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

EURASIP Journal on Wireless Communications and Networking

Table 9 SINR versus D2D pairs with different distance values between the D2D pair in meters (m)

Models	Distance between D2D pairs in m		No. of D2D pair
Models	Distance between D2D pairs in m		1	2	3	4	5	6	7	8
HPSCAV-MLSTM	Ynn = 20	SINR	837	506	432	226	203	154	123	91
APERAA			614	305	204	154	114	104	94	84
HPSCAV-MLSTM	Ynn = 30		163	95	72	45	30	21	14	14
APERAA			114	70	50	30	22	14	7	7
HPSCAV-MLSTM	Ynn = 40		63	45	30	24	19	15	11	11
APERAA			55	23	14	6	4	4	4	4