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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
QuDiet: A classical simulation platform for qubit-qudit hybrid quantum systems QuDiet:量子位-量子位混合量子系统的经典模拟平台
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2023-03-28 DOI: 10.1049/qtc2.12058
Turbasu Chatterjee, Arnav Das, Subhayu Kumar Bala, Amit Saha, Anupam Chattopadhyay, Amlan Chakrabarti

In recent years, numerous research advancements have extended the limit of classical simulation of quantum algorithms. Although, most of the state-of-the-art classical simulators are only limited to binary quantum systems, which restrict the classical simulation of higher-dimensional quantum computing systems. Through recent developments in higher-dimensional quantum computing systems, it is realised that implementing qudits improves the overall performance of a quantum algorithm by increasing memory space and reducing the asymptotic complexity of a quantum circuit. Hence, in this article, QuDiet, a state-of-the-art user-friendly python-based higher-dimensional quantum computing simulator is introduced. QuDiet offers multi-valued logic operations by utilising generalised quantum gates with an abstraction so that any naive user can simulate qudit systems with ease as compared to the existing ones. Various benchmark quantum circuits is simulated in QuDiet and show the considerable speedup in simulation time as compared to the other simulators without loss in precision. Finally, QuDiet provides a full qubit-qudit hybrid quantum simulator package with quantum circuit templates of well-known quantum algorithms for fast prototyping and simulation. Comprehensive simulation up to 20 qutrits circuit on depth 80 on QuDiet was successfully achieved. The complete code and packages of QuDiet is available at https://github.com/LegacYFTw/QuDiet.

近年来,众多研究进展扩展了量子算法经典模拟的极限。尽管如此,大多数最先进的经典模拟器仅局限于二进制量子系统,这限制了对高维量子计算系统的经典模拟。通过高维量子计算系统的最新发展,人们意识到实现量子点可以通过增加内存空间和降低量子电路的渐近复杂性来提高量子算法的整体性能。因此,本文介绍了 QuDiet,一个基于 python 的最先进的用户友好型高维量子计算模拟器。QuDiet 利用具有抽象性的通用量子门提供多值逻辑运算,因此与现有系统相比,任何天真的用户都能轻松模拟量子系统。QuDiet 模拟了各种基准量子电路,结果表明,与其他模拟器相比,QuDiet 的模拟时间大大缩短,而精度却没有降低。最后,QuDiet 提供了一个完整的量子比特-量子比特混合量子模拟器软件包,其中包含知名量子算法的量子电路模板,可用于快速原型设计和模拟。在 QuDiet 上成功实现了深度为 80 的 20 量子电路的全面仿真。QuDiet的完整代码和软件包可在https://github.com/LegacYFTw/QuDiet。
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引用次数: 3
Why should and how can quantum technologies be leveraged at national levels? 为什么以及如何在国家层面上利用量子技术?
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2023-03-21 DOI: 10.1049/qtc2.12057
AbdulMalek Baitulmal, Nadia Adem
Quantum technologies (QT) promise to change the landscape of technologies disruptively in diverse industries. For this reason, many nations around the globe are investing to emerge within the global quantum ecosystem through initiating national programs and international partnerships. Nonetheless, some other countries are still running behind and yet their governments need to take series actions to help their private and public sectors adapt to the looming changes, considering the new regulations required and the huge influence that QT will present in the near future. In this opinion piece, we provide, for the best of our knowledge, the first generally applicable, yet comprehensive and brief, framework for leveraging the emerging quantum technologies to facilitate the establishment of national initiatives properly. The insights presented in this article were driven based on investigating various approaches, initiatives, and roadmaps adopted globally and meeting with local and regional leaders, professionals, and governmental officials. Furthermore, taken into account socioeconomic and institutional dimensions of the Libyan society, we project the framework for the Libyan nation. This opinion piece is intended to inspire researchers, technical industrial experts, stakeholders, and governmental bodies to find roles they need to play to bring QT forward.
量子技术有望颠覆性地改变不同行业的技术格局。因此,全球许多国家都在投资,通过启动国家计划和国际伙伴关系,在全球量子生态系统中脱颖而出。尽管如此,其他一些国家仍在落后,但考虑到所需的新法规和QT在不久的将来将产生的巨大影响,它们的政府需要采取一系列行动,帮助私营和公共部门适应迫在眉睫的变化。在这篇观点文章中,据作者所知,他们提供了第一个普遍适用但全面而简短的框架,用于利用新兴的QT来促进适当制定国家倡议。本文中提出的见解是基于对全球采用的各种方法、举措和路线图的调查,以及与地方和地区领导人、专业人士和政府官员的会面。此外,考虑到利比亚社会的社会经济和体制层面,预测了利比亚国家的框架。这篇观点文章旨在激励研究人员、技术行业专家、利益相关者和政府机构找到他们需要发挥的作用,以推动QT的发展。
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引用次数: 0
Quantum computing in India: Recent developments and future 印度量子计算的最新发展和未来
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2023-03-21 DOI: 10.1049/qtc2.12056
Varun G. Menon, Mainak Adhikari

Quantum computing combines mathematics, quantum physics, and computer science to optimise, learn, and simulate chemical, physical, and biological systems. It offers the ability to solve problems in a unique method and to speed up solutions compared to standard procedures. This computing may solve issues with intractable inputs. With the capabilities of quantum computers and the availability of quantum development kits, quantum computing is expected to become ubiquitous, and the demand for trained people is expected to rise significantly. Quantum technologies are rapidly developing globally with substantial disruptive potential. Quantum technology is opening up new frontiers in computing, communications, and cyber security with widespread applications. The range of quantum technologies is expected to be one of the significant technology disruptions that will change the entire paradigm of computation, communication, and encryption. It is perceived that the countries that achieve an edge in this emerging field will have a more significant advantage in garnering multifold economic growth and dominant leadership roles. It is expected that lots of commercial applications will emerge from the developing theoretical constructs in this area. In India, there is a growing interest in quantum computing and communication with active participation from students, developers, industry, and academia, leading to many recent initiatives and developments. This article provides an overview of some of the recent developments of quantum computing in India and the future ahead.

In its 2020 budget, the Indian government announced the National Mission on Quantum Technologies and Applications, which will be run by the Department of Science and Technology with a budget of 80 billion INR over five years [1]. Among the next-generation technologies that will be pushed by this mission are quantum computers and computing, quantum communication, quantum key distribution, cryptanalysis, quantum devices, quantum sensing, quantum materials, quantum clocks, and so on. The mission will focus on basic science, technology development, building up human and infrastructure resources, innovation, and new businesses to solve problems that are important to the country. By putting the mission into action, India would be able to develop and use quantum computers, secure communications through fibre and free space, quantum encryption and cryptanalysis, and other related technologies. It would also be able to deal with national and regional problems that are unique to India.

International Business Machines (IBM) and the Indian Institute of Technology, Madras (IIT-Madras) joined forces in September 2022 to help India learn more about quantum computing and accelerate research [2]. With this partnership, IIT Madras becomes one of the more than 180 members of the IBM Quantum Network around the world. IIT Madras is also the "first Indian institution" to join t

该小组正在共同开发用于商业和军事应用的量子计算机。2020年12月,印度DRDO青年科学家实验室为量子技术开发了一个量子随机数生成器。它可以检测随机量子事件并将其转换为二进制数流,这代表着印度量子技术的重大进步。量子计算机由于其强大的特性,在设计、构建和编写代码方面极具挑战性。训练一个人工智能模型来识别图片中的事物将是多么具有挑战性,这并不奇怪。由于量子计算的复杂性,量子计算机和程序容易受到噪声和缺陷错误的影响,以及量子相干的损失。随着量子位数量的增加,保持这些量子位与周围环境的隔离变得越来越困难。结果,退相干几乎肯定会发生,这导致引入了几个误差。量子计算和人工智能的一些主要应用领域包括金融服务和医疗保健、寻找数学问题的解决方案以及检测欺诈活动和网络攻击。图1总结了印度量子计算和通信的最新发展以及未来计划。在印度,人们对量子计算产生了极大的兴趣,学生、开发者、工业界和学术界都积极参与其中,导致了最近的许多举措和发展。该国也有望很快成为量子计算的人才中心。当前的需要是普及量子计算技术及其优势和应用,同时建立足够的量子计算能力,并培养建造和运行实用尺寸、成本合理的量子计算机的技能。在大学层面引入更多的教育课程,将量子科学与工程发展成为一门将培养大量科学技术人才的学科。印度计划在2026年前开发一种约有50个量子位的量子计算机,加入澳大利亚和以色列等许多国家的行列,推动这项新兴技术的更广泛应用。在未来5年,印度将在各种项目上投资10亿美元,以提高其在量子信息和气象学、量子应用和材料以及量子通信方面的能力。印度估计,使用量子技术的企业比例将从2022年的不到1%增加到2030年的35%至45%。目前,该国有14或15家初创公司致力于量子技术的商业应用,但预计在未来十年内,这一数字将攀升至400至500家。Varun G.Menon:概念化;数据管理;调查资源;验证;可视化;写作——初稿;写作-复习&amp;编辑。Mainak Adhikari:概念化;形式分析;项目管理;监督;写作——初稿;写作-复习&amp;编辑。
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引用次数: 0
Rotational abstractions for verification of quantum Fourier transform circuits 量子傅立叶变换电路验证的旋转抽象
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2023-03-13 DOI: 10.1049/qtc2.12055
Arun Govindankutty, Sudarshan K. Srinivasan, Nimish Mathure

With the race to build large-scale quantum computers and efforts to exploit quantum algorithms for efficient problem solving in science and engineering disciplines, the requirement to have efficient and scalable verification methods are of vital importance. A novel formal verification method that is targeted at Quantum Fourier Transform (QFT) circuits is proposed. Quantum Fourier Transform is a fundamental quantum algorithm that forms the basis of many quantum computing applications. The verification method employs abstractions of quantum gates used in QFT that leads to a reduction of the verification problem from Hilbert space to the quantifier free logic of bit-vectors. Very efficient decision procedures are available to reason about bit-vectors. Therefore, this method is able to scale up to the verification of QFT circuits with 10,000 qubits and 50 million quantum gates, providing a meteoric advance in the size of QFT circuits thus far verified using formal verification methods.

随着建造大规模量子计算机的竞赛以及利用量子算法在科学和工程学科中高效解决问题的努力,对高效和可扩展的验证方法的要求至关重要。针对量子傅立叶变换(QFT)电路,提出了一种新的形式化验证方法。量子傅立叶变换是一种基本的量子算法,它构成了许多量子计算应用的基础。该验证方法采用了QFT中使用的量子门的抽象,从而将验证问题从希尔伯特空间简化为位向量的无量词逻辑。非常有效的决策过程可用于对比特向量进行推理。因此,这种方法能够扩展到具有10000个量子位和5000万个量子门的QFT电路的验证,为迄今为止使用正式验证方法验证的QFT芯片的规模提供了巨大的进步。
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引用次数: 0
Enhancing satellite-to-ground communication using quantum key distribution 利用量子密钥分发增强星地通信
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2023-03-03 DOI: 10.1049/qtc2.12053
Keshav Kasliwal, Jayanthi P N, Adarsh Jain, Rajesh Kumar Bahl

Classical Cryptography has been in use for a long time. It has been the only way of securing people's communication. However, there are some flaws observed during the execution of classical cryptography. One of them being the staunch belief that the number composed of multiplication of two large prime numbers cannot be factorised easily, which is under a threat thanks to the computational power of the quantum computers. The next flaw is the non-detection of the hacker, both of which can be eliminated by using quantum mechanical principles for encryption purposes, which is known as quantum cryptography. Quantum Key Distribution, which provides an information-theoretically safe solution to the key exchange problem, is the most well-known example of quantum cryptography. The benefit of quantum cryptography is that it makes it possible to perform a variety of cryptographic operations that have been demonstrated or are hypothesised to be impractical when using solely traditional (i.e., non-quantum) communication. Free-space quantum communication has been successfully demonstrated across 300 m by the Indian Space Research Organization (ISRO) in March 2021. With this, ISRO is trying to achieve the same using a satellite-based communication mechanism, which would revolutionise the mode of modern communication. It is justified that the key generation rate depends on factors like the aperture diameter of the sender and receiver, distance between them, the quantum bit error rate, and many more. The results vary with the parameters in the discussion as explained in the upcoming sections. The avenue of different types of losses that occur while transmitting at large distances, such as Atmospheric Loss, Pointing Loss and Geometric Loss, is explored.

经典密码学已经使用了很长时间。这是确保人们交流的唯一途径。然而,在执行经典密码学的过程中,观察到了一些缺陷。其中之一是坚信,由两个大素数相乘组成的数字不容易分解,由于量子计算机的计算能力,这一数字受到了威胁。下一个缺陷是没有检测到黑客,这两个缺陷都可以通过使用量子力学原理进行加密来消除,这就是所谓的量子密码学。量子密钥分发是量子密码学中最著名的例子,它为密钥交换问题提供了理论上安全的信息解决方案。量子密码学的好处是,它可以执行各种已经证明或假设在仅使用传统(即非量子)通信时不切实际的密码操作。2021年3月,印度空间研究组织(ISRO)成功演示了300米自由空间量子通信。据此,印度空间研究组织正试图利用基于卫星的通信机制实现这一目标,这将彻底改变现代通信模式。可以证明,密钥生成率取决于发送器和接收器的孔径、它们之间的距离、量子误码率等因素。结果随着讨论中的参数而变化,如在接下来的章节中所解释的。探讨了在大距离传输时发生的不同类型损耗的途径,如大气损耗、指向损耗和几何损耗。
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引用次数: 2
Quantum finite difference solvers for physics simulation 用于物理模拟的量子有限差分求解器
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2023-03-03 DOI: 10.1049/qtc2.12054
Anthony Chagneau, Laëticia Nathoo, Jérémy Alloul, Bertrand Gabriel

Physics systems are becoming increasingly complex and require more and more computing time. Quantum computing, which has shown its efficiency on some problems, such as the factorisation of a number with Shor's algorithm, may be the solution to reduce these computation times. Here, the authors propose two quantum numerical schemes for the simulation of physics phenomena, based on the finite difference method. The aim is to see if quantum versions of standard numerical schemes offer an advantage over their classical counterparts, either in accuracy, stability or computation time. First, the authors will present the different phenomena studied as well as the classical solution methods chosen. The authors will then describe the implementation of the quantum numerical schemes and present some results obtained on the different physics phenomena beforehand and then compare both approaches, classical and quantum.

物理系统变得越来越复杂,需要越来越多的计算时间。量子计算在一些问题上已经显示出了它的效率,比如用Shor算法对数字进行因子分解,它可能是减少这些计算时间的解决方案。在此,作者基于有限差分法,提出了两种用于模拟物理现象的量子数值方案。其目的是看看标准数值格式的量子版本是否在精度、稳定性或计算时间方面优于经典版本。首先,作者将介绍所研究的不同现象以及所选择的经典求解方法。然后,作者将描述量子数值方案的实现,并介绍预先对不同物理现象获得的一些结果,然后比较经典和量子两种方法。
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引用次数: 0
期刊
IET Quantum Communication
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