Research AreasPublications

Quantum Information Theory

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(Submitted) Hosen Nator, Prof. Uzi Pereg, Quantum Coordination Rates in Multi-User Networks, Submitted for publication in the IEEE Transactions on Information Theory, 2024.
abstract

Quantum Coordination Rates in Multi-User Networks

Abstract

The optimal coordination rates are determined in three primary settings of multi-user quantum networks, thus characterizing the minimal resources for simulating a joint quantum state among multiple parties. We study the following models: (1) a cascade network with limited entanglement, (2) a broadcast network, which consists of a single sender and two receivers, (3) a multiple-access network with two senders and a single receiver. We establish the necessary and sufficient conditions on the asymptotically-achievable communication and entanglement rates in each setting. At last, we show the implications of our results on nonlocal games with quantum strategies.

BibTeX

Quantum Coordination Rates in Multi-User Networks

@article{nator2024entanglement,
 author={Nator, Hosen and Pereg, Uzi},
 journal={Submitted for publication in IEEE Transactions on Information Theory},
 title={Quantum Coordination Rates in Multi-User Networks},
 year={2024},
 volume={},
 number={},
 pages={},
 doi={}}
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arXiv
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(Accepted) Hosen Nator, Prof. Uzi Pereg, Entanglement Coordination Rates in Multi-User Networks, Accepted for publication in the Proceedings of the 2024 IEEE Information Theory Workshop (ITW 2024), August 2024.
abstract

Entanglement Coordination Rates in Multi-User Networks

Abstract

The optimal coordination rates are determined in three primary settings of multi-user quantum networks, thus characterizing the minimal resources for simulating a joint quantum state among multiple parties. We study the following models: (1) a cascade network with limited entanglement, (2) a broadcast network, which consists of a single sender and two receivers, (3) a multiple-access network with two senders and a single receiver. We establish the necessary and sufficient conditions on the asymptotically-achievable communication and entanglement rates in each setting. At last, we show the implications of our results on nonlocal games with quantum strategies.

BibTeX

Entanglement Coordination Rates in Multi-User Networks

@INPROCEEDINGS{nator2024entanglement,
 author={Nator, Hosen and Pereg, Uzi},
 booktitle={Accepted for publication in the Proceedings of the 2024 IEEE Information Theory Workshop (ITW)},
 title={Entanglement Coordination Rates in Multi-User Networks},
 year={2024},
 volume={},
 number={},
 pages={},
 doi={}}
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arXiv
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(Accepted) Hosen Nator, Prof. Uzi Pereg, Coordination Capacity for Classical-Quantum States, Accepted for publication in the Proceedings of the 2024 IEEE Information Theory Workshop (ITW 2024), August 2024.
abstract

Coordination Capacity for Classical-Quantum States

Abstract

Network coordination is considered in three basic settings, characterizing the generation of separable and classical-quantum correlations among multiple parties. First, we consider the simulation of a classical-quantum state between two nodes with rate-limited common randomness (CR) and communication. Furthermore, we study the preparation of a separable state between multiple nodes with rate-limited CR and no communication. At last, we consider a broadcast setting, where a sender and two receivers simulate a classical-quantum-quantum state using rate limited CR and communication. We establish the optimal tradeoff between communication and CR rates in each setting.

BibTeX

Coordination Capacity for Classical-Quantum States

@INPROCEEDINGS{nator2024coordination,
 author={Nator, Hosen and Pereg, Uzi},
 booktitle={Accepted for publication in the Proceedings of the 2024 IEEE Information Theory Workshop (ITW)},
 title={Coordination Capacity for Classical-Quantum States},
 year={2024},
 volume={},
 number={},
 pages={},
 doi={}}
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arXiv
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Liat Nemirovsky-Levy, Prof. Uzi Pereg, Prof. Mordechai Segev, Increasing Quantum Communication Rates Using Photonic Hyperentangled States, Optica Quantum, 2024, Volume 2, Issue 3, pp. 165-172.
abstract

Increasing Quantum Communication Rates Using Photonic Hyperentangled States

Abstract

Quantum communication is based on the generation of quantum states and exploitation of quantum resources for communication protocols. Currently, photons are considered as the optimal carriers of information, because they enable long-distance transition with resilience to decoherence and they are relatively easy to create and detect. Entanglement is a fundamental resource for quantum communication and information processing, and it is of particular importance for quantum repeaters. Hyperentanglement, a state where parties are entangled with two or more degrees of freedom (DoFs) simultaneously, provides an important additional resource because it increases data rates and enhances error resilience. However, in photonics, the channel capacity, i.e., the ultimate throughput, is fundamentally limited when dealing with linear elements. We propose a technique for achieving higher transmission rates for quantum communication by using hyperentangled states, based on multiplexing multiple DoFs on a single photon, transmitting the photon, and eventually demultiplexing the DoFs to different photons at the destination, using Bell state measurements. Following our scheme, one can generate two entangled qubit pairs by sending only a single photon. The proposed transmission scheme lays the groundwork for novel quantum communication protocols with higher transmission rates and refined control over scalable quantum technologies.

BibTeX

Increasing Quantum Communication Rates Using Photonic Hyperentangled States

@article{nemirovsky2024increasing,
title={Increasing Quantum Communication Rates Using Photonic Hyperentangled States},
 author={Nemirovsky-Levy, Liat and Pereg, Uzi and Segev, Mordechai},
journal={Optica Quantum},
volume={2},
number={3},
pages={165-172},
year={2024},
publisher={Optica Publishing Group}
}
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arXiv
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Johannes Rosenberger, Dr. Christian Deppe, Prof. Uzi Pereg, Identification over Quantum Broadcast Channels, Quantum Information Processing, 2023.
abstract

Identification over Quantum Broadcast Channels

Abstract

Identification over quantum broadcast channels is considered. As opposed to the information transmission task, the decoder only identifies whether a message of his choosing was sent or not. This relaxation allows for a double-exponential code size. An achievable identification region is derived for a quantum broadcast channel, and a full characterization for the class of classical-quantum broadcast channels. The identification capacity region of the single-mode pure-loss bosonic broadcast channel is obtained as a consequence. Furthermore, the results are demonstrated for the quantum erasure broadcast channel, where our region is suboptimal, but improves on the best previously known bounds.

BibTeX

Identification over Quantum Broadcast Channels

@article{rosenberger2023identification,
 title={Identification over quantum broadcast channels},
 author={Rosenberger, Johannes and Deppe, Christian and Pereg, Uzi},
 journal={Quantum Information Processing},
 volume={22},
 number={10},
 pages={361},
 year={2023},
 publisher={Springer}
}
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arXiv
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Prof. Uzi Pereg, Dr. Christian Deppe, Prof. Holger Boche, The Multiple-Access Channel with Entangled Transmitters, Proceedings of the 2023 IEEE Global Communications Conference (GLOBECOM 2023), pp. 3180-3185, May 2023.
abstract

The Multiple-Access Channel with Entangled Transmitters

Abstract

Communication over a classical multiple-access channel (MAC) with quantum entanglement resources is considered, whereby two transmitters share entanglement resources a priori. Leditzky et al. (2020) presented an example, defined in terms of a pseudo telepathy game, such that the sum rate with entangled transmitters is strictly higher than the best achievable sum rate without such resources. Here, we establish inner and outer bounds on the capacity region for the general MAC with entangled transmitters, and show that the previous result can be obtained as a special case. It has long been known that the capacity region of the classical MAC under a message-average error criterion can be strictly larger than with a maximal error criterion (Dueck, 1978). We observe that given entanglement resources, the regions coincide.

BibTeX

The Multiple-Access Channel with Entangled Transmitters

@INPROCEEDINGS{10437777,
 author={Pereg, Uzi and Deppe, Christian and Boche, Holger},
 booktitle={GLOBECOM 2023 - 2023 IEEE Global Communications Conference},
 title={The Multiple-Access Channel with Entangled Transmitters},
 year={2023},
 volume={},
 number={},
 pages={3173-3178},
 keywords={Transmitters;Quantum entanglement;Games;Global communication},
 doi={10.1109/GLOBECOM54140.2023.10437777}}
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slides
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(Submitted) Prof. Uzi Pereg, Dr. Christian Deppe, Prof. Holger Boche, The Multiple-Access Channel with Entangled Transmitters, Submitted for publication in IEEE Transactions on Information Theory, 2023.
abstract

The Multiple-Access Channel with Entangled Transmitters

Abstract

Communication over a classical multiple-access channel (MAC) with entanglement resources is considered, whereby two
transmitters share entanglement resources a priori before communication begins. Leditzky et al. (2020) presented an example of a
classical MAC, defined in terms of a pseudo telepathy game, such that the sum rate with entangled transmitters is strictly higher
than the best achievable sum rate without such resources. Here, we establish inner and outer bounds on the capacity region for
the general MAC with entangled transmitters, and show that the previous result can be obtained as a special case. It has long
been known that the capacity region of the classical MAC under a message-average error criterion can be strictly larger than with
a maximal error criterion (Dueck, 1978). We observe that given entanglement resources, the regions coincide. Furthermore, we
address the combined setting of entanglement resources and conferencing, where the transmitters can also communicate with each
other over rate-limited links. Using superdense coding, entanglement can double the conferencing rate.

BibTeX

The Multiple-Access Channel with Entangled Transmitters

@ARTICLE{pereg2023mac,
 author={Pereg, Uzi and Deppe, Christian and Boche, Holger},
 journal={Submitted for publication in IEEE Transactions on Information Theory},
 title={The Multiple-Access Channel with Entangled Transmitters},
 year={2023},
 volume={},
 number={},
 pages={},
 doi={}}
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arXiv
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Shi-Yuan Wang, Tuna Erdoğan, Prof. Uzi Pereg, Prof. Matthieu R. Bloch, Joint Quantum Communication and Sensing, Proceedings of the 2022 IEEE Information Theory Workshop (ITW 2022), pp. 506-511, November 2022.
abstract

Joint Quantum Communication and Sensing

Abstract

To capture the problem of joint communication and sensing in the quantum regime, we consider the problem of reliably communicating over a Classical-Quantum (c-q) channel that depends on a random parameter while simultaneously estimating the random parameter at the transmitter through a noisy feedback channel. Specifically, for non-adaptive estimation strategies, we obtain an exact characterization of the optimal tradeoffs between the rate of communication and the error exponent of parameter estimation. As in the classical setting, the tradeoff is governed by the empirical distribution of the codewords, which simultaneously controls the rate of reliable communication and the error exponent.

BibTeX

Joint Quantum Communication and Sensing

@INPROCEEDINGS{9965810,
 author={Wang, Shi-Yuan and Erdoğan, Tuna and Pereg, Uzi and Bloch, Matthieu R.},
 booktitle={2022 IEEE Information Theory Workshop (ITW)},
 title={Joint Quantum Communication and Sensing},
 year={2022},
 volume={},
 number={},
 pages={506-511},
 keywords={Parameter estimation;Transmitters;Conferences;Channel estimation;Estimation;Reliability theory;Sensors},
 doi={10.1109/ITW54588.2022.9965810}}
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Liat Nemirovsky-Levy, Prof Uzi Pereg, Prof. Mordechai Segev, Increasing Communication Rates Using Photonic Hyperentangled State, Proceedings of the 2022 Frontiers in Optics + Laser Science (FIOLS 2022) JTu5A-41, October 2022.
abstract

Increasing Communication Rates Using Photonic Hyperentangled State

Abstract

We propose a mechanism for increasing transmission rate of quantum communication channels, by multiplexing spin and multiple orbital angular momentum states on a single photon, transmitting the photon, and demultiplexing them to different photons.

BibTeX

Increasing Communication Rates Using Photonic Hyperentangled State

@inproceedings{nemirovsky2022increasing,
 title={Increasing Communication Rates Using Photonic Hyperentangled States},
 author={Nemirovsky-Levy, Liat and Pereg, Uzi and Segev, Mordechai},
 booktitle={Laser Science},
 pages={JTu5A--41},
 year={2022},
 organization={Optica Publishing Group}
}
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poster
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Prof. Uzi Pereg, Dr. Christian Deppe, Prof. Holger Boche, The Quantum MAC with Cribbing Encoders, Proceedings of the 2022 IEEE International Symposium on Information Theory (ISIT 2022), pp. 1076-1081, June 2022.
abstract

The Quantum MAC with Cribbing Encoders

Abstract

Communication over a quantum multiple-access channel (MAC) with cribbing encoders is considered, whereby Transmitter 2 performs a measurement on a system that is entangled with Transmitter 1. Based on the no-cloning theorem, perfect cribbing is impossible. This leads to the introduction of a MAC model with noisy cribbing. In the causal and non-causal cribbing scenarios, Transmitter 2 performs the measurement before the input of Transmitter 1 is sent through the channel. Hence, Transmitter 2’s cribbing may inflict a “state collapse” for Transmitter 1. Achievable regions are derived for each setting. Furthermore, a regularized capacity characterization is established for robust cribbing, i.e. when the cribbing system contains all the information of the channel input, and a partial decode-forward region for non-robust cribbing. For the classical-quantum (c-q) MAC with cribbing encoders, the capacity region is determined with perfect cribbing of the classical input, and a cutset region is derived for noisy cribbing.

BibTeX

The Quantum MAC with Cribbing Encoders

@INPROCEEDINGS{9834491,
 author={Pereg, Uzi and Deppe, Christian and Boche, Holger},
 booktitle={2022 IEEE International Symposium on Information Theory (ISIT)},
 title={The Quantum MAC with Cribbing Encoders},
 year={2022},
 volume={},
 number={},
 pages={1076-1081},
 keywords={Transmitters;Quantum entanglement;Noise measurement;Information theory},
 doi={10.1109/ISIT50566.2022.9834491}}
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slides
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Prof. Uzi Pereg, Johannes Rosenberger, Dr. Christian Deppe, Identification over Quantum Broadcast Channels, Proceedings of the 2022 IEEE International Symposium on Information Theory (ISIT 2022), pp. 256-263, June 2022.
abstract

Identification over Quantum Broadcast Channels

Abstract

In the identification problem, as opposed to the information transmission task, the decoder only identifies whether a message of his choosing was sent or not. This relaxation allows for a double-exponential code size. An achievable identification region is derived for a quantum broadcast channel, and a full characterization for the class of classical-quantum broadcast channels. The results are demonstrated for a depolarizing broadcast channel. Furthermore, the identification capacity region of the single-mode pure-loss bosonic broadcast channel is obtained as a consequence. In contrast to the single-user case, the capacity region for identification can be significantly larger than for transmission.

BibTeX

Identification over Quantum Broadcast Channels

@INPROCEEDINGS{9834865,
 author={Pereg, Uzi and Rosenberger, Johannes and Deppe, Christian},
 booktitle={2022 IEEE International Symposium on Information Theory (ISIT)},
 title={Identification Over Quantum Broadcast Channels},
 year={2022},
 volume={},
 number={},
 pages={258-263},
 keywords={Codes;Quantum mechanics;Information processing;Decoding;Task analysis},
 doi={10.1109/ISIT50566.2022.9834865}}
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Prof. Uzi Pereg, Dr. Christian Deppe, Prof. Holger Boche, The Quantum Multiple Access Channel with Cribbing Encoders, IEEE Transactions on Information Theory, 2022, Volume 68, Issue 6, pp. 3965-3988.
abstract

The Quantum Multiple Access Channel with Cribbing Encoders

Abstract

Communication over a quantum channel that depends on a quantum state is considered when the encoder has channel side information (CSI) and is required to mask information on the quantum channel state from the decoder. A full characterization is established for the entanglement-assisted masking equivocation region with a maximally correlated channel state, and a regularized formula is given for the quantum capacity-leakage function without assistance. For Hadamard channels without assistance, we derive single-letter inner and outer bounds, which coincide in the standard case of a channel that does not depend on a state.

BibTeX

The Quantum Multiple Access Channel with Cribbing Encoders

@ARTICLE{9706458,
 author={Pereg, Uzi and Deppe, Christian and Boche, Holger},
 journal={IEEE Transactions on Information Theory},
 title={The Quantum Multiple-Access Channel With Cribbing Encoders},
 year={2022},
 volume={68},
 number={6},
 pages={3965-3988},
 keywords={Radio transmitters;Relays;Noise measurement;Quantum mechanics;Receivers;Quantum computing;Quantum communication;Quantum communication;Shannon theory;multiple-access channel;cribbing;relay channel},
 doi={10.1109/TIT.2022.3149827}}
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arXiv
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Prof. Uzi Pereg, Communication over Quantum Channels with Parameter Estimation, IEEE Transactions on Information Theory, 2022, Volume 68, Issue 1, pp. 359-383.
abstract

Communication over Quantum Channels with Parameter Estimation

Abstract

Communication over a random-parameter quantum channel when the decoder is required to reconstruct the parameter sequence is considered. We study scenarios that include either strictly-causal, causal, or non-causal channel side information (CSI) available at the encoder, and also when CSI is not available. This model can be viewed as a form of quantum metrology, and as the quantum counterpart of the classical rate-and-state channel with state estimation at the decoder. Regularized formulas for the capacity-distortion regions are derived. In the special case of measurement channels, single-letter characterizations are derived for the strictly-causal and causal settings. Furthermore, in the more general case of entanglement-breaking channels, a single-letter characterization is derived when CSI is not available. As a consequence, we obtain regularized formulas for the capacity of random-parameter quantum channels with CSI, generalizing previous results by Boche et al. , 2016, on classical-quantum channels. Bosonic dirty paper coding is introduced as a consequence, where we demonstrate that the optimal coefficient is not necessarily that of minimum mean-square error estimation as in the classical setting.

BibTeX

Communication over Quantum Channels with Parameter Estimation

@ARTICLE{9585723,
 author={Pereg, Uzi},
 journal={IEEE Transactions on Information Theory},
 title={Communication Over Quantum Channels With Parameter Estimation},
 year={2022},
 volume={68},
 number={1},
 pages={359-383},
 keywords={Quantum channels;Decoding;Watermarking;Quantum mechanics;Channel estimation;Channel coding;Quantum state;Quantum communication;Shannon theory;state estimation;rate-and-state channel;bosonic channel;writing on dirty paper;encoding constraints},
 doi={10.1109/TIT.2021.3123221}}
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arXiv
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Prof. Uzi Pereg, Dr. Christian Deppe, Prof. Holger Boche, Quantum Broadcast Channels with Cooperating Decoders: An Information-Theoretic Perspective on Quantum Repeaters, Proceedings of the 2021 IEEE International Symposium on Information Theory (ISIT 2021), pp. 772-777, July 2021.
abstract

Quantum Broadcast Channels with Cooperating Decoders: An Information-Theoretic Perspective on Quantum Repeaters

Abstract

Communication over a quantum channel that depends on a quantum state is considered, when the encoder has channel side information (CSI) and is required to mask information on the quantum channel state from the decoder. A full characterization is established for the entanglement-assisted masking equivocation region, and a regularized formula is given for the quantum capacity-leakage function without assistance. For Hadamard channels without assistance, we derive single-letter inner and outer bounds, which coincide in the standard case of a channel that does not depend on a state.

BibTeX

Quantum Broadcast Channels with Cooperating Decoders: An Information-Theoretic Perspective on Quantum Repeaters

@INPROCEEDINGS{9518284,
 author={Pereg, Uzi and Deppe, Christian and Boche, Holger},
 booktitle={2021 IEEE International Symposium on Information Theory (ISIT)},
 title={Quantum Broadcast Channels with Cooperating Decoders: An Information-Theoretic Perspective on Quantum Repeaters},
 year={2021},
 volume={},
 number={},
 pages={772-777},
 doi={10.1109/ISIT45174.2021.9518284}}
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slides
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Prof. Uzi Pereg, Bosonic Dirty Paper Coding, Proceedings of the 2021 IEEE International Symposium on Information Theory (ISIT 2021), pp. 268-271, July 2021.
abstract

Bosonic Dirty Paper Coding

Abstract

Communication over a quantum channel that depends on a quantum state is considered, when the encoder has channel side information (CSI) and is required to mask information on the quantum channel state from the decoder. A full characterization is established for the entanglement-assisted masking equivocation region, and a regularized formula is given for the quantum capacity-leakage function without assistance. For Hadamard channels without assistance, we derive single-letter inner and outer bounds, which coincide in the standard case of a channel that does not depend on a state.

BibTeX

Bosonic Dirty Paper Coding

@INPROCEEDINGS{9518053,
 author={Pereg, Uzi},
 booktitle={2021 IEEE International Symposium on Information Theory (ISIT)},
 title={Bosonic Dirty Paper Coding},
 year={2021},
 volume={},
 number={},
 pages={268-271},
 keywords={Transmitters;Quantum mechanics;Modulation;Interference;Encoding;Quantum communication;Shannon theory;channel capacity;dirty paper coding;state information},
 doi={10.1109/ISIT45174.2021.9518053}}
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slides
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Prof. Uzi Pereg, Dr. Christian Deppe, Prof. Holger Boche, Quantum Broadcast Channels with Cooperating Decoders: An Information-Theoretic Perspective on Quantum Repeaters, Journal of Mathematical Physics, 2021, Volume 62, Issue 6, 062204.
abstract

Quantum Broadcast Channels with Cooperating Decoders: An Information-Theoretic Perspective on Quantum Repeaters

Abstract

Communication over a quantum broadcast channel with cooperation between the receivers is considered. The first form of cooperation addressed is classical conferencing, where receiver 1 can send classical messages to receiver 2. Another cooperation setting involves quantum conferencing, where receiver 1 can teleport a quantum state to receiver 2. When receiver 1 is not required to recover information and its sole purpose is to help the transmission to receiver 2, the model reduces to the quantum primitive relay channel. The quantum conferencing setting is intimately related to quantum repeaters as the sender, receiver 1, and receiver 2 can be viewed as the transmitter, the repeater, and the destination receiver, respectively. We develop lower and upper bounds on the capacity region in each setting. In particular, the cutset upper bound and the decode-forward lower bound are derived for the primitive relay channel. Furthermore, we present an entanglement-formation lower bound, where a virtual channel is simulated through the conference link. At last, we show that as opposed to the multiple access channel with entangled encoders, entanglement between decoders does not increase the classical communication rates for the broadcast dual.

BibTeX

Quantum Broadcast Channels with Cooperating Decoders: An Information-Theoretic Perspective on Quantum Repeaters

@article{pereg2021quantum,
 title={Quantum broadcast channels with cooperating decoders: An information-theoretic perspective on quantum repeaters},
 author={Pereg, Uzi and Deppe, Christian and Boche, Holger},
 journal={Journal of Mathematical Physics},
 volume={62},
 number={6},
 year={2021},
 publisher={AIP Publishing}
}
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arXiv
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Prof. Uzi Pereg, Communication over Quantum Channels with Parameter Estimation, Proceedings of the 2020 IEEE International Symposium on Information Theory (ISIT 2020), pp. 1818-1823, July 2020.
abstract

Communication over Quantum Channels with Parameter Estimation

Abstract

Communication over a random-parameter quantum channel when the decoder reconstructs the parameter sequence is considered in different scenarios. Regularized formulas are derived for the capacity-distortion regions with strictly-causal, causal, or non-causal channel side information (CSI) available at the encoder, and also without CSI. Single-letter characterizations are established in special cases. In particular, a single-letter formula is given for entanglement-breaking channels when CSI is not available. As a consequence, we obtain regularized formulas for the capacity of random-parameter quantum channels with CSI, generalizing previous results on classical-quantum channels.

BibTeX

Communication over Quantum Channels with Parameter Estimation

@INPROCEEDINGS{9174144,
 author={Pereg, Uzi},
 booktitle={2020 IEEE International Symposium on Information Theory (ISIT)},
 title={Communication over Quantum Channels with Parameter Estimation},
 year={2020},
 volume={},
 number={},
 pages={1818-1823},
 keywords={Quantum information;Shannon theory;state estimation;rate-and-state channel;state information},
 doi={10.1109/ISIT44484.2020.9174144}}
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slides
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Prof. Uzi Pereg, Entanglement-Assisted Capacity of Quantum Channels with Side Information, Proceedings of the 2020 International Zurich Seminar on Information and Communication (IZS 2020), pp. 106-110, February 2020.
abstract

Entanglement-Assisted Capacity of Quantum Channels with Side Information

Abstract

Entanglement-assisted communication over a random-parameter quantum channel with either causal or non-causal channel side information (CSI) at the encoder is considered. This describes a scenario where the quantum channel depends on the quantum state of the input environment. While Bob, the decoder, has no access to this state, Alice, the transmitter, performs a sequence of projective measurements on her environment to encode her message. Dupuis (2008) established the entanglement-assisted capacity with non-causal CSI. Here, we establish characterization in the causal setting, and also give an alternative proof technique and further observations for the non-causal setting.

BibTeX

Entanglement-Assisted Capacity of Quantum Channels with Side Information

@inproceedings{pereg2020entanglement,
 title={Entanglement-Assisted Capacity of Quantum Channels with Side Information},
 author={Pereg, Uzi},
 booktitle={International Zurich Seminar on Information and Communication (IZS 2020)},
 pages={106},
 year={2020}
}
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