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adaptive filters 6 184.108.40.206 adaptive equalization for data transmission adaptive filters are used widely to provide equalization in data modems that transmit data over speech-band and wider bandwidth channels. an adaptive equalizer is employed to compensate for the distortion caused by the transmission medium. its operation involves a training
adaptive filters introduction the term adaptive filter implies changing the characteristic of a filter in some automated fashion to obtain the best possible signal quality in spite of changing signal/system conditions. adaptive filters are usually associated with the broader topic of statistical signal processing.
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an adaptive filter is a system with a linear filter that has a transfer function controlled by variable parameters and a means to adjust those parameters according to an optimization algorithm. because of the complexity of the optimization algorithms almost all adaptive filters are digital filters.
introduction to adaptive filters scott c. douglas university of utah 18.1 what is an adaptive filter 18.2 the adaptive filtering problem 18.3 filter structures 18.4 the task of an adaptive filter 18.5 applications of adaptive filters systemidentiﬁcation inversemodeling linearprediction feedforward control 18.6 gradient-based adaptive algorithms
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