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The impact of spot-size on single-photon avalanche diode timing-jitter and quantum key distribution 光斑大小对单光子雪崩二极管定时抖动和量子密钥分布的影响
IF 2.5 Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2024-02-26 DOI: 10.1049/qtc2.12091
Alexandra Lee, Alfonso Tello Castillo, Craig Whitehill, Ross Donaldson

In free-space implementations of Quantum key distribution (QKD), the wide adoption of near-Infrared wavelengths has led to the common use of silicon single-photon avalanche diodes (Si-SPAD) for receiver systems. While the impacts of some SPAD properties on QKD have been explored extensively, the relationship of spot-size and spatial position on the full instrumental response and thus quantum bit error rate (QBER) has been studied little. Changes in spot size and spatial position can result from atmospheric turbulence and pointing and tracking errors. Here, An empirical analysis of that relationship is presented utilising a large active area, 500 μm, free-space coupled Si-SPAD designed for free-space QKD. A baseline full-width at half-maximum timing jitter of 182 ps and a QBER contribution of 0.1 % for a 1 GHz clock frequency QKD system and 100 ps time-gating window are reported. The impacts of spot-size and spatial position can increase the QBER to over 0.3%. The link between the spot-size and timing jitter will allow the understanding of tolerancing for the alignment of Si-SPADs within free-space QKD receiver systems—an important factor in designing properly engineered practical systems and the equipment needed to compensate for atmospheric turbulence and pointing and tracking.

在量子密钥分发(QKD)的自由空间实现中,近红外波长的广泛采用导致接收器系统普遍使用硅单光子雪崩二极管(Si-SPAD)。虽然人们已经广泛探讨了单光子雪崩二极管的某些特性对 QKD 的影响,但对光斑大小和空间位置与全仪器响应的关系以及量子比特误差率 (QBER) 的研究却很少。大气湍流以及指向和跟踪误差会导致光斑大小和空间位置发生变化。在此,我们利用专为自由空间 QKD 设计的 500 μm 大有效面积自由空间耦合 Si-SPAD 对这种关系进行了经验分析。报告显示,对于 1 GHz 时钟频率的 QKD 系统和 100 ps 时间门窗口,基线半最大全宽定时抖动为 182 ps,QBER 贡献率为 0.1%。光斑大小和空间位置的影响可将 QBER 提高到 0.3% 以上。光斑尺寸与定时抖动之间的联系将有助于理解自由空间 QKD 接收机系统中 Si-SPAD 校准的公差--这是设计适当的工程实用系统和补偿大气湍流以及指向和跟踪所需设备的一个重要因素。
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引用次数: 0
Long-range quantum energy teleportation and distribution on a hyperbolic quantum network
IF 2.5 Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2024-02-19 DOI: 10.1049/qtc2.12090
Kazuki Ikeda

Teleporting energy to remote locations is new challenge for quantum information science and technology. Developing a method for transferring local energy in laboratory systems to remote locations will enable non-trivial energy flows in quantum networks. From the perspective of quantum information engineering, we propose a method for distributing local energy to a large number of remote nodes using hyperbolic geometry. Hyperbolic networks are suitable for energy allocation in large quantum networks since the number of nodes grows exponentially. To realise long-range quantum energy teleportation (QET), we propose a hybrid method of quantum state telepotation and QET. By transmitting local quantum information through quantum teleportation and performing conditional operations on that information, QET can theoretically be realized independent of geographical distance. The method we present will provide new insights into new applications of future large-scale quantum networks and potential applications of quantum physics to information engineering.

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引用次数: 0
A novel quantum key distribution resistant against large-pulse attacks 可抵御大脉冲攻击的新型量子密钥分发技术
IF 2.5 Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2024-02-12 DOI: 10.1049/qtc2.12089
Keaotshepha Karabo, Comfort Sekga, Connor Kissack, Mhlambululi Mafu, Francesco Petruccione

Quantum key distribution (QKD) offers information-theoretic security by leveraging the principles of quantum mechanics. This means the security is independent of all future advances in algorithm or computational power. However, due to the non-availability of single-photon sources, most traditional QKD protocols are vulnerable to various attacks, such as photon number-splitting (PNS) attacks. Also, the imperfections in the measuring devices open a loophole for side channels that an eavesdropper may exploit to launch attacks such as large-pulse attacks. As a result, this compromises the security of transmitted information. To address these challenges, the authors present a QKD protocol that is secure against both large-pulse attacks and PNS attacks at zero-error, in which the eavesdropper does not introduce any error, but still, the legitimate users of the system cannot distil a secure key. A notable feature of the proposed protocol is that it promotes greater robustness against both attacks than the Bennett-Brassard 1984 (BB84) protocol or the Scarani-Acin-Ribordy-Gisin 2004 (SARG04) protocol.

量子密钥分发(QKD)利用量子力学原理提供信息理论上的安全性。这意味着其安全性不受未来算法或计算能力进步的影响。然而,由于无法获得单光子源,大多数传统的 QKD 协议都容易受到各种攻击,如光子数分裂(PNS)攻击。此外,测量设备的不完善也为侧信道打开了漏洞,窃听者可能会利用侧信道发动攻击,如大脉冲攻击。因此,这损害了传输信息的安全性。为了应对这些挑战,作者提出了一种 QKD 协议,它能在零误差条件下安全地抵御大脉冲攻击和 PNS 攻击,在零误差条件下,窃听者不会引入任何误差,但系统的合法用户仍无法提炼出安全密钥。与 Bennett-Brassard 1984(BB84)协议或 Scarani-Acin-Ribordy-Gisin 2004(SARG04)协议相比,所提协议的一个显著特点是,它在抵御这两种攻击方面具有更强的鲁棒性。
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引用次数: 0
Quantum computer based feature selection in machine learning 机器学习中基于量子计算机的特征选择
IF 2.5 Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2024-02-05 DOI: 10.1049/qtc2.12086
Gerhard Hellstern, Vanessa Dehn, Martin Zaefferer

The problem of selecting an appropriate number of features in supervised learning problems is investigated. Starting with common methods in machine learning, the feature selection task is treated as a quadratic unconstrained optimisation problem (QUBO), which can be tackled with classical numerical methods as well as within a quantum computing framework. The different results in small problem instances are compared. According to the results of the authors’ study, whether the QUBO method outperforms other feature selection methods depends on the data set. In an extension to a larger data set with 27 features, the authors compare the convergence behaviour of the QUBO methods via quantum computing with classical stochastic optimisation methods. Due to persisting error rates, the classical stochastic optimisation methods are still superior.

本文研究了在监督学习问题中选择适当数量特征的问题。从机器学习的常用方法入手,特征选择任务被视为二次无约束优化问题(QUBO),可以用经典数值方法以及量子计算框架来解决。我们对小问题实例中的不同结果进行了比较。根据作者的研究结果,QUBO 方法是否优于其他特征选择方法取决于数据集。在对包含 27 个特征的更大数据集进行扩展时,作者比较了通过量子计算的 QUBO 方法与经典随机优化方法的收敛行为。由于错误率持续存在,经典随机优化方法仍然更胜一筹。
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引用次数: 0
An efficient quantum algorithm for ensemble classification using bagging 使用袋集技术进行集合分类的高效量子算法
IF 2.5 Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2024-02-02 DOI: 10.1049/qtc2.12087
Antonio Macaluso, Luca Clissa, Stefano Lodi, Claudio Sartori

Ensemble methods aggregate predictions from multiple models, typically demonstrating improved accuracy and reduced variance compared to individual classifiers. However, they often come with significant memory usage and computational time requirements. A novel quantum algorithm that leverages quantum superposition, entanglement, and interference to construct an ensemble of classification models using bagging as an aggregation strategy is introduced. Through the generation of numerous quantum trajectories in superposition, the authors achieve B transformations of the training set with only logB $mathit{log}left(Bright)$ operations, allowing an exponential enlargement of the ensemble size while linearly increasing the depth of the corresponding circuit. Moreover, when assessing the algorithm's overall cost, the authors demonstrate that the training of a single weak classifier contributes additively to the overall time complexity, as opposed to the multiplicative impact commonly observed in classical ensemble methods. To illustrate the efficacy of the authors’ approach, experiments on reduced real-world datasets utilising the IBM qiskit environment to demonstrate the functionality and performance of the proposed algorithm are introduced.

集合方法汇总了多个模型的预测结果,与单个分类器相比,通常能提高准确性并减少方差。然而,这些方法往往需要占用大量内存和计算时间。本文介绍了一种新颖的量子算法,它利用量子叠加、纠缠和干涉来构建分类模型集合,并将袋聚作为一种聚合策略。通过在叠加中生成大量量子轨迹,作者仅用运算就实现了训练集的 B 变换,从而在线性增加相应电路深度的同时,以指数形式扩大了集合规模。此外,在评估算法的总体成本时,作者证明了单个弱分类器的训练对总体时间复杂度的影响是加法,而不是经典集合方法中常见的乘法。为了说明作者方法的有效性,介绍了利用 IBM qiskit 环境在缩小的真实世界数据集上进行的实验,以展示所提算法的功能和性能。
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引用次数: 0
Multi-hop joint remote state preparation of general hybrid entangled multi-qudit states via distinct Einstein-Podolsky-Rosen channels 通过不同的爱因斯坦-波多尔斯基-罗森通道对一般混合纠缠多量子态进行多跳联合远程状态制备
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2024-01-27 DOI: 10.1049/qtc2.12084
Zongyi Li, Yuzhen Wei, Min Jiang

Joint Remote State Preparation provides a useful way to securely transfer the known quantum states to the distant nodes. However, the limitation of resources often leads to the quantum channels constructed by distributed entangled pairs being incompatible with the transmitted states. In order to overcome this problem, a novel Joint Remote State Preparation protocol was proposed for transmitting general multi-qudit states over quantum networks, providing a promising pathway to utilise the available Einstein-Podolsky-Rosen (EPR) channels with different levels. Several scenarios under noisy environments were discussed and some properties of the fidelity when transmitting the multi-qudit state were demonstrated. It was demonstrated that both the prepared state and the kind of the noises could restrict the number of the participant nodes. Our scheme leverages the existing quantum resources, which addresses the issue of insufficient entanglement resources. This approach is easily adaptable to other quantum network structures, offering a potential solution for constructing a universal quantum network.

联合远程状态准备为将已知量子态安全地传输到遥远的节点提供了一种有用的方法。然而,由于资源的限制,分布式纠缠对构建的量子信道往往与传输的状态不兼容。为了克服这个问题,我们提出了一种新型的联合远程状态准备协议,用于在量子网络上传输一般的多量子态,为利用不同级别的爱因斯坦-波多尔斯基-罗森(EPR)通道提供了一条可行的途径。研究讨论了噪声环境下的几种情况,并展示了传输多比特态时保真度的一些特性。结果表明,准备状态和噪声种类都会限制参与节点的数量。我们的方案利用了现有的量子资源,解决了纠缠资源不足的问题。这种方法很容易适用于其他量子网络结构,为构建通用量子网络提供了潜在的解决方案。
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引用次数: 0
Wireless quantum key distribution at terahertz frequencies: Opportunities and challenges 太赫兹频率下的无线量子密钥分发:机遇与挑战
IF 2.5 Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2024-01-13 DOI: 10.1049/qtc2.12085
Neel Kanth Kundu, Matthew R. McKay, Ranjan K. Mallik

Quantum key distribution (QKD) is one of the major applications of quantum information technology. It can provide ultra-secure key distribution with security guaranteed by the laws of quantum physics. Quantum key distribution is necessary to protect data transmission from quantum computing attacks in future communication networks. The laws of quantum mechanics dictate that as opposed to microwave frequencies, quantum coherence is preserved at room temperatures for terahertz (THz) frequencies. This makes the THz band a promising solution for room-temperature QKD implementation in future wireless communication networks. The authors present the principles of continuous variable QKD (CV-QKD) systems and review the latest developments in the design and analysis of CV-QKD systems operating at microwave and THz frequencies. The authors also discuss how multiple-input multiple-output transmission can be incorporated into the quantum communications framework to improve the secret key rates and increase the coverage distances of the THz CV-QKD system. Furthermore, major hardware challenges that must be surmounted to practically realise THz CV-QKD systems are highlighted.

量子密钥分发(QKD)是量子信息技术的主要应用之一。量子密钥分发(QKD)是量子信息技术的主要应用之一,它可以提供超安全的密钥分发,其安全性由量子物理定律提供保证。在未来的通信网络中,量子密钥分发是保护数据传输免受量子计算攻击的必要手段。量子力学定律表明,与微波频率不同,太赫兹(THz)频率在室温下仍能保持量子相干性。这使得太赫兹频段成为在未来无线通信网络中实现室温 QKD 的理想解决方案。作者介绍了连续可变 QKD(CV-QKD)系统的原理,并回顾了在微波和太赫兹频率下运行的 CV-QKD 系统的设计和分析方面的最新进展。作者还讨论了如何将多输入多输出传输纳入量子通信框架,以提高太赫兹 CV-QKD 系统的秘钥率和覆盖距离。此外,作者还强调了要实际实现太赫兹 CV-QKD 系统必须克服的主要硬件挑战。
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引用次数: 0
Impact of fragmentation in quantum signal channel of quantum key distribution enabled optical networks 启用量子密钥分发的光网络中量子信号信道碎片的影响
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2024-01-12 DOI: 10.1049/qtc2.12083
Purva Sharma, Vimal Bhatia, Shashi Prakash

In QKD-enabled optical networks (QKD-enabled ONs), fragmentation is one of the serious issues which can be mitigated through appropriate management of network resources. Thus, efficient allocation of network resources during routing and resource assignment is important to minimise the impact of time slot fragmentation in the quantum signal channel (QSCh) of QKD-enabled ONs. The authors address the fragmentation problem in the QSCh and propose a new fragmentation-suppressed routing and resource assignment (FS-RRA) approach. To evaluate the performance and to analyse the effect of time slot fragmentation in QSCh of QKD-enabled ONs, the proposed FS-RRA approach is compared with two existing resource assignment approaches, namely, the first-fit (FF) and random-fit (RF) for two different networks. Simulation results show that the proposed approach reduces fragmentation by 2.97% and 6.69% for NSFNET and 1.77% and 5.91% for UBN24 in terms of external fragmentation compared to FF and RF, respectively. Furthermore, the proposed approach reduces blocking by 4.03% and 14.28% for NSFNET and 2.61% and 13.44% for UBN24 and improves resource utilisation up to 3.44% and 5.96% for NSFNET and 3.08% and 7.64% for UBN24 compared to FF and RF, respectively.

在支持 QKD 的光网络(QKD-enabled ONs)中,碎片是严重的问题之一,可以通过适当的网络资源管理来缓解。因此,在路由选择和资源分配过程中有效地分配网络资源对于最大限度地减少 QKD 网络量子信号信道(QSCh)中时隙碎片的影响非常重要。作者针对 QSCh 中的碎片问题,提出了一种新的碎片抑制路由和资源分配(FS-RRA)方法。为了评估 QKD 支持 ON 的 QSCh 中的性能并分析时隙碎片的影响,针对两个不同的网络,将所提出的 FS-RRA 方法与现有的两种资源分配方法(即首次拟合(FF)和随机拟合(RF))进行了比较。仿真结果表明,就外部碎片而言,与 FF 和 RF 相比,建议的方法在 NSFNET 上分别减少了 2.97% 和 6.69%,在 UBN24 上分别减少了 1.77% 和 5.91%。此外,与 FF 和 RF 相比,所建议的方法在 NSFNET 上减少了 4.03% 和 14.28%的阻塞,在 UBN24 上减少了 2.61% 和 13.44%的阻塞,在 NSFNET 上提高了 3.44% 和 5.96%的资源利用率,在 UBN24 上提高了 3.08% 和 7.64%的资源利用率。
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引用次数: 0
Gravitoelectric effect in the condensed magnetic sea 凝聚磁海中的引力场效应
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2023-12-22 DOI: 10.1049/qtc2.12082
Jong hoon Lee

Trapped graviton in magnetic seas induces magnetic fields as a function of time in the additional space. The Soon Joe generator made the Graviton set behave as free relativistic quantum particles. The current and voltage generated when the LED was turned on and off were measured five times. Measurements were made in units of 1/1000 of a second, and the measured data were summed. In the LED off-state, the average current was −2.87E-03 (A), and the average voltage was −1.44E-01 (V) in VH and 6.83E-01 (V) in VL. The average current in the LED on-stage was −4.28E-03, the VH was 2.14E-01, and the VL was 6.57E-01. The voltage difference was −8.27E-01 in the off-stage and −8.71E-01 in the on-stage. Less current was generated in the off-stage, with less voltage difference. In this experiment, we confirmed that the graviton generates the current, and with the photons, more current is generated. This explains why the interactive induction protocol of gravitons or photons can be used to experiment with the magnetic field's ability to communicate or transfer energy with relativistic quantum particles. The gravitoelectric effect explains the photoelectric effect elements, and graviton has induced electricity as a physical entity in the magnetic sea.

被困在磁海中的引力子会在额外空间中诱导出与时间相关的磁场。顺乔发生器使引力子组表现为自由相对论量子粒子。对 LED 开启和关闭时产生的电流和电压进行了五次测量。测量以 1/1000 秒为单位,并对测量数据进行求和。在 LED 关闭状态下,VH 的平均电流为 -2.87E-03 (A),平均电压为 -1.44E-01 (V),VL 为 6.83E-01 (V)。LED 开启阶段的平均电流为 -4.28E-03,VH 为 2.14E-01,VL 为 6.57E-01。关断阶段和开启阶段的电压差分别为-8.27E-01 和-8.71E-01。关断阶段产生的电流较小,电压差也较小。在这个实验中,我们证实引力子产生了电流,而光子则产生了更多的电流。这就解释了为什么引力子或光子的交互感应协议可以用来实验磁场与相对论量子粒子沟通或传递能量的能力。引力子效应解释了光电效应元素,引力子在磁海中诱导出了电这一物理实体。
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引用次数: 0
Quantum BER estimation modelling and analysis for satellite-based quantum key distribution scenarios 基于卫星的量子密钥分发方案的量子误码率估算建模与分析
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2023-12-20 DOI: 10.1049/qtc2.12081
Abhishek Khanna, Sambuddha Majumder, Adarsh Jain, Dinesh Kumar Singh

The quantum communication channel is considered to be eavesdropped when the signal Quantum Bit Error Rate (QBER) exceeds a defined theoretical limit and is thus considered a figure of merit parameter for assessing the security of a quantum channel. This work presents a general mathematical model considering device imperfections and various sources of errors for estimating signal QBER in polarisation encoded satellite-based QKD systems. QBER performance for satellite-to-ground downlink scenarios has been investigated for multiple sky brightness conditions (day time and night time operations), two operating wavebands: 800 and 1550 nm as well as for different quantum transmitter and quantum receiver architectures. Further, a novel QBER estimation analysis for inter-satellite QKD links has also been presented. The estimation results obtained from the developed model have been validated against and found in good agreement with the measured results of the only reported satellite-to-ground QKD experiments till date. The presented QBER modelling and analysis will aid in system engineering and efficient design of future satellite-based QKD systems.

当信号量子比特误码率(QBER)超过规定的理论极限时,量子通信信道就会被认为遭到窃听,因此被认为是评估量子信道安全性的一个优点参数。这项研究提出了一个通用数学模型,其中考虑了设备缺陷和各种误差源,用于估算基于极化编码的卫星 QKD 系统中的信号 QBER。针对多种天空亮度条件(白天和夜间运行)、两种工作波段(800 nm 和 1550 nm)以及不同的量子发射器和量子接收器架构,对卫星到地面下行链路场景的 QBER 性能进行了研究。此外,还介绍了针对卫星间 QKD 链路的新型 QBER 估算分析。所开发模型的估算结果已经过验证,与迄今为止唯一报道的卫星到地面 QKD 实验的测量结果非常吻合。所介绍的 QBER 建模和分析将有助于未来星基 QKD 系统的系统工程和高效设计。
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引用次数: 0
期刊
IET Quantum Communication
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