Table 4 Comparative analysis with existing methods.
From: Congestion avoidance in 6G networks with V Gradient Geocast Routing Protocol
Metric | VGGRP | SLORP | EEPACORP | EECSRP | CNN-EPO |
|---|---|---|---|---|---|
Throughput (40 Nodes) | 204.86 Mbps | 218.96 Mbps | 211.18 Mbps | 190 Mbps | 180 Mbps |
Throughput (200 Nodes) | 188.43 Mbps | 200.73 Mbps | 196.42 Mbps | 170 Mbps | 160 Mbps |
Energy Consumption (40 Packets) | 20.42 units | 21.63 units | 28.35 units | 30 units | 32 units |
Energy Consumption (80 Packets) | 27.36 units | 28.05 units | 38.336 units | 40 units | 42 units |
Energy Consumption (200 Packets) | 45.1 units | 48.47 units | 64.03 units | 70 units | 75 units |
Packet Delivery Ratio (40 Nodes) | 93.80% | 85.50% | 89.36% | 80% | 75% |
Packet Delivery Ratio (200 Nodes) | 83.39% | 72.10% | 78.08% | 70% | 65% |
Packet Drop Ratio (40 Packets) | 5.516% | 6.2% | 10.644% | 12% | 14% |
Packet Drop Ratio (200 Packets) | 14.084% | 16.61% | 21.091% | 25% | 28% |
End-to-End Delay (40 Nodes) | 5728 ms | 5989 ms | 6278 ms | 6500 ms | 6700 ms |
End-to-End Delay (200 Nodes) | 6111 ms | 6694 ms | 6851 ms | 7000 ms | 7200 ms |
Network Lifetime (20 Packets) | 98% | 96% | 95% | 94% | 92% |
Network Lifetime (40 Packets) | 86% | 80% | 82% | 78% | 75% |
Network Lifetime (60 Packets) | 75% | 70% | 72% | 68% | 65% |
Congestion Control Accuracy | 98.85% | 93.30% | 95.17% | 90% | 85% |
Travel Time (Heavy Rain) | 50 minutes (30 km trip) | 55 minutes (30 km trip) | 60 minutes (30 km trip) | 65 minutes (30 km trip) | 70 minutes (30 km trip) |
Travel Time (Clear Weather) | 18 minutes (30 km trip) | 20 minutes (30 km trip) | 22 minutes (30 km trip) | 25 minutes (30 km trip) | 30 minutes (30 km trip) |
Travel Speed (Heavy Rain) | 36 km/h | 34 km/h | 32 km/h | 30 km/h | 28 km/h |
Travel Speed (Clear Weather) | 100 km/h | 95 km/h | 90 km/h | 85 km/h | 80 km/h |
Accuracy in Traffic Data Prediction | 98.85% | 93.30% | 95.17% | 92% | 90% |
