Table 3 Energy optimization performance.

From: Next generation AI powered framework for autonomous energy optimization and real time anomaly detection in IoT driven wireless sensor networks

Metric

Before Optimization

After Optimization

Average Energy Consumed (per node)

2.5 J

2.0 J

Energy Savings

4%

20%

Data Transmission Efficiency

75%

90%

Routing Path Length

15 m

12 m