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__Figure ??__ An algorithm for smoothing with a fixed time lag of _d_ steps, implemented as an oline algorithm that outputs the new smoothed estimate given the observation for a new time step. Notice that the final output NORMALIZE(__f__×__B1__) is just α__f__×__b__, by Equation (__??__).
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