solution Approaches;IEEE Access;2023

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