Neural Network–Based Adaptive Resource Allocation for 5G Heterogeneous Ultra-Dense Networks

. 2025 Dec 11;25(24):7521. doi: 10.3390/s25247521

Algorithm 3: Pseudocode for NN-ARA approach.

1:
Input: $U E . speed$ , $R B_{r e q}$ , $U E . service$ , $R B_{a v a i l}$ , $U E . SIN R$
2:
Output: Serving BS

3:
while UE request is received do
4:
Input = [ $U E . speed$ , $R B_{r e q}$ , $U E . service$ , $R B_{a v a i l}$ , $U E . SIN R$ ]
5:
$B S = N N_{m o d e l} (I n p u t)$ ;
6:
Start association (UE, BS);
7:
Update $R B_{a v a i l}$ ;
8:
end while