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

EURASIP Journal on Wireless Communications and Networking

Table 12 System capacity versus transmit power (W) with different Ynn (distance between D2D pairs in meters (m))

Models		Transmit power (W)	0.5	0.6	0.7	0.8	0.9
HPSCAV-MLSTM	Ynn = 10	System capacity (bps)	72	73	77	79	83
APERAA			66	67	68	69	70
HPSCAV-MLSTM	Ynn = 20		73	75	78	81	85
APERAA			70	72	75	77	79
HPSCAV-MLSTM	Ynn = 30		106	107	109	113	114
APERAA			93	95	97	100	102