EURASIP Journal on Wireless Communications and Networking

Table 10 SINR versus D2D pairs with Ymn (distance between D2D pair and eNodeB in meters (m))

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

Models		No. D2D pair	1	2	3	4	5	6	7
HPSCAV-MLSTM	Ymn = 100	SINR	36,478	13,647	11,647	9631	7564	6742	4267
APERAA			10,250	9750	8456	7523	3581	1250	1250
HPSCAV-MLSTM	Ymn = 200		223,645	102,364	92,364	55,647	13,648	8236	6314
APERAA			196,547	99,364	87,456	50,476	10,023	5798	4597
HPSCAV-MLSTM	Ymn = 300		823,456	501,524	315,978	226,369	198,714	159,874	136,954
APERAA			801,250	401,250	291,475	201,250	151,250	121,520	101,250

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