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Finite-dimensional Schumacher quantum source coding theorem
Statement
Let be a density operator on a nonzero finite-dimensional source space, and use the squared entanglement-fidelity code model of Finite IID quantum source and compression code. Write in nats.
- For every there is a sequence of compression codes with and .
- If a sequence of codes satisfies , then .
Thus the asymptotic reliable compression rate is exactly nats per source letter, or qubits per source letter.
Facts & Assumptions
Given: A nonzero finite-dimensional source space, a density operator , and the compression-code convention of the Statement.
Finite IID quantum source and compression code: an code factors through an -dimensional code space, and its squared entanglement fidelity is the overlap of a purification with the recovered state.
Typical-projector bounds for finite quantum sources and cq ensembles: the spectral typical projector for has mass tending to one, rank at most , and every included eigenvalue is at most .
Compression dimension bounds entanglement fidelity: any code factoring through dimension has entanglement fidelity at most the sum of the largest eigenvalues of .
Finite-dimensional quantum channel: a quantum channel is completely positive and trace preserving.
Kraus and Choi characterizations of complete positivity and Trace preservation is Kraus normalization: finite channels have finite Kraus families, and a trace-preserving family satisfies .
Complex spectral theorem: a normal endomorphism of a finite-dimensional complex inner product space has an orthonormal eigenbasis, and conversely: finite-dimensional states have finite spectral decompositions in orthonormal eigenbases.
Proof
Fix , choose an ordered eigenbasis of once, and take the spectral typical projector from [F2]. Order its finitely many product eigenvectors lexicographically; the resulting map to the first standard code basis vectors defines a partial isometry with , where . Let the code space have dimension and let be its extra flag, orthogonal to . Define The encoder Kraus family consists of and over an orthonormal basis of ; its Kraus squares sum to . The decoder Kraus family consists of and from a spectral decomposition ; its Kraus squares sum to . Thus both maps are channels by [F4]–[F6]. If is the finite composite Kraus family, substituting its action into [F1] gives . The branch contributes , and every other branch contributes a nonnegative squared modulus. Therefore . The basis order makes the sequence of codes explicit and uses no choice axiom.
Suppose . Choose and so that for . Let be the typical projector from [F2], and let . Each eigenvalue in its range is at most . Therefore the sum of any eigenvalues of is at most : the part outside the typical range contributes at most its total mass, and each selected eigenvalue inside contributes at most the displayed maximum.
Since and , . Hence . Given , choose to obtain the direct assertion.
Apply [F3] to each -block code with intermediate dimension . Step 1.2 shows that its fidelity is at most a quantity tending to zero, hence . The argument includes zero eigenvalues and requires no full-rank source assumption.
Depends on
- Finite IID quantum source and compression code
- Typical-projector bounds for finite quantum sources and cq ensembles
- Compression dimension bounds entanglement fidelity
- Finite-dimensional quantum channel
- Kraus and Choi characterizations of complete positivity
- Trace preservation is Kraus normalization
- Complex spectral theorem: a normal endomorphism of a finite-dimensional complex inner product space has an orthonormal eigenbasis, and conversely
Used by
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Sources
- Mark M. Wilde, From Classical to Quantum Shannon Theory, second-edition prepublication v8, Chapter 18 (standard reference, not scraped)
- John Watrous, The Theory of Quantum Information, Theorem 5.44, §5.3.2 (standard reference, not scraped)