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Table 3 Overall uplink channel capacity versus transmit power

From: A modified LSTM with QoS aware hybrid AVO algorithm to enhance resource allocation in D2D communication

Transmit power (W)

0.4

0.5

0.6

0.7

0.8

0.9

1

Channel capacity (bps)

HPSCAV-MLSTM

10.63

10.65

10.69

11.68

12.28

12.22

13.9

CPSO

9.5

9.5

9.7

9.9

10.6

10.9

11.2

AVO

9.3

9.7

9.75

10.02

10.5

10.5

11

APERAA

8.8

8.8

8.8

8.85

9.15

9.3

9.62