Group Transference Techniques for the Estimation of the Decoherence Times and Capacities of Quantum Markov Semigroups

Capacities of quantum channels and decoherence times both quantify the extent to which quantum information can withstand degradation by interactions with its environment. However, calculating capacities directly is known to be intractable in general. Much recent work has focused on upper bounding certain capacities in terms of more tractable quantities such as specific norms from operator theory. In the meantime, there has also been substantial recent progress on estimating decoherence times with techniques from analysis and geometry, even though many hard questions remain open. In this article, we introduce a class of continuous-time quantum channels that we called transferred channels, which are built through representation theory from a classical Markov kernel defined on a compact group. In particular, we study two subclasses of such kernels: Hörmander systems on compact Lie-groups and Markov chains on finite groups. Examples of transferred channels include the depolarizing channel, the dephasing channel, and collective decoherence channels acting on $d$ qubits. Some of the estimates presented are new, such as those for channels that randomly swap subsystems. We then extend tools developed in earlier work by Gao, Junge and LaRacuente to transfer estimates of the classical Markov kernel to the transferred channels and study in this way different non-commutative functional inequalities. The main contribution of this article is the application of this transference principle to the estimation of decoherence time, of private and quantum capacities, of entanglement-assisted classical capacities as well as estimation of entanglement breaking times, defined as the first time for which the channel becomes entanglement breaking. Moreover, our estimates hold for non-ergodic channels such as the collective decoherence channels, an important scenario that has been overlooked so far because of a lack of techniques.

[1]  Ivan Bardet,et al.  Estimating the decoherence time using non-commutative Functional Inequalities , 2017, 1710.01039.

[2]  M. Ledoux,et al.  Analysis and Geometry of Markov Diffusion Operators , 2013 .

[3]  Hans Maassen,et al.  The essentially commutative dilations of dynamical semigroups onMn , 1987 .

[4]  Herbert Spohn,et al.  An algebraic condition for the approach to equilibrium of an open N-level system , 1977 .

[5]  G. Pisier Non-commutative vector valued Lp-spaces and completely p-summing maps , 1993, math/9306206.

[6]  M. Ledoux On Talagrand's deviation inequalities for product measures , 1997 .

[7]  O. Rothaus,et al.  Hypercontractivity and the Bakry-Emery criterion for compact Lie groups , 1986 .

[8]  Michael M. Wolf,et al.  Entropy Production of Doubly Stochastic Quantum Channels , 2015 .

[9]  R. Spekkens,et al.  Measuring the quality of a quantum reference frame: The relative entropy of frameness , 2009, 0901.0943.

[10]  Omar Fawzi,et al.  A chain rule for the quantum relative entropy , 2020, Physical review letters.

[11]  Christoph Hirche,et al.  Amortized channel divergence for asymptotic quantum channel discrimination , 2018, Letters in Mathematical Physics.

[12]  Eric P. Hanson,et al.  Eventually Entanglement Breaking Markovian Dynamics: Structure and Characteristic Times , 2019, Annales Henri Poincaré.

[13]  K. Lendi,et al.  Quantum Dynamical Semigroups and Applications , 1987 .

[14]  Serge Fehr,et al.  On quantum Rényi entropies: A new generalization and some properties , 2013, 1306.3142.

[15]  Mark M. Wilde,et al.  Strong Converse for the Classical Capacity of Entanglement-Breaking and Hadamard Channels via a Sandwiched Rényi Relative Entropy , 2013, Communications in Mathematical Physics.

[16]  P. Diaconis,et al.  Comparison Techniques for Random Walk on Finite Groups , 1993 .

[17]  John Watrous,et al.  The Theory of Quantum Information , 2018 .

[18]  D. Leung,et al.  Continuity of Quantum Channel Capacities , 2008, 0810.4931.

[19]  P. Meyer,et al.  Quantum Probability for Probabilists , 1993 .

[20]  D. Potapov,et al.  Double Operator Integrals and Submajorization , 2010 .

[21]  S. Beigi,et al.  Hypercontractivity and the logarithmic Sobolev inequality for the completely bounded norm , 2015, 1509.02610.

[22]  Mario Berta,et al.  Amortization does not enhance the max-Rains information of a quantum channel , 2017, ArXiv.

[23]  Andreas J. Winter,et al.  The Quantum Capacity With Symmetric Side Channels , 2008, IEEE Transactions on Information Theory.

[24]  Min-Hsiu Hsieh,et al.  Characterizations of matrix and operator-valued Φ-entropies, and operator Efron–Stein inequalities , 2016, Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[25]  F. Brandão,et al.  Reversible Framework for Quantum Resource Theories. , 2015, Physical review letters.

[26]  M. Junge,et al.  Mixed-norm Inequalities and Operator Space Lp Embedding Theory , 2010 .

[27]  Raffaella Carbone,et al.  Logarithmic Sobolev inequalities in non-commutative algebras , 2015 .

[28]  A. Kossakowski,et al.  On quantum statistical mechanics of non-Hamiltonian systems , 1972 .

[29]  D. Bakry L'hypercontractivité et son utilisation en théorie des semigroupes , 1994 .

[30]  K. Temme,et al.  Non-commutative Nash inequalities , 2015, 1508.02522.

[31]  Daniel Stilck França,et al.  Sandwiched Rényi Convergence for Quantum Evolutions , 2016, 1607.00041.

[32]  Jianfeng Lu,et al.  Gradient flow structure and exponential decay of the sandwiched Rényi divergence for primitive Lindblad equations with GNS-detailed balance , 2018, Journal of Mathematical Physics.

[33]  David Pérez-García,et al.  Quantum conditional relative entropy and quasi-factorization of the relative entropy , 2018, Journal of Physics A: Mathematical and Theoretical.

[34]  Ivan Bardet,et al.  Hypercontractivity and Logarithmic Sobolev Inequality for Non-primitive Quantum Markov Semigroups and Estimation of Decoherence Rates , 2018, Annales Henri Poincaré.

[35]  Robin L. Hudson,et al.  Quantum Ito's formula and stochastic evolutions , 1984 .

[36]  M. Christandl,et al.  Relative Entropy Bounds on Quantum, Private and Repeater Capacities , 2016, Communications in Mathematical Physics.

[37]  L. Saloff-Coste,et al.  Precise estimates on the rate at which certain diffusions tend to equilibrium , 1994 .

[38]  M. Plenio,et al.  Colloquium: quantum coherence as a resource , 2016, 1609.02439.

[39]  L. Gurvits,et al.  Largest separable balls around the maximally mixed bipartite quantum state , 2002, quant-ph/0204159.

[40]  Sergey G. Bobkov,et al.  Modified log-sobolev inequalities, mixing and hypercontractivity , 2003, STOC '03.

[41]  The spectrum of an operator on an interpolation space , 1969 .

[42]  N. Varopoulos Sobolev inequalities on Lie groups and symmetric spaces , 1989 .

[43]  A. Frigerio,et al.  Stationary states of quantum dynamical semigroups , 1978 .

[44]  E. Stein,et al.  Hypoelliptic differential operators and nilpotent groups , 1976 .

[45]  M. Junge,et al.  Capacity Estimates via Comparison with TRO Channels , 2016, Communications in Mathematical Physics.

[46]  Mark M. Wilde,et al.  Multiplicativity of Completely Bounded p-Norms Implies a Strong Converse for Entanglement-Assisted Capacity , 2013, ArXiv.

[47]  K. Temme,et al.  Quantum logarithmic Sobolev inequalities and rapid mixing , 2012, 1207.3261.

[48]  M. Ruskai,et al.  Entanglement Breaking Channels , 2003, quant-ph/0302031.

[49]  J Eisert,et al.  Dissipative quantum Church-Turing theorem. , 2011, Physical review letters.

[50]  T. Rudolph,et al.  The Wigner–Araki–Yanase theorem and the quantum resource theory of asymmetry , 2012, 1209.0921.

[51]  Robert B. Griffiths,et al.  Quantum Error Correction , 2011 .

[52]  B. Zegarliński,et al.  Coercive inequalities for Hörmander type generators in infinite dimensions , 2007 .

[53]  M. Junge,et al.  Strong Subadditivity Inequality and Entropic Uncertainty Relations , 2017, 1710.10038.

[54]  Daniel Stilck França,et al.  Relative Entropy Convergence for Depolarizing Channels , 2015, 1508.07021.

[55]  F. Pastawski,et al.  Hypercontractivity of quasi-free quantum semigroups , 2014, 1403.5224.

[56]  P. Diaconis,et al.  LOGARITHMIC SOBOLEV INEQUALITIES FOR FINITE MARKOV CHAINS , 1996 .

[57]  L. Banchi,et al.  Fundamental limits of repeaterless quantum communications , 2015, Nature Communications.

[58]  Gilles Pisier,et al.  Introduction to Operator Space Theory , 2003 .

[59]  Li Gao,et al.  Fisher Information and Logarithmic Sobolev Inequality for Matrix-Valued Functions , 2018, Annales Henri Poincaré.

[60]  V. Paulsen Completely Bounded Maps and Operator Algebras: Contents , 2003 .

[61]  Salman Beigi,et al.  Quantum Reverse Hypercontractivity: Its Tensorization and Application to Strong Converses , 2018, ArXiv.

[62]  P. Diaconis Group representations in probability and statistics , 1988 .

[63]  P. Diaconis,et al.  Nash inequalities for finite Markov chains , 1996 .

[64]  Fréchet differentiability of the norm of Lp-spaces associated with arbitrary von Neumann algebras , 2014 .

[65]  Mario Berta,et al.  Converse Bounds for Private Communication Over Quantum Channels , 2016, IEEE Transactions on Information Theory.

[66]  Tzong-Yow Lee,et al.  Logarithmic Sobolev inequality for some models of random walks , 1998 .

[67]  Michael D. Westmoreland,et al.  Optimal signal ensembles , 1999, quant-ph/9912122.

[68]  M. Wolf,et al.  Simplifying additivity problems using direct sum constructions , 2007, 0704.1092.