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Table 3 Performance comparison

From: Self-optimization of coverage and capacity based on a fuzzy neural network with cooperative reinforcement learning

Indicator

RL-FNN

Reference

Improvement

   

(%)

JKPI

219.6 kbps

209.2 kbps

5.0

Energy consumption

42.3 dBm (16.8 W)

46 dBm (39.8 W)

57.8

Energy efficiency

13.1 kbps/W

5.26 kbps/W

147.1