Signals transmitting symbols through a multi-paths channel are received by a diversity receiver using at least two branches. The signals are combined after their processing in individual branches, minimizing combining loss of EGC receivers, minimizing BER and optimizing the performance. Processing in individual branches includes estimation of the phase changes induced by the channel at each received signal, with reference to the transmitted signal, and weighting of each signal by a co-phasing coefficient based on said estimation, so that all received signals are co-phased. An optimization step includes estimation of mean value and variance of signal to noise ratio (SNR) in each branch, using sampling techniques, and weighting the received signals by an optimization coefficient calculated from the mean value and variance. The process avoids expensive hardware for continuous estimation of instantaneous channel gains at each branch.