Environment

• Ubuntu 22.04

Dependencies

• cvxpy==1.4.1
• gurobipy==11.0.3(Note: GUROBI license required)
• tensorflow==2.5.0

Data

Please put the training data fold into the data_istn fold, where the training data path in the code is ./data_itsn/training_itsn_traces

Please also open the .rar files in the training_itsn_traces.

Bib

If the implenmentation helps, you might consider cite the refered paper

@ARTICLE{10681564, author={Lin, Jiawei and Wang, Shuoyao}, journal={IEEE Wireless Communications Letters}, title={Adaptive Video Streaming in Integrated Satellite-Terrestrial Networks: A Low-Complexity Model Predictive Control Approach}, year={2024}, volume={13}, number={11}, pages={3237-3241}, keywords={Streaming media;Satellites;Quality of experience;Bit rate;Bandwidth;Rain;Space-air-ground integrated networks;Adaptive video streaming;integrated satellite-terrestrial network;model predictive control}, doi={10.1109/LWC.2024.3462739}}