The single most important equation in communications signal processing. It specifies the optimum way to combine signals linearly from a number of sources to produce the best estimate of the original signal. It can be written as

where w is the vector of weighting coefficients, P* is the cross-correlation matrix, and R is the autocorrelation matrix between the inputs.