Table 5 Case study-based evaluation of routing performance (transposed).

From: AI-based routing algorithms improve energy efficiency, latency, and data reliability in wireless sensor networks

Metric

Environmental monitoring

Healthcare monitoring

Industrial automation

Smart agriculture

Urban infrastructure monitoring

Packet delivery ratio

High

High

High

High

High

End-to-end delay (ms)

Low

Low

Low

Low

Low

Energy consumption (J)

Moderate

Low

Moderate

Moderate

Moderate

Network lifetime (days)

Long

Long

Long

Long

Long

Scalability index

High

Moderate

High

High

High

Computational efficiency

Moderate

High

High

Moderate

High

Energy efficiency

High

High

High

High

High

Robustness index

High

High

High

High

High

Adaptability rate

High

High

High

High

High