  Unlike the classical smoothing theory, it is well known that quantum
smoothers are, in general, not well--defined by the quantum conditional
expectation. The purpose of this paper is to propose a new quantum smoothing
theory based on the least mean squared errors. The least mean square estimate
of quantum physical quantity composes from symmetric part and skew part, and we
developed the recursive equations, respectively.
