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This correspondence deals with the stability issue in adaptive IIR filters from a structural view. A new condition, under which the bounded-input bounded-output (BIBO) stability of the filters can be ensured, is derived. Based on this result, a normal state-space realization for second-order IIR filters is proposed. It is shown that the adaptive IIR filter realized with such a structure is BIBO stable...
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