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Hybrid-quantum approach for the optimal lockdown to stop the SARS-CoV-2 community spread subject to maximising nation economy globally 采用混合量子方法阻止 SARS-CoV-2 在全球范围内的传播,同时实现国家经济最大化
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2023-09-01 DOI: 10.1049/qtc2.12068
Kunal Das, Sahil Zaman, Alex Khan, Arindam Sadhu, Subhasree Bhattacharjee, Faisal Shah Khan, Bikramjit Sarkar

SARS-CoV-2 epidemic (severe acute respiratory corona virus 2 syndromes) has caused major impacts on a global scale. Several countries, including India, Europe, U.S.A., introduced a full state/nation lockdown to minimise the disease transmission through human interaction after the virus entered the population and to minimise the loss of human life. Millions of people have gone unemployed due to lockdown implementation, resulting in business and industry closure and leading to a national economic slowdown. Therefore, preventing the spread of the COVID-19 virus in the world while also preserving the global economy is an essential problem requiring an effective and immediate solution. Using the compartmental epidemiology S, E, I, R or D (Susceptible, Exposed, Infectious, Recovery or Death) model extended to multiple population regions, the authors predict the evolution of the SARS-CoV-2 disease and construct an optimally scheduled lockdown calendar to execute lockdown over phases, using the well-known Knapsack problem. A comparative analysis of both classical and quantum models shows that our model decreases SARS-CoV-2 active cases while retaining the average global economic factor, Gross Domestic Product, in contrast to the scenario with no lockdown.

SARS-CoV-2 流行病(严重急性呼吸道冠状病毒 2 综合征)在全球范围内造成了重大影响。包括印度、欧洲、美国在内的一些国家实行了全州/全国封锁,以尽量减少病毒进入人群后通过人际交往传播疾病,并尽量减少人员伤亡。由于实施封锁,数百万人失业,造成工商业倒闭,导致国家经济放缓。因此,既要防止 COVID-19 病毒在全球扩散,又要保护全球经济,是一个需要立即有效解决的重要问题。作者利用扩展到多个人口区域的分区流行病学 S、E、I、R 或 D(易感、暴露、感染、恢复或死亡)模型,预测了 SARS-CoV-2 疾病的演变,并利用著名的 Knapsack 问题构建了一个最优排定的封锁日历,以分阶段执行封锁。对经典模型和量子模型的比较分析表明,与不封锁的情况相比,我们的模型减少了 SARS-CoV-2 活跃病例,同时保留了全球平均经济要素--国内生产总值。
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引用次数: 0
Analysis of outage performance in a 6G-V2X communications system utilising free-space optical quantum key distribution 利用自由空间光量子密钥分发的 6G-V2X 通信系统的中断性能分析
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2023-08-25 DOI: 10.1049/qtc2.12067
Hu Yuan, Daniel S. Fowler, Carsten Maple, Gregory Epiphaniou

Quantum-based technologies will provide system engineers with new capabilities for securing data communications. The UK AirQKD project has implemented a Free-Space Optical Quantum Key Distribution (QKD) system to enable the continuous generation of symmetric encryption keys. One of the use cases for the generated keys is to secure Vehicle-to-Everything (V2X) communications. V2X applications would benefit from the certificate-free security provided by QKD for a post-quantum society. How FSO-QKD could integrate into a V2X architecture is examined. An overview of V2X is provided with the role that FSO-QKD could secure V2X data though some obstacles exist. One of the issues with 6G communications is the potential line-of-sight (LOS) considerations between the V2X devices. The modelling required for LOS is examined to analyse the outage performance of the building to infrastructure links in the 6G architecture. The results from the model show that further work is required if 6G LOS communications are going to be relied upon for future safety-critical V2X applications.

量子技术将为系统工程师提供保障数据通信安全的新能力。英国的 AirQKD 项目采用了自由空间光学量子密钥分发 (QKD) 系统,可持续生成对称加密密钥。生成密钥的用例之一是确保车对车(V2X)通信的安全。V2X 应用将受益于 QKD 为后量子社会提供的无证书安全性。本文探讨了 FSO-QKD 如何集成到 V2X 架构中。概述了 V2X 的作用,FSO-QKD 可以确保 V2X 数据的安全,尽管还存在一些障碍。6G 通信的问题之一是 V2X 设备之间潜在的视线(LOS)问题。为分析 6G 架构中建筑物到基础设施链路的中断性能,对 LOS 所需的建模进行了研究。模型结果表明,如果未来的安全关键型 V2X 应用要依靠 6G LOS 通信,还需要进一步的工作。
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引用次数: 1
Quantum protocol for decision making and verifying truthfulness among N-quantum parties: Solution and extension of the quantum coin flipping game N 量子方之间决策和验证真实性的量子协议:量子翻硬币游戏的解决方案和扩展
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2023-08-24 DOI: 10.1049/qtc2.12066
Kazuki Ikeda, Adam Lowe

The authors devised a protocol that allows two parties, who may malfunction or intentionally convey incorrect information in communication through a quantum channel, to verify each other's measurements and agree on each other's results. This has particular relevance in a modified version of the quantum coin flipping game. The key innovation of the authors’ work includes the new design of a quantum coin that excludes any advantage of cheating, by which the long-standing problem of the fair design of the game is, affirmatively, solved. Furthermore, the analysis is extended to N-parties communicating with each other, where multiple solutions for the verification of each player's measurement is proposed. The results in the N-party scenario could have particular relevance for the implementation of future quantum networks, where verification of quantum information is a necessity.

作者设计了一种协议,允许在通过量子信道进行通信时可能出现故障或故意传递错误信息的双方验证彼此的测量结果并达成一致。这在量子翻硬币游戏的改进版中尤为重要。作者工作的关键创新点包括量子硬币的新设计,它排除了作弊的任何优势,从而肯定地解决了长期存在的游戏公平设计问题。此外,分析还扩展到了相互通信的 N 方,提出了验证每个玩家测量结果的多种解决方案。N 方方案的结果可能对未来量子网络的实施具有特殊意义,因为量子信息的验证是必要的。
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引用次数: 5
Modular quantum circuits for secure communication 用于安全通信的模块量子电路
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2023-08-16 DOI: 10.1049/qtc2.12065
Andrea Ceschini, Antonello Rosato, Massimo Panella

Quasi-chaotic generators are used for producing a pseudorandom behaviour that can be used for encryption/decryption and secure communications, introducing an implementation of them based on quantum technology. Namely, the authors propose a quasi-chaotic generator based on quantum modular addition and quantum modular multiplication and they prove that quantum computing allows the parallel processing of data, paving the way for a fast and robust multi-channel encryption/decryption scheme. The resulting structure is validated by means of several experiments, which assessed the performance with respect to the original VLSI solution and ascertained the desired noise-like behaviour.

准混沌发生器用于产生可用于加密/解密和安全通信的伪随机行为,介绍了基于量子技术的准混沌发生器的实现。也就是说,作者提出了一种基于量子模块加法和量子模块乘法的准混沌发生器,并证明量子计算允许并行处理数据,为快速、稳健的多通道加密/解密方案铺平了道路。通过几项实验验证了由此产生的结构,这些实验评估了与原始 VLSI 解决方案相比的性能,并确定了所需的类噪声行为。
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引用次数: 0
Y00 quantum noise randomised cipher; theoretical and experimental background Y00 量子噪声随机密码;理论和实验背景
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2023-07-12 DOI: 10.1049/qtc2.12064
Talehisa Iwakoshi

As past works have shown, information-theoretically secure implementations transmitters of Y00 quantum noise randomised cypher are possible. An advance to the provably secure Y00 protocol by bridging gaps between experimental results and theoretical analyses under so-called quantum collective measurement attacks with known plaintexts is aimed. It would be the strongest attack on the Y00 protocol in the context of quantum key distribution protocols. However, recently proposed security evaluations under the attacks were too abstract to apply to experiments. Therefore, security analyses directly evaluable with the equipped Y00 transmitters under attack are offered. Thus, new security indices are proposed instead of ordinary security measures, such as the bit-error-rate guarantee between optical signals or a masking size. Contrarily, unsolved problems are also listed.

过去的研究表明,Y00 量子噪声随机加密算法的信息理论安全实现是可能的。我们的目标是,在已知明文的所谓量子集体测量攻击下,通过弥合实验结果与理论分析之间的差距,推进可证明安全的 Y00 协议。这将是量子密钥分发协议中对 Y00 协议的最强攻击。然而,最近提出的攻击下的安全性评估过于抽象,无法应用于实验。因此,我们提出了可直接评估配备的 Y00 发送器在攻击下的安全性分析。因此,我们提出了新的安全指数,而不是普通的安全措施,例如光信号之间的误码率保证或掩码大小。此外,还列出了尚未解决的问题。
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引用次数: 0
Deep reinforcement learning-based routing and resource assignment in quantum key distribution-secured optical networks 量子密钥分发安全光网络中基于深度强化学习的路由和资源分配
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2023-06-26 DOI: 10.1049/qtc2.12063
Purva Sharma, Shubham Gupta, Vimal Bhatia, Shashi Prakash

In quantum key distribution-secured optical networks (QKD-ONs), constrained network resources limit the success probability of QKD lightpath requests (QLRs). Thus, the selection of an appropriate route and the efficient utilisation of network resources for establishment of QLRs are the essential and challenging problems. This work addresses the routing and resource assignment (RRA) problem in the quantum signal channel of QKD-ONs. The RRA problem of QKD-ONs is a complex decision making problem, where appropriate solutions depend on understanding the networking environment. Motivated by the recent advances in deep reinforcement learning (DRL) for complex problems and also because of its capability to learn directly from experiences, DRL is exploited to solve the RRA problem and a DRL-based RRA scheme is proposed. The proposed scheme learns the optimal policy to select an appropriate route and assigns suitable network resources for establishment of QLRs by using deep neural networks. The performance of the proposed scheme is compared with the deep-Q network (DQN) method and two baseline schemes, namely, first-fit (FF) and random-fit (RF) for two different networks, namely The National Science Foundation Network (NSFNET) and UBN24. Simulation results indicate that the proposed scheme reduces blocking by 7.19%, 10.11%, and 33.50% for NSFNET and 2.47%, 3.20%, and 19.60% for UBN24 and improves resource utilisation up to 3.40%, 4.33%, and 7.18% for NSFNET and 1.34%, 1.96%, and 6.44% for UBN24 as compared with DQN, FF, and RF, respectively.

在量子密钥分发安全光网络(QKD ON)中,受限的网络资源限制了QKD光路请求(QLR)的成功概率。因此,选择合适的路由和有效利用网络资源来建立QLR是至关重要的和具有挑战性的问题。这项工作解决了QKD ONs量子信号信道中的路由和资源分配(RRA)问题。QKD on的RRA问题是一个复杂的决策问题,其中适当的解决方案取决于对网络环境的理解。受针对复杂问题的深度强化学习(DRL)的最新进展的启发,也由于其直接从经验中学习的能力,DRL被用于解决RRA问题,并提出了一种基于DRL的RRA方案。所提出的方案学习最优策略以选择合适的路由,并通过使用深度神经网络为QLR的建立分配合适的网络资源。将所提出的方案的性能与深度Q网络(DQN)方法以及两种不同网络(即国家科学基金会网络(NSFNET)和UBN24)的首次拟合(FF)和随机拟合(RF)基线方案进行了比较。仿真结果表明,与DQN、FF和RF相比,所提出的方案将NSFNET的阻塞减少7.19%、10.11%和33.50%,将UBN24的阻塞减少2.47%、3.20%和19.60%,并将资源利用率分别提高到3.40%、4.33%和7.18%,将UBN2 4的资源利用率提高到1.34%、1.96%和6.44%。
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引用次数: 1
Research on information lossless teleportation via the W states 通过 W 状态进行无损信息传送的研究
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2023-06-17 DOI: 10.1049/qtc2.12062
Ao Wang, Yu-Zhen Wei, Zong-Yi Li, Min Jiang

In this article, a protocol for information lossless teleportation using W states is proposed. Firstly, the information lossless teleportation of an unknown state with a maximally entangled W-state channel, which protects the original unknown state information even in case of teleportation failure is investigated. Next, we generalise our scheme to non-maximally entangled W-state channels. Finally, the principle of the proposed scheme is validated by performing experiments on the quantum circuit simulator Quirk. Our study shows that W states can be used to teleport any quantum state without information loss through single-qubit measurements and local unitary operations.

本文提出了一种利用 W 状态进行信息无损远传的协议。首先,我们研究了利用最大纠缠 W 状态信道对未知状态进行信息无损远距传输,即使在远距传输失败的情况下也能保护原始未知状态信息。接下来,我们将方案推广到非最大纠缠 W 状态信道。最后,通过在量子电路模拟器 Quirk 上进行实验,验证了所提方案的原理。我们的研究表明,通过单量子比特测量和局部单元操作,W态可以用来远传任何量子态,而不会造成信息丢失。
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引用次数: 0
User trajectory prediction in mobile wireless networks using quantum reservoir computing 基于量子库计算的移动无线网络用户轨迹预测
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2023-06-14 DOI: 10.1049/qtc2.12061
Zoubeir Mlika, Soumaya Cherkaoui, Jean Frédéric Laprade, Simon Corbeil-Letourneau

This paper applies a quantum machine learning technique to predict mobile users' trajectories in mobile wireless networks by using an approach called quantum reservoir computing (QRC). Mobile users' trajectories prediction belongs to the task of temporal information processing, and it is a mobility management problem that is essential for self-organising and autonomous 6G networks. Our aim is to accurately predict the future positions of mobile users in wireless networks using QRC. To do so, the authors use a real-world time series dataset to model mobile users' trajectories. The QRC approach has two components: reservoir computing (RC) and quantum computing (QC). In RC, the training is more computational-efficient than the training of simple recurrent neural networks since, in RC, only the weights of the output layer are trainable. The internal part of RC is what is called the reservoir. For the RC to perform well, the weights of the reservoir should be chosen carefully to create highly complex and non-linear dynamics. The QC is used to create such dynamical reservoir that maps the input time series into higher dimensional computational space composed of dynamical states. After obtaining the high-dimensional dynamical states, a simple linear regression is performed to train the output weights and, thus, the prediction of the mobile users' trajectories can be performed efficiently. In this study, we apply a QRC approach based on the Hamiltonian time evolution of a quantum system. The authors simulate the time evolution using IBM gate-based quantum computers, and they show in the experimental results that the use of QRC to predict the mobile users' trajectories with only a few qubits is efficient and can outperform the classical approaches such as the long short-term memory approach and the echo-state networks approach.

本文将量子机器学习技术应用于移动无线网络中移动用户的轨迹预测,使用一种称为量子库计算(QRC)的方法。移动用户的轨迹预测属于时间信息处理任务,是自组织和自主6G网络所必需的移动管理问题。我们的目标是使用QRC准确预测移动用户在无线网络中的未来位置。为此,作者使用真实世界的时间序列数据集对移动用户的轨迹进行建模。QRC方法有两个组成部分:储层计算(RC)和量子计算(QC)。在RC中,训练比简单递归神经网络的训练更具计算效率,因为在RC中只有输出层的权重是可训练的。RC的内部就是所谓的蓄水池。为了使RC表现良好,应仔细选择储层的重量,以创建高度复杂和非线性的动力学。QC用于创建这样的动态库,该库将输入时间序列映射到由动态状态组成的高维计算空间中。在获得高维动态状态后,执行简单的线性回归来训练输出权重,从而可以有效地执行移动用户轨迹的预测。在这项研究中,我们应用了一种基于量子系统哈密顿时间演化的QRC方法。作者使用基于IBM门的量子计算机模拟了时间演化,并在实验结果中表明,使用QRC仅用几个量子位预测移动用户的轨迹是有效的,并且可以优于长短期记忆方法和回声状态网络方法等经典方法。
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引用次数: 0
Quantum for 6G communication: A perspective 量子技术在6G通信中的应用前景
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2023-05-31 DOI: 10.1049/qtc2.12060
Muhammad Zulfiqar Ali, Abdoalbaset Abohmra, Muhammad Usman, Adnan Zahid, Hadi Heidari, Muhammad Ali Imran, Qammer H. Abbasi

In the technologically changing world, the demand for ultra-reliable, faster, low power, and secure communication has significantly risen in recent years. Researchers have shown immense interest in emerging quantum computing (QC) due to its potentials of solving the computing complexity in the robust and efficient manner. It is envisioned that QC can act as critical enablers and strong catalysts to considerably reduce the computing complexities and boost the future of sixth generation (6G) and beyond communication systems in terms of their security. In this study, the fundamentals of QC, the evolution of quantum communication that encompasses a wide spectrum of technologies and applications and quantum key distribution, which is one of the most promising applications of quantum security, have been presented. Furthermore, various parameters and important techniques are also investigated to optimise the performance of 6G communication in terms of their security, computing, and communication efficiency. Towards the end, potential challenges that QC and quantum communication may face in 6G have been highlighted along with future directions.

近年来,在技术不断变化的世界中,对超可靠、更快、低功耗和安全通信的需求显著增加。研究人员对新兴的量子计算(QC)表现出了极大的兴趣,因为它有可能以稳健和高效的方式解决计算复杂性。据设想,QC可以作为关键的推动者和强大的催化剂,大大降低计算复杂性,并在安全性方面促进第六代(6G)及其他通信系统的未来。在这项研究中,介绍了QC的基本原理、包括广泛技术和应用的量子通信的演变以及量子密钥分发,这是量子安全最有前景的应用之一。此外,还研究了各种参数和重要技术,以优化6G通信的安全性、计算和通信效率。最后,QC和量子通信在6G中可能面临的潜在挑战以及未来的方向都得到了强调。
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引用次数: 1
Quantum privacy-preserving service for secure lane change in vehicular networks 用于车辆网络安全换道的量子隐私保护服务
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2023-03-30 DOI: 10.1049/qtc2.12059
Zeinab Rahmani, Luis S. Barbosa, Armando N. Pinto

Secure Multiparty Computation (SMC) enables multiple parties to cooperate securely without compromising their privacy. SMC has the potential to offer solutions for privacy obstacles in vehicular networks. However, classical SMC implementations suffer from efficiency and security challenges. To address this problem, two quantum communication technologies, Quantum Key Distribution (QKD) and Quantum Oblivious Key Distribution were utilised. These technologies supply symmetric and oblivious keys respectively, allowing fast and secure inter-vehicular communications. These quantum technologies are integrated with the Faster Malicious Arithmetic Secure Computation with Oblivious Transfer (MASCOT) protocol to form a Quantum Secure Multiparty Computation (QSMC) platform. A lane change service is implemented in which vehicles broadcast private information about their intention to exit the highway. The proposed QSMC approach provides unconditional security even against quantum computer attacks. Moreover, the communication cost of the quantum approach for the lane change use case has decreased by 97% when compared to the classical implementation. However, the computation cost has increased by 42%. For open space scenarios, the reduction in communication cost is especially important, because it conserves bandwidth in the free-space radio channel, outweighing the increase in computation cost.

安全多方计算(SMC)使多方能够在不损害其隐私的情况下安全合作。SMC有潜力为车辆网络中的隐私障碍提供解决方案。然而,传统的SMC实现存在效率和安全性方面的挑战。为了解决这个问题,使用了两种量子通信技术,量子密钥分发(QKD)和量子遗忘密钥分发。这些技术分别提供对称密钥和遗忘密钥,实现快速安全的车内通信。这些量子技术与具有遗忘传输的更快恶意算术安全计算(MASCOT)协议集成,形成量子安全多方计算(QSMC)平台。实现了变道服务,其中车辆广播关于其离开高速公路的意图的私人信息。所提出的QSMC方法提供了无条件的安全性,甚至可以抵御量子计算机攻击。此外,与经典实现相比,变道用例的量子方法的通信成本降低了97%。然而,计算成本增加了42%。对于开放空间场景,通信成本的降低尤其重要,因为它节省了自由空间无线电信道的带宽,超过了计算成本的增加。
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引用次数: 0
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IET Quantum Communication
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