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Texts and readings in mathematics

Quantum Error Correction

Kalyanapuram Rangachari Parthasarathy

Published Jan 1, 2013• 22 citations
Publisher

Abstract

We look at the problem of communication of states of a finite level quantum system through a channel disturbed by noise. Such a quantum system is described by a finite dimensional complex Hilbert space ℋ $$ \mathcal{H} $$ and its states are density operators, in other words, positive hermitian operators of unit trace. We assume that any such state ρ, when transmitted through the channel K $$ \mathcal{K} $$ under consideration is received as an output state ρ′ of the form (5.1.1) ρ'= ∑ j N j ρ N j † T r ρ ∑ j N j † N j , N j ∈N $$\rho ' = \frac{{\sum\nolimits_j {{N_j}_\rho N_j^\dag } }}{{T{r_\rho }\sum\nolimits_j {N_j^\dag {N_j}} }},{N_j} \in \mathcal{N}$$ where N1, N $$ \mathcal{N} $$ 2,… is an arbitrary finite subset of operators in a subspace N $$ \mathcal{N} $$ of ℬ $$ \mathcal{B} $$ ( ℋ $$ \mathcal{H} $$ ), the algebra of all operators in ℋ $$ \mathcal{H} $$ . We shall assume that the noise is moderate in the sense that the dimension of N $$ \mathcal{N} $$ is ‘small’ relative to the dimension of ℬ $$ \mathcal{B} $$ ( ℋ $$ \mathcal{H} $$ ). We call N $$ \mathcal{N} $$ the noise space of the channel K $$ \mathcal{K} $$ and any element of K $$ \mathcal{K} $$ a noise or error operator. If |ψ〉 ∈ ℋ $$ \mathcal{H} $$ is a unit vector and ρ = |ψ〉 〈ψ|, the corresponding pure state density operator then the output state ρ′ of (5.1.1) assumes the form (5.1.2) ρ'= ∑ j N j 〈ψ|〈ψ| N j † ∑ j ‖ N j ψ ‖ 2 . $$\rho ' = \frac{{\sum\nolimits_j {{N_j}\langle \psi |\langle \psi |N_j^\dag } }}{{\sum\nolimits_j {{N_j}\psi {^2}} }}.$$ It is to be noted that this output state need not be pure. If the same input state ρ is transmitted repeatedly the noise operators {N j } in (5.1.1) can differ for different transmissions and the output states can be different. However, the noise operators come from the same noise space N $$ \mathcal{N} $$ .

DOI
10.1007/978-93-86279-59-0_5

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We look at the problem of communication of states of a finite level quantum system through a channel disturbed by noise. Such a quantum system is described by a finite dimensional complex Hilbert space ℋ H\mathcal{H}H and its states are density operators, in other words, positive hermitian operators of unit trace. We assume that any such state ρ, when transmitted through the channel K K\mathcal{K}K under consideration is received as an output state ρ′ of the form (5.1.1) ρ'= ∑ j N j ρ N j † T r ρ ∑ j N j † N j , N j ∈N ρ′=∑jNjρNj†Trρ∑jNj†Nj,Nj∈N\rho ' = \frac{{\sum\nolimits_j {{N_j}_\rho N_j^\dag } }}{{T{r_\rho }\sum\nolimits_j {N_j^\dag {N_j}} }},{N_j} \in \mathcal{N}ρ′=Trρ​∑j​Nj†​Nj​∑j​Nj​ρ​Nj†​​,Nj​∈N where N1, N N\mathcal{N}N 2,… is an arbitrary finite subset of operators in a subspace N N\mathcal{N}N of ℬ B\mathcal{B}B ( ℋ H\mathcal{H}H ), the algebra of all operators in ℋ H\mathcal{H}H . We shall assume that the noise is moderate in the sense that the dimension of N N\mathcal{N}N is ‘small’ relative to the dimension of ℬ B\mathcal{B}B ( ℋ H\mathcal{H}H ). We call N N\mathcal{N}N the noise space of the channel K K\mathcal{K}K and any element of K K\mathcal{K}K a noise or error operator. If |ψ〉 ∈ ℋ H\mathcal{H}H is a unit vector and ρ = |ψ〉 〈ψ|, the corresponding pure state density operator then the output state ρ′ of (5.1.1) assumes the form (5.1.2) ρ'= ∑ j N j 〈ψ|〈ψ| N j † ∑ j ‖ N j ψ ‖ 2 . ρ′=∑jNj⟨ψ∣⟨ψ∣Nj†∑jNjψ2.\rho ' = \frac{{\sum\nolimits_j {{N_j}\langle \psi |\langle \psi |N_j^\dag } }}{{\sum\nolimits_j {{N_j}\psi {^2}} }}.ρ′=∑j​Nj​ψ2∑j​Nj​⟨ψ∣⟨ψ∣Nj†​​. It is to be noted that this output state need not be pure. If the same input state ρ is transmitted repeatedly the noise operators {N j } in (5.1.1) can differ for different transmissions and the output states can be different. However, the noise operators come from the same noise space N N\mathcal{N}N .
The concepts of classical information theory can be extended to quantum information theory. Since in general measurement yields a result with probability, we may suggest using these probabilities in classical information theory. However the probabilities do not contain phase information, which cannot be neglected. Thus the definitions are given in terms of the density operator. These probabilities depend on the basis used for measurement. A density operator ρ over a n-dimensional Hilbert space H is a positive operator with unit trace. The trace tr(A) is defined as tr(A):=∑j=1n⟨βj∣A∣βj⟩tr(A): = \sum\limits_{j = 1}^n {\left\langle {{\beta _j}|A|{\beta _j}} \right\rangle } tr(A):=j=1∑n​⟨βj​∣A∣βj​⟩ where β j for j = 1,..., n is any orthonormal basis in HThus tr(P)=1. The eigenvalues of a density operator are greater than zero. By the spectral theorem every density operator can be represented as a mixture of pure states ρ=∑j=1nPj∣⟨aj⟨aj∣\rho = \sum\limits_{j = 1}^n {Pj|} \left\langle {aj} \right.\langle aj|ρ=j=1∑n​Pj∣⟨aj⟨aj∣ where α j for j = 1,..., n are the orthonormal eigenvectors of ρ (which form a basis in H and pj∈R,pj0,∑j=1npj=1pj \in R,{p_j}0,\sum\limits_{j = 1}^n {{p_j}} = 1pj∈R,pj​0,j=1∑n​pj​=1
Bits as well as qubits are affected by noise in transmission, the process of computation or even storage. We will refer to the error-prone area as a channel. The error is introduced by unwanted but unavoidable interaction with the rest of the world and needs to be corrected before the data can be reliable. Classically this is important in communication systems and there is a whole thriving field of study of classical error correction. In quantum systems, states are intrinsically so fragile that unless they are impossibly isolated from the rest of the world, errors or noise would make computation or communication using them infeasible. Fortunately, it was discovered early in the history of this subject that it is possible to encode qubits in special ways so as to make the information resilient to errors. The qubits are decoded at the end of the computation/communication (schematic of Figure 10.1).
The nature of measurements, and their place within quantum theory, has engaged physicists and philosophers for generations [Bra92; Sch03]. Much of that interest centered on variables such as position and momentum of free particles, whose values form a continuum. The present monograph deals with discrete quantum states; the measurements are those required to specify as completely as possible a particular discrete quantum state Ψ or, more generally, a density matrix ρ defined within a finite-dimensional Hilbert space. General remarks General system . At the outset we assume that the possible quantum states are a small number – the N essential states used in formulating the time-dependent Schrödinger equation or specifying the dimensions of the density matrix. To completely characterize a density matrix for such a system we require the N 2 elements. Of these the N diagonal elements are real valued, while the off-diagonal elements of the upper right side are complex conjugates of those on the lower left. Thus with allowance for the requirement of unit trace a total of N 2 – 1 real numbers suffice to completely specify the density matrix. These values must be consistent with the constraints discussed in Sec. 16.6.3. Pure state . If it is known that the system is in a pure state, we require the magnitude and phase of N probability amplitudes. These are constrained by normalization, and so only 2 N –1 real numbers are needed. Out of these 2 N – 1 parameters the overall phase of the statevector is usually not of interest (but see Chap. 20).
The density matrix ρ is defined and its basic properties are derived in detail: ρ is a Hermitian non-negative operator with unit trace, its eigenvalues are non-negative and lie in the closed interval [0, 1]; if ρ is a projector, it projects onto a one-dimensional sub-space, the trace of ρ 2 is ≤ 1, the equality holding only if ρ is a projector. A necessary and sufficient condition for ρ to be a projector is that all vectors in its definition are identical up to a phase. Pure cases are sets that can be described by a state vector, unlike mixtures . The density matrix of a mixture is not a projection operator, and this may be viewed as its distinguishing feature with respect to pure cases. The mean value of an observable can be reexpressed with the help of the density matrix, and a Schrödinger equation for density matrices holds. Last, but not least, pure cases cannot unitarily evolve into mixtures . The applications of the formalism presented in this chapter deal with orientation of spin-½ particles, polarization of pairs of photons, thermal-equilibrium states. In the second part, quantum entanglement is presented, with emphasis on the existence of state vectors for entangled pairs of particles that belong to the tensor product of Hilbert spaces H 1 ⊗ H 2 , but are not of the simple product form ψ 1 ⊗ ψ 2 . The only correct interpretation of such states has a statistical nature, associated to series of repeated measurements performed by two observers on the constituents of the entangled pair. Hidden-variable theories, with the associated Bell inequalities, are introduced, and a way of using entangled quantum states is described which makes it possible to transfer the polarization state of a photon to another photon. This property provides the foundation of the modern investigations of quantum teleportation.