Figure 1.
Block diagram of proposed method
Figure 2.
IoT-based Health Monitoring Architecture
Figure 3.
Fog computing architecture
Figure 4.
LSTM model
Figure 5.
Iterative foraging process of fruit flies
Table 1.
Simulation parameters
| Simulation parameters | Value |
|---|---|
| Radius of the FN | 100 m |
| Data size fortask | [0.1 – 1] Mbits |
| Computation capacity of the FN | [0.7 – 1] GHZ |
| Computation capacity of the IoT devices | 20 GHZ |
| Local computing energy consumption | [2 – 4] * 10−11 J/Cycle |
| FN computing energy consumption | 1 * 10−11 J/Cycle |
Figure 6.
Monitored healthcare data
Figure 7.
Average Success Rate
Figure 8.
Resource Scheduling Efficiency
Figure 9.
Energy Consumption
Figure 10.
Response Time
Figure 11.
Energy consumption Vs the iterations
Figure 12.
Convergence performance with devices/tasks/RBs
Figure 13.
Energy consumption Vs the number of tasks
Figure 14.
Energy consumption versus the FN’s computation capacity
Figure 15.
Energy consumption versus the number of RBs
Figure 16.
Average delay Vs the number of tasks
Figure 17.
Average delay Vs the FN’s computation capacity
Figure 18.
Average delay Vs the number of RBs