A multi-mode parameter adaptation module can comprise different modes for generating parameters to minimize an error between an output of an adaptive processor and an ideal output of the adaptive processor. A mode control module can monitor a performance signal p indicative of an operating condition a receiver of which the adaptive processor is a part. Upon detecting a change condition form the performance signal p, the mode control module can change the operating mode of the parameter adaptation module to suit the current operating condition.