Stein's Lemma for Classical-Quantum Channels

Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

Authors

  • Mario Berta
  • Christoph Hirche
  • Eneet Kaur
  • Mark M. Wilde

External Research Organisations

  • Imperial College London
  • Autonomous University of Barcelona (UAB)
  • Louisiana State University
View graph of relations

Details

Original languageEnglish
Title of host publication2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages2564-2568
Number of pages5
ISBN (electronic)9781538692912
Publication statusPublished - Jul 2019
Externally publishedYes
Event2019 IEEE International Symposium on Information Theory, ISIT 2019 - Paris, France
Duration: 7 Jul 201912 Jul 2019

Publication series

NameIEEE International Symposium on Information Theory - Proceedings
Volume2019-July
ISSN (Print)2157-8095

Abstract

It is well known that for the discrimination of classical and quantum channels in the finite, non-asymptotic regime, adaptive strategies can give an advantage over non-adaptive strategies. However, Hayashi [IEEE Trans. Inf. Theory 55(8), 3807 (2009)] showed that in the asymptotic regime, the exponential error rate for the discrimination of classical channels is not improved in the adaptive setting. We show that, for the discrimination of classical-quantum channels, adaptive strategies do not lead to an asymptotic advantage. As our main result, this establishes Stein's lemma for classical-quantum channels. Our proofs are based on the concept of amortized distinguishability of channels, which we analyse using entropy inequalities.

ASJC Scopus subject areas

Cite this

Stein's Lemma for Classical-Quantum Channels. / Berta, Mario; Hirche, Christoph; Kaur, Eneet et al.
2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2019. p. 2564-2568 8849562 (IEEE International Symposium on Information Theory - Proceedings; Vol. 2019-July).

Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

Berta, M, Hirche, C, Kaur, E & Wilde, MM 2019, Stein's Lemma for Classical-Quantum Channels. in 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings., 8849562, IEEE International Symposium on Information Theory - Proceedings, vol. 2019-July, Institute of Electrical and Electronics Engineers Inc., pp. 2564-2568, 2019 IEEE International Symposium on Information Theory, ISIT 2019, Paris, France, 7 Jul 2019. https://doi.org/10.1109/ISIT.2019.8849562
Berta, M., Hirche, C., Kaur, E., & Wilde, M. M. (2019). Stein's Lemma for Classical-Quantum Channels. In 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings (pp. 2564-2568). Article 8849562 (IEEE International Symposium on Information Theory - Proceedings; Vol. 2019-July). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISIT.2019.8849562
Berta M, Hirche C, Kaur E, Wilde MM. Stein's Lemma for Classical-Quantum Channels. In 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2019. p. 2564-2568. 8849562. (IEEE International Symposium on Information Theory - Proceedings). doi: 10.1109/ISIT.2019.8849562
Berta, Mario ; Hirche, Christoph ; Kaur, Eneet et al. / Stein's Lemma for Classical-Quantum Channels. 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2019. pp. 2564-2568 (IEEE International Symposium on Information Theory - Proceedings).
Download
@inproceedings{d08fc8db3cad469689420b18cbdde9bd,
title = "Stein's Lemma for Classical-Quantum Channels",
abstract = "It is well known that for the discrimination of classical and quantum channels in the finite, non-asymptotic regime, adaptive strategies can give an advantage over non-adaptive strategies. However, Hayashi [IEEE Trans. Inf. Theory 55(8), 3807 (2009)] showed that in the asymptotic regime, the exponential error rate for the discrimination of classical channels is not improved in the adaptive setting. We show that, for the discrimination of classical-quantum channels, adaptive strategies do not lead to an asymptotic advantage. As our main result, this establishes Stein's lemma for classical-quantum channels. Our proofs are based on the concept of amortized distinguishability of channels, which we analyse using entropy inequalities.",
author = "Mario Berta and Christoph Hirche and Eneet Kaur and Wilde, {Mark M.}",
year = "2019",
month = jul,
doi = "10.1109/ISIT.2019.8849562",
language = "English",
series = "IEEE International Symposium on Information Theory - Proceedings",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "2564--2568",
booktitle = "2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings",
address = "United States",
note = "2019 IEEE International Symposium on Information Theory, ISIT 2019 ; Conference date: 07-07-2019 Through 12-07-2019",

}

Download

TY - GEN

T1 - Stein's Lemma for Classical-Quantum Channels

AU - Berta, Mario

AU - Hirche, Christoph

AU - Kaur, Eneet

AU - Wilde, Mark M.

PY - 2019/7

Y1 - 2019/7

N2 - It is well known that for the discrimination of classical and quantum channels in the finite, non-asymptotic regime, adaptive strategies can give an advantage over non-adaptive strategies. However, Hayashi [IEEE Trans. Inf. Theory 55(8), 3807 (2009)] showed that in the asymptotic regime, the exponential error rate for the discrimination of classical channels is not improved in the adaptive setting. We show that, for the discrimination of classical-quantum channels, adaptive strategies do not lead to an asymptotic advantage. As our main result, this establishes Stein's lemma for classical-quantum channels. Our proofs are based on the concept of amortized distinguishability of channels, which we analyse using entropy inequalities.

AB - It is well known that for the discrimination of classical and quantum channels in the finite, non-asymptotic regime, adaptive strategies can give an advantage over non-adaptive strategies. However, Hayashi [IEEE Trans. Inf. Theory 55(8), 3807 (2009)] showed that in the asymptotic regime, the exponential error rate for the discrimination of classical channels is not improved in the adaptive setting. We show that, for the discrimination of classical-quantum channels, adaptive strategies do not lead to an asymptotic advantage. As our main result, this establishes Stein's lemma for classical-quantum channels. Our proofs are based on the concept of amortized distinguishability of channels, which we analyse using entropy inequalities.

UR - http://www.scopus.com/inward/record.url?scp=85073149849&partnerID=8YFLogxK

U2 - 10.1109/ISIT.2019.8849562

DO - 10.1109/ISIT.2019.8849562

M3 - Conference contribution

AN - SCOPUS:85073149849

T3 - IEEE International Symposium on Information Theory - Proceedings

SP - 2564

EP - 2568

BT - 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2019 IEEE International Symposium on Information Theory, ISIT 2019

Y2 - 7 July 2019 through 12 July 2019

ER -