Experimental data and pictures from the SAGIN experimental program
- Citation Author(s):
-
Yitian Chen
- Submitted by:
- Yitian Chen
- Last updated:
- DOI:
- 10.21227/t9ey-4s88
- Data Format:
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- Keywords:
Abstract
Experimental data and images from the paper “Computation Offloading in Space-Air-Ground Integrated Networks for Diverse Task Requirements with Integrated Reliability Mechanisms.Data on the optimization effect of different algorithms on the SAGIN environment, this data is a csv file. Comparison graph of each data of different algorithms as a jpg file.
Instructions:
Data on the optimization effect of different algorithms on the SAGIN environment, this data is a csv file. Comparison graph of each data of different algorithms as a jpg file.
Dataset Files
- data.zip (Size: 46.33 MB)
- Comparison of reward values between different gamma of the D-MAPPO algorithm.jpg (Size: 312.5 KB)
- The lowest energy consumption of common tasks optimized by D-MAPPO algorithm is compared with that of MAPPO, PPO, local, offloading and random algorithms, as well as the lowest energy consumptio.jpg (Size: 306.44 KB)
- Comparison of the D-MAPPO algorithm with MAPPO, PPO, local, offloading, and random algorithms in terms of optimization of n_task upload success rates.jpg (Size: 412.48 KB)
- Comparison of energy consumption optimization of common tasks between D-MAPPO algorithm and MAPPO, PPO, local, offloading and random algorithms.jpg (Size: 405.85 KB)
- THELOW~2.JPG (Size: 313.99 KB)
- Comparison of reward values between D-MAPPO algorithm and MAPPO, PPO, local, offloading and random algorithms.jpg (Size: 405.8 KB)
- Comparison of reward values between different learning rates of the D-MAPPO algorithm.jpg (Size: 345.02 KB)
- Comparison of upload success rates of emergency tasks, ordinary tasks, and all tasks for each algorithm when the reward is optimal.jpg (Size: 321.45 KB)
- Comparison of common task latency optimization of D-MAPPO algorithm with MAPPO, PPO, local, offloading and random algorithms.jpg (Size: 407.85 KB)
- Comparison of reward values between different n_epochs of the D-MAPPO algorithm.jpg (Size: 311.83 KB)
