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A novel adaptive filter structure has been proposed for the control of systems characterized by higher harmonic response. The control approach has been designated the higher-harmonic time-averaged, gradient (H-TAG) descent algorithm. In the H-TAG algorithm, a single frequency reference input is all that is required to implement the controller. The remaining harmonics are generated internally based upon simple trigonometric relationships.