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Quantum computing challenges and solutions in software industry—A multivocal literature review 软件行业的量子计算挑战与解决方案--多声部文献综述
IF 2.8 Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2024-06-02 DOI: 10.1049/qtc2.12096
Masaud Salam, Muhammad Ilyas

Quantum computing (QC) hinged upon the bedrock principles of quantum theory and holds promise for reforming a large number of industries. The researcher in this area aims to deliver a comprehensive understanding of the current state of the art and future trajectories of QC. The authors have discovered that most academic studies have concentrated upon dissecting specific aspects of QC. This discernment underscores the exigency of identifying challenges that might impede the seamless integration of QC within the software industry. Moreover, it becomes crucial to ascertain the panoply of solutions/practices required to overcome these barriers. A comprehensive multi-vocal literature review was performed and culled a total of 49 academic papers for data extraction. A total of 13 challenges encountered by organisations were identified during the adoption of QC. Subsequently, these challenges were examined deeply and determined that five of them are the most critical, these are ‘Lack of quantum specific algorithms, dev and testing methodologies’, ‘Difficult compilation and debugging’, ‘Lack of development tools and technology’, ‘Lack of development guidelines & Quality Assurance Standards’ and ‘Lack of professional expert’, together founding over 30% of occurrences. These challenges from various perspectives were evaluated, including time frame, methodology, geographical region and publication platform. To address these barriers and implement the QC in software industry effectively, a total of 53 practices/solutions. This research aims to share valuable knowledge to simplify and amplify quantum application development.

量子计算(QC)以量子理论的基本原理为基础,有望对众多行业进行改革。该领域的研究人员旨在全面了解量子计算的技术现状和未来发展轨迹。作者发现,大多数学术研究都集中在对质量控制的特定方面进行剖析。这种认识突出表明,有必要找出可能阻碍质量控制与软件业无缝整合的挑战。此外,确定克服这些障碍所需的一系列解决方案/做法也变得至关重要。我们进行了全面的多声部文献综述,共收集了 49 篇学术论文进行数据提取。共发现了 13 项组织在采用质量控制过程中遇到的挑战。随后,对这些挑战进行了深入研究,确定其中五项挑战最为关键,它们是 "缺乏量子特定算法、开发和测试方法"、"编译和调试困难"、"缺乏开发工具和技术"、"缺乏开发指南和质量保证标准 "和 "缺乏专业专家",这些挑战共占出现次数的 30%以上。我们从不同角度对这些挑战进行了评估,包括时间框架、方法、地理区域和出版平台。为解决这些障碍并在软件行业有效实施质量控制,共提出了 53 种做法/解决方案。本研究旨在分享有价值的知识,以简化和扩大量子应用开发。
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引用次数: 0
Experimental feasibility analysis of quantum/classical coexistence over fibre and free space links 光纤和自由空间链路上量子/经典共存的实验可行性分析
IF 2.8 Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2024-05-27 DOI: 10.1049/qtc2.12097
Aristeidis Stathis, Argiris Ntanos, Panagiotis Toumasis, Nikolaos K. Lyras, Giannis Giannoulis, Hercules Avramopoulos

The authors present a novel approach to Quantum Key Distribution (QKD) research, emphasising cost-effectiveness and practicality using a single photon polarisation-encoded system employing mainly commercial off-the-shelf components. This study diverges from previous high-cost, high-end setups by exploring the viability of QKD in more accessible and realistic settings. Our approach focuses on practical measurements of the signal-to-noise ratio by analysing polarisation-encoded photonic qubits over various transmission scenarios. The authors introduce a simplified evaluation method that incorporates experimental measurements, such as noise sources and losses, into a semi-empirical theoretical framework. This framework simulates the standard DS-BB84 protocol to estimate Secure Key Rates (SKRs), offering an alternative approach on the evaluation of the practical implementation of QKD. Specifically, the authors examine the feasibility of QKD over a 2.2 km intra-campus fibre link in coexistence scenarios, identifying optimal Wavelength-Division Multiplexing allocations to minimise Raman noise, achieving an expected SKR of up to 300 bps. Additionally, the authors’ study extends to 40 m indoor and 100 m outdoor Free-Space Optical (FSO) links using low-cost components, where the authors recorded Quantum Bit Error Rate (QBER) values below 3.2%, allowing for possible SKRs up to 600 bps even in daylight operation. The converged fibre/FSO scenario demonstrated robust performance, with QBER values below 3.7% and an expected SKR of over 200 bps. Our research bridges the gap between high-end and economical QKD solutions, providing valuable insights into the feasibility of QKD in everyday scenarios, especially within metropolitan fibre based and FSO links. By leveraging cost-effective components and a simplified single photon exchange setup, the authors work paves the way for the effortless characterisation of deployed infrastructure, highlighting its potential in diverse settings and its accessibility for widespread implementation.

作者提出了一种量子密钥分发(QKD)研究的新方法,强调成本效益和实用性,使用主要采用商业现成组件的单光子偏振编码系统。这项研究不同于以往的高成本、高端设置,探索了QKD在更容易获得和更现实的环境中的可行性。我们的方法侧重于通过分析各种传输场景下偏振编码光子量子比特的信噪比的实际测量。作者介绍了一种简化的评估方法,该方法将实验测量(如噪声源和损耗)纳入半经验理论框架。该框架模拟了标准DS-BB84协议来估计安全密钥速率(SKRs),为评估QKD的实际实现提供了一种替代方法。具体而言,作者研究了共存场景下2.2公里校园内光纤链路上QKD的可行性,确定了最佳波分复用分配,以最大限度地减少拉曼噪声,实现了高达300bps的预期SKR。此外,作者的研究扩展到使用低成本组件的40米室内和100米室外自由空间光学(FSO)链路,其中作者记录的量子比特误码率(QBER)值低于3.2%,即使在白天操作,skr也可能高达600 bps。融合光纤/FSO方案表现出强劲的性能,QBER值低于3.7%,预期SKR超过200bps。我们的研究弥合了高端和经济型QKD解决方案之间的差距,为QKD在日常场景中的可行性提供了有价值的见解,特别是在城域光纤和FSO链路中。通过利用具有成本效益的组件和简化的单光子交换设置,作者的工作为部署基础设施的轻松表征铺平了道路,突出了其在不同设置中的潜力及其广泛实施的可访问性。
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引用次数: 0
In-field comparison between G.652 and G.655 optical fibres for polarisation-based quantum key distribution 基于偏振量子密钥分配的G.652和G.655光纤的场内比较
IF 2.8 Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2024-05-03 DOI: 10.1049/qtc2.12095
Costantino Agnesi, Massimo Giacomin, Daniele Sartorato, Silvia Artuso, Giuseppe Vallone, Paolo Villoresi

Integration of Quantum Key Distribution (QKD) in existing telecommunication infrastructure is crucial for the widespread adoption of this quantum technology that offers the distillation of unconditionally secure keys between users. The authors report a field trial between the Points of Presence placed in Treviso and in Venezia—Mestre, Italy, exploiting the QuKy commercial polarisation-based QKD platforms developed by ThinkQuantum S.r.l. and two different standards of single-mode optical fibres, that is, G.652 and G.655 as a quantum channel. In this field trial, several configurations were tested, including the co-existence of classical and quantum signals over the same fibre, providing a direct comparison between the performances of the G.652 and G.655 fibre standards for QKD applications.

在现有电信基础设施中集成量子密钥分发(QKD)对于广泛采用这种提供用户之间无条件安全密钥蒸馏的量子技术至关重要。作者报告了在特雷维索和意大利威尼斯梅斯特的存在点之间进行的现场试验,利用ThinkQuantum S.r.l.开发的基于QuKy商业偏振的QKD平台和两种不同标准的单模光纤,即G.652和G.655作为量子信道。在现场试验中,测试了几种配置,包括在同一光纤上经典信号和量子信号共存,直接比较了QKD应用中G.652和G.655光纤标准的性能。
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引用次数: 0
Advances in artificial intelligence and machine learning for quantum communication applications 人工智能和机器学习在量子通信应用方面的进展
IF 2.8 Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2024-04-16 DOI: 10.1049/qtc2.12094
Mhlambululi Mafu

Artificial intelligence (AI) and classical machine learning (ML) techniques have revolutionised numerous fields, including quantum communication. Quantum communication technologies rely heavily on quantum resources, which can be challenging to produce, control, and maintain effectively to ensure optimum performance. ML has recently been applied to quantum communication and networks to mitigate noise-induced errors and analyse quantum protocols. The authors systematically review state-of-the-art ML applications to advance theoretical and experimental central quantum communication protocols, specifically quantum key distribution, quantum teleportation, quantum secret sharing, and quantum networks. Specifically, the authors survey the progress on how ML and, more broadly, AI techniques have been applied to optimise various components of a quantum communication system. This has resulted in ultra-secure quantum communication protocols with optimised key generation rates as well as efficient and robust quantum networks. Integrating AI and ML techniques opens intriguing prospects for securing and facilitating efficient and reliable large-scale communication between multiple parties. Most significantly, large-scale communication networks have the potential to gradually develop the maturity of a future quantum internet.

人工智能(AI)和经典机器学习(ML)技术为众多领域带来了变革,其中也包括量子通信。量子通信技术在很大程度上依赖于量子资源,而要想有效地生产、控制和维护量子资源以确保其达到最佳性能,则极具挑战性。最近,ML 被应用于量子通信和网络,以减轻噪声引起的错误并分析量子协议。作者系统地回顾了最先进的 ML 应用,以推进理论和实验中心量子通信协议,特别是量子密钥分发、量子远程传输、量子秘密共享和量子网络。具体来说,作者研究了如何应用 ML 以及更广泛的人工智能技术来优化量子通信系统的各个组成部分。由此产生了具有优化密钥生成率的超安全量子通信协议,以及高效、稳健的量子网络。将人工智能与 ML 技术相结合,为保障和促进多方之间高效可靠的大规模通信开辟了广阔的前景。最重要的是,大规模通信网络有可能逐步发展成为成熟的未来量子互联网。
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引用次数: 0
End-to-end demonstration for CubeSatellite quantum key distribution 立方体卫星量子密钥分发的端到端演示
IF 2.8 Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2024-04-14 DOI: 10.1049/qtc2.12093
Peide Zhang, Jaya Sagar, Elliott Hastings, Milan Stefko, Siddarth Joshi, John Rarity

Quantum key distribution (QKD) provides a method of ensuring security using the laws of physics, avoiding the risks inherent in cryptosystems protected by computational complexity. Here, the authors investigate the feasibility of satellite-based quantum key exchange using low-cost compact nano-satellites. The first prototype of system level quantum key distribution aimed at the Cube satellite scenario is demonstrated. It consists of a transmitter payload, a ground receiver and simulated free space channel to verify the timing and synchronisation (T&S) scheme designed for QKD and the required high loss tolerance of both QKD and T&S channels. The transmitter is designed to be deployed on various up-coming nano-satellite missions in the UK and internationally. The effects of channel loss, background noise, gate width and mean photon number on the secure key rate (SKR) and quantum bit error rate (QBER) are discussed. The authors also analyse the source of QBER and establish the relationship between effective signal noise ratio (ESNR) and noise level, signal strength, gating window and other parameters as a reference for SKR optimisation. The experiment shows that it can tolerate the 40 dB loss expected in space to ground QKD and with small adjustment decoy states can be achieved. The discussion offers valuable insight not only for the design and optimisation of miniature low-cost satellite-based QKD systems but also any other short or long range free space QKD on the ground or in the air.

量子密钥分发(QKD)提供了一种利用物理定律确保安全的方法,避免了受计算复杂性保护的密码系统所固有的风险。在此,作者研究了利用低成本紧凑型纳米卫星进行星基量子密钥交换的可行性。针对立方体卫星方案,演示了系统级量子密钥分发的第一个原型。它由发射器有效载荷、地面接收器和模拟自由空间信道组成,用于验证为量子密钥分配设计的定时与同步(T&S)方案以及量子密钥分配和 T&S 信道所需的高损耗容限。该发射机将部署在英国和国际上即将进行的各种超小型卫星任务中。论文讨论了信道损耗、背景噪声、门宽度和平均光子数对安全密钥率(SKR)和量子比特错误率(QBER)的影响。作者还分析了 QBER 的来源,并建立了有效信号噪声比(ESNR)与噪声电平、信号强度、门窗口和其他参数之间的关系,作为优化 SKR 的参考。实验表明,它可以承受空间到地面 QKD 中预期的 40 dB 损失,并且通过小幅调整可以实现诱饵状态。这些讨论不仅为基于卫星的微型低成本 QKD 系统的设计和优化,而且为地面或空中的任何其他短程或长程自由空间 QKD 系统的设计和优化提供了有价值的见解。
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引用次数: 0
Entanglement and teleportation in quantum key distribution for secure wireless systems 安全无线系统量子密钥分发中的纠缠和远距传输
IF 2.8 Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2024-03-19 DOI: 10.1049/qtc2.12092
Md. Ferdous Ahammed, Mohammad Ismat Kadir

Entanglement-assisted quantum key distribution (QKD) has attracted significant attention for its ability to provide highly secure wireless systems. This work explores the employment of quantum teleportation and the quantum Fourier transform (QFT) in entanglement-assisted QKD to enhance security. By integrating the concepts of entanglement, teleportation, and QFT, the key distribution strategy is significantly improved, leading to more secure communication. The system has been thoroughly tested for quantum bit error rate, secure key rate, and reconciliation efficiency. The results show that this technique outperforms the standard BB84 protocol. Based on their simulations, this protocol appears to be a promising technique for providing quantum-level security to next-generation wireless communication systems.

纠缠辅助量子密钥分发(QKD)因其能够提供高度安全的无线系统而备受关注。这项研究探讨了在纠缠辅助量子密钥分发(QKD)中采用量子瞬移和量子傅里叶变换(QFT)来增强安全性。通过整合纠缠、远距传输和量子傅里叶变换的概念,密钥分配策略得到了显著改进,从而实现了更安全的通信。对该系统的量子比特错误率、安全密钥率和调和效率进行了全面测试。结果表明,该技术优于标准 BB84 协议。根据他们的模拟,该协议似乎是为下一代无线通信系统提供量子级安全的一种有前途的技术。
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引用次数: 0
Successive data injection in conditional quantum GAN applied to time series anomaly detection 条件量子 GAN 中的连续数据注入应用于时间序列异常检测
IF 2.8 Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2024-02-27 DOI: 10.1049/qtc2.12088
Benjamin Kalfon, Soumaya Cherkaoui, Jean-Frédéric Laprade, Ola Ahmad, Shengrui Wang

Classical GAN architectures have shown interesting results for solving anomaly detection problems in general and for time series anomalies in particular, such as those arising in communication networks. In recent years, several quantum GAN (QGAN) architectures have been proposed in the literature. When detecting anomalies in time series using QGANs, huge challenges arise due to the limited number of qubits compared to the size of the data. To address these challenges, a new high-dimensional encoding approach, named Successive Data Injection (SuDaI) is proposed. In this approach, SuDaI explores a larger portion of the quantum state, compared to the conventional angle encoding method used predominantly in the literature. This is achieved through repeated data injections into the quantum state. SuDaI encoding allows the authors to adapt the QGAN for anomaly detection with network data of a much higher dimensionality than with the existing known QGANs implementations. In addition, SuDaI encoding applies to other types of high-dimensional time series and can be used in contexts beyond anomaly detection and QGANs, opening up therefore multiple fields of application.

经典的 GAN 架构在解决一般异常检测问题,特别是时间序列异常(如通信网络中出现的异常)方面取得了令人感兴趣的成果。近年来,文献中提出了几种量子 GAN(QGAN)架构。在使用 QGAN 检测时间序列异常时,由于量子比特的数量与数据的大小相比有限,因此面临着巨大的挑战。为了应对这些挑战,我们提出了一种新的高维编码方法,名为 "连续数据注入"(SuDaI)。在这种方法中,与文献中主要使用的传统角度编码方法相比,SuDaI 可以探索量子态的更大部分。这是通过向量子态重复注入数据实现的。与现有已知的 QGANs 实现方法相比,SuDaI 编码使作者能够利用维度更高的网络数据对 QGAN 进行异常检测。此外,SuDaI 编码还适用于其他类型的高维时间序列,可用于异常检测和 QGANs 之外的其他场合,因此开辟了多个应用领域。
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引用次数: 0
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 2.8 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 双曲量子网络上的远程量子能量隐形传态和分布
IF 2.8 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.

将能量传送到遥远的地方是量子信息科学技术面临的新挑战。开发一种将实验室系统中的局部能量转移到远程位置的方法将使量子网络中的非平凡能量流成为可能。从量子信息工程的角度出发,提出了一种利用双曲几何将局部能量分配到大量远程节点的方法。双曲网络由于节点数量呈指数增长,适合于大量子网络中的能量分配。为了实现远程量子能量隐形传态(QET),提出了一种量子态隐形传态和量子能量隐形传态的混合方法。通过量子隐形传态传输局部量子信息,并对该信息进行条件运算,理论上可以实现不受地理距离影响的量子效应。我们提出的方法将为未来大规模量子网络的新应用以及量子物理在信息工程中的潜在应用提供新的见解。
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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 2.8 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
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IET Quantum Communication
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