Figure 1:
Working Mechanism of the Proposed methodology
Figure 2:
PPO Framework
Table 1:
Evaluation Metrices
| SL.NO | Performance Metrics | Mathematical Expression |
|---|---|---|
| 01 | Accuracy | |
| 02 | Sensitivity or recall | |
| 03 | Specificity | |
| 04 | Precision | |
| 05 | F1-Score |
Table 2:
Parameters of Simulation Used in the Experiment
| S.No | Simulation Parameters | Specifications |
|---|---|---|
| 1 | No of Nodes deployed | 120 |
| 2 | No of Fog gateways | 07 |
| 3 | Initial Energy in each BAN Nodes | 0.0016 Joules |
| 4 | Distance variation from each BAN nodes | 5-10metres |
| 5 | Transceivers Equipped | WIFI |
| 6 | Uplink Bandwidth | 200 Mbps |
| 7 | Downlink Bandwidth | 100 Mbps |
| 8 | RAM in Fog gateways | 2.5GB |
| 9 | No of Attributes recorded | 08 |
Figure 3:
Energy Efficient Routing mechanism
Figure 3:
Performance metrics comparsion
Figure 4:
body area network -data transmission
Figure 4:
Energy Consumption Analysis