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

EURASIP Journal on Wireless Communications and Networking

Table 11 System capacity versus transmit power (W) with Ymn (distance between D2D pairs and eNodeB in meters (m))

Models		Transmit power (W)	0.5	0.6	0.7	0.8	0.9
HPSCAV-MLSTM	Ymn = 100	System capacity (bps)	70	72	73	77	79
APERAA			66	68	69	70	72
HPSCAV-MLSTM	Ymn = 200		92	95	96	96	99
APERAA			86	87	89	90	92
HPSCAV-MLSTM	Ymn = 300		144	147	154	155	172
APERAA			101	102	104	105	106