A new and simple application of the least mean square (LMS) algorithm in timefrequency distributions of signals is presented. The constant and the time-varying behavior of the autoterms and cross-terms are used by the frequency-domain LMS adaptive structure to simulate the smoothed pseudo Wigner -Ville distribution. It is shown that the corresponding smoothing window is an exponential function whose time constant is defined by the s...