The disclosure relates to a 5G or 6G communication
system for supporting a higher
data transmission rate. In accordance with an aspect of the disclosure, a method for minimizing
noise and interference in a communication network is provided. The method comprising: estimating channel based on reference signals transmitted by
user equipment (UEs) and plurality of received signals, determining
noise and interference sample based on estimated channel, generating
noise and interference co-variance matrix based on noise and interference sample, generating an extended channel matrix including estimated channel and at least part of noise and interference
covariance matrix based on the number of UEs, generating
resultant signal based on extended channel matrix and plurality of received signals, and performing, based on
resultant signal,
equalization by applying
equalization matrix across extended channel matrix. The present disclosure eliminates intra-
cell and inter-
cell interferences, reduces matrix elements,
fronthaul load, computational complexity.