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Quantum channel
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=== Instrument === The observable map, in the Schrödinger picture, has a purely classical output algebra and therefore only describes measurement statistics. To take the state change into account as well, we define what is called a [[quantum instrument]]. Let <math>\{ F_1, \dots, F_n \}</math> be the effects (POVM) associated to an observable. In the Schrödinger picture, an instrument is a map <math>\Phi</math> with pure quantum input <math>\rho \in L(H)</math> and with output space <math>C(X) \otimes L(H)</math>: :<math> \Phi (\rho) = \begin{bmatrix} \rho(F_1) \cdot F_1 \\ \vdots \\ \rho(F_n) \cdot F_n \end{bmatrix}. </math> Let :<math> f = \begin{bmatrix} f_1 \\ \vdots \\ f_n \end{bmatrix} \in C(X). </math> The dual map in the Heisenberg picture is :<math> \Psi (f \otimes A) = \begin{bmatrix} f_1 \Psi_1(A) \\ \vdots \\ f_n \Psi_n(A)\end{bmatrix} </math> where <math>\Psi_i</math> is defined in the following way: Factor <math>F_i = M_i ^2</math> (this can always be done since elements of a POVM are positive) then <math>\; \Psi_i (A) = M_i A M_i</math>. We see that <math>\Psi</math> is CP and unital. Notice that <math>\Psi (f \otimes I)</math> gives precisely the observable map. The map :<math>{\tilde \Psi}(A)= \sum_i \Psi_i (A) = \sum _i M_i A M_i</math> describes the overall state change.
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