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The recursive least squares (RLS) adaptive filtering problem is expressed in terms of auxiliary normal equations with respect to increments of the filter weights. By applying this approach to the exponentially weighted case, a new structure of the RLS algorithm is derived. For solving the auxiliary equations, dichotomous coordinate descent (DCD) iterations with no explicit division and multiplication...
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