we present an adaptive weighted combination filter based on theopening and closing operators in mathematical morphology as well as the adaptive processingmethod.The filter is capable of effectively suppressing various additive white noise
and positive ornegative impulsive noise. Moreover
it does not blur the sharp step changes in the signals.