Lean, informalized

Nielsen & Chuang · Chapter 12, Quantum information theory · p. 544

Theorem 12.6 - Copies of a state compress reliably at any rate above the von Neumann entropy and at none below it

A quantum source compresses down to its entropy.

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The Exercise

A source emits quantum systems one after another, each prepared in the same state ρ\rho and independently of the others. To store nn of them, one encodes the nn systems into a register of nRnR qubits and later decodes the register, asking that what comes out be ever closer to what went in as nn grows. The rate RR counts qubits per emitted system, and the question is how low it can go. Schumacher’s noiseless channel coding theorem answers with the von Neumann entropy of ρ\rho.

A Quantum System

A quantum system QQ is a physical system whose state space is a finite dimensional complex Hilbert space.✦ A state ρ\rho of QQ is a positive operator of unit trace on the state space of QQ, pure or mixed.✦

The von Neumann entropy of a state ρ\rho of QQ is the Shannon entropy, in nats, of the eigenvalues λi\lambda_i of ρ\rho: S(ρ)=−tr⁡(ρln⁡ρ)=−∑iλiln⁡λi.S(\rho) = -\operatorname{tr}(\rho \ln \rho) = -\sum_i \lambda_i \ln \lambda_i .(1)✦

Reliable Compression

A compression scheme of rate RR for QQ is a sequence of pairs of operations, one for each number nn of copies: an encoding 𝒞n\mathcal{C}^n taking states of nn copies of QQ to states of a space of dimension 2nR2^{nR}, and a decoding 𝒟n\mathcal{D}^n taking those back to states of nn copies of QQ. A state ρ\rho of QQ is reliably compressible at rate RR when some compression scheme of rate RR restores nn copies of ρ\rho, the state ρ⊗n\rho^{\otimes n}, with an entanglement fidelity FF that tends to one: limn→∞F(ρ⊗n,𝒟n∘𝒞n)=1.\lim_{n \to \infty} F\bigl(\rho^{\otimes n}, \mathcal{D}^n \circ \mathcal{C}^n\bigr) = 1 .(2)✦

The Claim

Since the entropy (1) is measured in nats, the threshold of RR bits per copy appears in the theorem as Rln⁡2R \ln 2.

Theorem 1. Let ρ\rho be a state of a quantum system QQ, and let R≥0R \geq 0 be a rate with Rln⁡2≠S(ρ)R \ln 2 \neq S(\rho). Then ρ is reliably compressible at rate R⇔S(ρ)<Rln⁡2.\rho \text{ is reliably compressible at rate } R \iff S(\rho) < R \ln 2 .(3)✦

What Is Checked

The claim is stated over the states of a finite dimensional quantum system, their von Neumann entropy (1), and reliable compressibility at a rate (2). What the library proves about these constructions is the equivalence (3), for a state of any finite dimensional system.