Energy-constrained quantum capacity of a thermal attenuator

Unsolved ID op_b65cf15705065d81 Last edited 4 September 2026
Edit

Problem

For \(0<\eta<1\) and \(0<\nu<\infty\), let the single-mode bosonic thermal attenuator be

\begin{equation} \Phi_{\eta,\nu}(\rho_A) :=\operatorname{Tr}_{E'}\!\left[ U_\eta(\rho_A\otimes\tau_{\nu,E})U_\eta^\dagger \right], \qquad \tau_{\nu,E}:=\sum_{k=0}^{\infty} \frac{\nu^k}{(\nu+1)^{k+1}} |k\rangle_E\!\langle k|_E, \tag{1} \end{equation}

where \(U_\eta:AE\to BE'\) is a beam-splitter unitary and \(\tau_{\nu,E}\) acts on the environment mode \(E\). For an environment mode of angular frequency \(\omega_E\) at temperature \(T\), \(\nu=(e^{\hbar\omega_E/(k_{\rm B}T)}-1)^{-1}\). Thus \(0<T<\infty\) is equivalent to \(0<\nu<\infty\) for fixed \(\omega_E>0\); \(\nu=0\) corresponds to \(T=0\), while \(\nu\to\infty\) as \(T\to\infty\). For a finite mean input photon number \(0<N_{\rm S}<\infty\), define the energy-constrained unassisted quantum capacity by

\begin{equation} \mathcal Q(\Phi_{\eta,\nu},N_{\rm S}) :=\lim_{n\to\infty}\frac1n \sup_{\substack{\rho_{A^n}:\\ \operatorname{Tr}[\rho_{A^n}\sum_{j=1}^n\hat n_j] \leq nN_{\rm S}}} I_{\rm c}(\rho_{A^n},\Phi_{\eta,\nu}^{\otimes n}), \tag{2} \end{equation}

where \(\hat n_j\) is the photon-number operator of the \(j\)th mode and \(I_{\rm c}(\rho,\mathcal N) :=S(\mathcal N(\rho))-S(\mathcal N^{\rm c}(\rho))\). Determine Eq. (2) for the thermal channel in Eq. (1).

Source

The problem is implicit in the nonmatching energy-constrained bounds of Sharma et al. and the strict multimode achievable-rate improvements of Noh, Pirandola, and Jiang [SWA+18], [NPJ20].

Progress

  • For the zero-temperature pure-loss channel, the constrained capacity is known exactly:

    \begin{equation} \mathcal Q(\Phi_{\eta,0},N_{\rm S}) =\left[g(\eta N_{\rm S})-g((1-\eta)N_{\rm S})\right]_+, \qquad g(x):=(x+1)\log_2(x+1)-x\log_2x. \tag{3} \end{equation}

    Equation (3) does not extend directly to a thermal environment [WQ18].

  • For \(\nu>0\), a thermal input of mean photon number \(N_{\rm S}\) gives

    \begin{equation} \mathcal Q(\Phi_{\eta,\nu},N_{\rm S}) \geq[L(\eta,\nu,N_{\rm S})]_+, \tag{4} \end{equation}

    where the rate in Eq. (4) is

    \begin{equation} \begin{aligned} L(\eta,\nu,N_{\rm S}) &:={} g(\eta N_{\rm S}+(1-\eta)\nu)\\ &\quad-g\!\left( \frac{\Delta+(1-\eta)N_{\rm S}-(1-\eta)\nu-1}{2} \right)\\ &\quad-g\!\left( \frac{\Delta-(1-\eta)N_{\rm S}+(1-\eta)\nu-1}{2} \right),\\ \Delta &:=\sqrt{[(1+\eta)N_{\rm S}+(1-\eta)\nu+1]^2 -4\eta N_{\rm S}(N_{\rm S}+1)}. \end{aligned} \tag{5} \end{equation}

    The expression in Eq. (5) is a one-use achievable rate, not an exact capacity formula [HW01], [SWA+18].

  • Multimode Gaussian constructions improve the raw thermal-input rate through the convexified bound

    \begin{equation} \mathcal Q(\Phi_{\eta,\nu},N_{\rm S}) \geq\sup_{0<x\leq1} xI_{\rm c}(\tau_{N_{\rm S}/x},\Phi_{\eta,\nu}) \geq[L(\eta,\nu,N_{\rm S})]_+. \tag{6} \end{equation}

    For \(\nu=N_{\rm S}=1\), this construction numerically improves the single-mode thermal rate in a nontrivial loss regime [NPJ20].

  • A data-processing decomposition gives, for \(1/2\leq\eta<1\),

    \begin{equation} \mathcal Q(\Phi_{\eta,\nu},N_{\rm S}) \leq[U(\eta,\nu,N_{\rm S})]_+, \qquad U:=g(\eta'N_{\rm S})-g((1-\eta')N_{\rm S}), \quad \eta':=\frac{\eta}{1+(1-\eta)\nu}. \tag{7} \end{equation}

    The upper bound in Eq. (7) generally does not meet Eq. (6) [SWA+18].

  • The unconstrained optimization over all single-mode Gaussian inputs is known, but its proof fixes output entropy rather than input energy and explicitly does not establish thermal-state optimality at fixed \(N_{\rm S}\) [MCF+26].

Comment

For finite \(\nu>0\) and finite \(N_{\rm S}\), neither the optimal one-use input nor the necessity of regularization is known. This constrained problem is distinct from the unconstrained capacity in Problem 49.

References

[WQ18]
M. M. Wilde and H. Qi, “Energy-Constrained Private and Quantum Capacities of Quantum Channels,” IEEE Transactions on Information Theory 64, 7802–7827 (2018).DOIarXiv
[HW01]
A. S. Holevo and R. F. Werner, “Evaluating Capacities of Bosonic Gaussian Channels,” Physical Review A 63, 032312 (2001).DOIarXiv
[SWA+18]
K. Sharma, M. M. Wilde, S. Adhikari, and M. Takeoka, “Bounding the Energy-Constrained Quantum and Private Capacities of Phase-Insensitive Bosonic Gaussian Channels,” New Journal of Physics 20, 063025 (2018).DOIarXiv
[NPJ20]
K. Noh, S. Pirandola, and L. Jiang, “Enhanced Energy-Constrained Quantum Communication over Bosonic Gaussian Channels,” Nature Communications 11, 457 (2020).DOIarXiv
[MCF+26]
F. A. Mele, G. Catalano, M. Fanizza, V. Giovannetti, and L. Lami, “Bosonic Quantum Communication Beyond the Thermal Threshold,” arXiv preprint (2026).arXiv

Page edit log

  • Record created
  • Last edited
  • Revisions5

View the full history on GitHub

Your contribution is welcome!

Found progress, a correction, or a resolution? Edit this record on GitHub and open a pull request, or report an update with the primary sources. The proposal page explains the available submission route; see the contribution guide for details.

Cite this page

“Energy-constrained quantum capacity of a thermal attenuator,” Quantum Information and Quantum Computation Open Problem Zoo (QIQCOP Zoo), ID op_b65cf15705065d81, accessed 2026-09-08.

Use the Cite button above for BibTeX and the permanent link.

Cite this problem

Please also cite the primary sources listed under References. Cite this page for the statement, status, and stable identifier.

BibTeX

@incollection{qiqcop_op_b65cf15705065d81,
  title = {Energy-constrained quantum capacity of a thermal attenuator},
  booktitle = {Quantum Information and Quantum Computation Open Problem Zoo (QIQCOP Zoo)},
  year = {2026},
  howpublished = {\url{https://qiqc-op.com/problem/op_b65cf15705065d81/}},
  note = {Stable ID op_b65cf15705065d81; status: Unsolved; accessed 2026-09-08}
}

Plain text

“Energy-constrained quantum capacity of a thermal attenuator,” Quantum Information and Quantum Computation Open Problem Zoo (QIQCOP Zoo), https://qiqc-op.com/problem/op_b65cf15705065d81/, ID op_b65cf15705065d81, accessed 2026-09-08.

Share this problem

Permanent link

Identifiers

op_b65cf15705065d81
01M1HME78030A51WENEAWKSA90