Detection of a random signal received along several channels with independent noises

There is considered a problem of discovering a random signal entering $m$ inputs at the time under independent noises. The algorithm is found for the optimum handling of $m$ input random functions. Some particular cases are analyzed. The probability of incorrect solutions is shown to speed to zero when the input number increases beyond limit.