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Quantum simulation and quantum computation of noisy-intermediate scale
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作者 Kai Xu Heng Fan 《Chinese Physics B》 SCIE EI CAS CSCD 2022年第10期1-7,共7页
In the past years, great progresses have been made on quantum computation and quantum simulation. Increasing the number of qubits in the quantum processors is expected to be one of the main motivations in the next yea... In the past years, great progresses have been made on quantum computation and quantum simulation. Increasing the number of qubits in the quantum processors is expected to be one of the main motivations in the next years, while noises in manipulation of quantum states may still be inevitable even the precision will improve. For research in this direction, it is necessary to review the available results about noisy multiqubit quantum computation and quantum simulation. The review focuses on multiqubit state generations, quantum computational advantage, and simulating physics of quantum many-body systems. Perspectives of near term noisy intermediate-quantum processors will be discussed. 展开更多
关键词 quantum computation quantum simulation many-body physics quantum supremacy noisy intermediate-scale quantum technologies
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Exact quantum algorithm for unit commitment optimization based on partially connected quantum neural networks
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作者 Jian Liu Xu Zhou +1 位作者 Zhuojun Zhou Le Luo 《Chinese Physics B》 2025年第10期303-312,共10页
The quantum hybrid algorithm has recently become a very promising and speedy method for solving larger-scale optimization problems in the noisy intermediate-scale quantum(NISQ)era.The unit commitment(UC)problem is a f... The quantum hybrid algorithm has recently become a very promising and speedy method for solving larger-scale optimization problems in the noisy intermediate-scale quantum(NISQ)era.The unit commitment(UC)problem is a fundamental problem in the field of power systems that aims to satisfy the power balance constraint with minimal cost.In this paper,we focus on the implementation of the UC solution using exact quantum algorithms based on the quantum neural network(QNN).This method is tested with a ten-unit system under the power balance constraint.In order to improve computing precision and reduce network complexity,we propose a knowledge-based partially connected quantum neural network(PCQNN).The results show that exact solutions can be obtained by the improved algorithm and that the depth of the quantum circuit can be reduced simultaneously. 展开更多
关键词 quantum computing quantum algorithm unit commitment quantum neural network noisy intermediate-scale quantum era
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Robust Quantum Secure Direct Communication and Deterministic Secure Quantum Communication over Collective Dephasing Noisy Channel 被引量:2
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作者 YUAN Hao SONG Jun +4 位作者 HE Qin HAN Lian-Fang HOU Kui HU Xiao-Yuan SHI Shou-Hua 《Communications in Theoretical Physics》 SCIE CAS CSCD 2008年第9期627-632,共6页
We propose two schemes for quantum secure direct communication (QSDC) and deterministic securequantum communication (DSQC) over collective dephasing noisy channel.In our schemes,four special two-qubit statesare used a... We propose two schemes for quantum secure direct communication (QSDC) and deterministic securequantum communication (DSQC) over collective dephasing noisy channel.In our schemes,four special two-qubit statesare used as the quantum channel.Since these states are unchanged through the collective dephasing noisy channel,the effect of the channel noise can be perfectly overcome.Simultaneously,the security against some usual attacks canbe ensured by utilizing the various checking procedures.Furthermore,these two schemes are feasible with present-daytechnique. 展开更多
关键词 quantum secure direct communication deterministic secure quantum communication collective dephasing noisy channel special two-qubit states
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Properties on the distant distribution of entanglement for arbitrary two-qubit pure states via noisy quantum channels
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作者 王琼 李际新 曾浩生 《Chinese Physics B》 SCIE EI CAS CSCD 2009年第4期1357-1361,共5页
This paper investigates the change of entanglement for transmitting an arbitrarily entangled two-qubit pure state via one of three typical kinds of noisy quantum channels: amplitude damping quantum channel, phase dam... This paper investigates the change of entanglement for transmitting an arbitrarily entangled two-qubit pure state via one of three typical kinds of noisy quantum channels: amplitude damping quantum channel, phase damping quantum channel and depolarizing quantum channel. It finds, in all these three cases, that the output distant entanglement (measured by concurrence) reduces proportionately with respect to its initial amount, and the decaying ratio is determined only by the noisy characteristics of quantum channels and independent of the form of initial input state. 展开更多
关键词 entanglement distribution quantum noisy channel CONCURRENCE
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Quantum walks with coins undergoing different quantum noisy channels
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作者 秦豪 薛鹏 《Chinese Physics B》 SCIE EI CAS CSCD 2016年第1期474-479,共6页
Quantum walks have significantly different properties compared to classical random walks, which have potential applications in quantum computation and quantum simulation. We study Hadamard quantum walks with coins und... Quantum walks have significantly different properties compared to classical random walks, which have potential applications in quantum computation and quantum simulation. We study Hadamard quantum walks with coins undergoing different quantum noisy channels and deduce the analytical expressions of the first two moments of position in the long- time limit. Numerical simulations have been done, the results are compared with the analytical results, and they match extremely well. We show that the variance of the position distributions of the walks grows linearly with time when enough steps are taken and the linear coefficient is affected by the strength of the quantum noisy channels. 展开更多
关键词 quantum walks quantum noisy channels
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Controlling transfer of quantum correlations among bi-partitions of a composite quantum system by combining different noisy environments
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作者 张修兴 李福利 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第11期53-66,共14页
The correlation dynamics are investigated for various bi-partitions of a composite quantum system consisting of two qubits and two independent and non-identical noisy environments. The two qubits have no direct intera... The correlation dynamics are investigated for various bi-partitions of a composite quantum system consisting of two qubits and two independent and non-identical noisy environments. The two qubits have no direct interaction with each other and locally interact with their environments. Classical and quantum correlations including the entanglement are initially prepared only between the two qubits. We find that contrary to the identical noisy environment case, the quantum correlation transfer direction can be controlled by combining different noisy environments. The amplitude- damping environment determines whether there exists the entanglement transfer among bi-partitions of the system. When one qubit is coupled to an amplitude-damping environment and the other one to a bit-flip one, we find a very interesting result that all the quantum and the classical correlations, and even the entanglement, originally existing between the qubits, can be completely transferred without any loss to the qubit coupled to the bit-flit environment and the amplitude-damping environment. We also notice that it is possible to distinguish the quantum correlation from the classical correlation and the entanglement by combining different noisy environments. 展开更多
关键词 quantum correlation noisy environment
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Protected simultaneous quantum remote state preparation scheme by weak and reversal measurements in noisy environments
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作者 Mandal Manoj Kumar Choudhury Binayak S. Samanta Soumen 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第2期169-177,共9页
We discuss a quantum remote state preparation protocol by which two parties, Alice and Candy, prepare a single-qubit and a two-qubit state, respectively, at the site of the receiver Bob. The single-qubit state is know... We discuss a quantum remote state preparation protocol by which two parties, Alice and Candy, prepare a single-qubit and a two-qubit state, respectively, at the site of the receiver Bob. The single-qubit state is known to Alice while the two-qubit state which is a non-maximally entangled Bell state is known to Candy. The three parties are connected through a single entangled state which acts as a quantum channel. We first describe the protocol in the ideal case when the entangled channel under use is in a pure state. After that, we consider the effect of amplitude damping(AD) noise on the quantum channel and describe the protocol executed through the noisy channel. The decrement of the fidelity is shown to occur with the increment in the noise parameter. This is shown by numerical computation in specific examples of the states to be created. Finally, we show that it is possible to maintain the label of fidelity to some extent and hence to decrease the effect of noise by the application of weak and reversal measurements. We also present a scheme for the generation of the five-qubit entangled resource which we require as a quantum channel. The generation scheme is run on the IBMQ platform. 展开更多
关键词 multi-qubit entangled channel quantum remote state preparation noisy environments weak and reversal measurements
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Validation of a noisy Gaussian boson sampler via graph theory
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作者 Denis Stanev Taira Giordani +1 位作者 NicolòSpagnolo Fabio Sciarrino 《Advanced Photonics Nexus》 2025年第1期105-115,共11页
Quantum photonic processors are emerging as promising platforms to prove preliminary evidence of quantum computational advantage toward the realization of universal quantum computers.In the context of nonuniversal noi... Quantum photonic processors are emerging as promising platforms to prove preliminary evidence of quantum computational advantage toward the realization of universal quantum computers.In the context of nonuniversal noisy intermediate quantum devices,photonic-based sampling machines solving the Gaussian boson sampling(GBS)problem currently play a central role in the experimental demonstration of quantum computational advantage.A relevant issue is the validation of the sampling process in the presence of experimental noise,such as photon losses,which could undermine the hardness of simulating the experiment.We test the capability of a validation protocol that exploits the connection between GBS and graph perfect match counting to perform such an assessment in a noisy scenario.In particular,we use as a test bench the recently developed machine Borealis,a large-scale sampling machine that has been made available online for external users,and address its operation in the presence of noise.The employed approach to validation is also shown to provide connections with the open question on the effective advantage of using noisy GBS devices for graph similarity and isomorphism problems and thus provides an effective method for certification of quantum hardware. 展开更多
关键词 quantum certification noisy quantum optical system Gaussian boson sampling
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An overview of quantum error mitigation formulas 被引量:2
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作者 Dayue Qin Xiaosi Xu Ying Li 《Chinese Physics B》 SCIE EI CAS CSCD 2022年第9期1-12,共12页
Minimizing the effect of noise is essential for quantum computers.The conventional method to protect qubits against noise is through quantum error correction.However,for current quantum hardware in the so-called noisy... Minimizing the effect of noise is essential for quantum computers.The conventional method to protect qubits against noise is through quantum error correction.However,for current quantum hardware in the so-called noisy intermediate-scale quantum(NISQ)era,noise presents in these systems and is too high for error correction to be beneficial.Quantum error mitigation is a set of alternative methods for minimizing errors,including error extrapolation,probabilistic error cancella-tion,measurement error mitigation,subspace expansion,symmetry verification,virtual distillation,etc.The requirement for these methods is usually less demanding than error correction.Quantum error mitigation is a promising way of reduc-ing errors on NISQ quantum computers.This paper gives a comprehensive introduction to quantum error mitigation.The state-of-art error mitigation methods are covered and formulated in a general form,which provides a basis for comparing,combining and optimizing different methods in future work. 展开更多
关键词 quantum error mitigation quantum computing quantum error correction noisy intermediate-scale quantum
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面向含噪中规模量子处理器的量子机器学习 被引量:1
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作者 石金晶 肖子萌 +2 位作者 王雯萱 张师超 李学龙 《计算机学报》 北大核心 2025年第3期602-631,共30页
量子计算与人工智能结合,在增强模型表达能力、加速和优化机器学习等方面可能产生颠覆性影响,有望突破人工智能领域所面临的可解释性差、最优解难等问题,量子人工智能已成为国内外重点关注的学科前沿。量子机器学习是量子人工智能领域... 量子计算与人工智能结合,在增强模型表达能力、加速和优化机器学习等方面可能产生颠覆性影响,有望突破人工智能领域所面临的可解释性差、最优解难等问题,量子人工智能已成为国内外重点关注的学科前沿。量子机器学习是量子人工智能领域的重要研究内容,它将量子计算基础理论与机器学习原理相结合,以实现具有量子加速的机器学习任务。随着量子计算软硬件的快速发展,含噪中规模量子(NISQ)处理器的学习优势被证明,国内外学者相继提出一系列量子机器学习方法,以挖掘量子计算助力人工智能技术发展的创新应用。然而,当前的量子机器学习仍局限于对算法的优化,缺乏系统层面的理论架构,仍有许多科学问题亟待解决。本文首先从量子机器学习系统表征角度出发,建立量子机器学习系统的层次模型,概括和总结了面向各类任务的量子机器学习方案,分析了量子机器学习在提高经典算法速度等方面可能体现的“量子优势”。接着根据量子机器学习系统的层次结构,从原理层、计算层、应用层这三个方面对现有量子机器学习方法进行了总结与梳理,系统性地分析和讨论了其中的关键问题与解决方案。最后,结合当前阶段量子人工智能的发展特点,重点分析了量子机器学习领域面临的科学问题与挑战,并对未来该领域的发展趋势进行了深入分析与展望。 展开更多
关键词 量子计算 量子人工智能 量子机器学习 量子算法 含噪中规模量子处理器
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分布式量子线路映射技术研究进展
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作者 朱鹏程 卫丽华 +3 位作者 陈新宇 冯世光 程学云 管致锦 《电子科技大学学报》 北大核心 2025年第4期566-581,共16页
分布式量子计算为突破中等规模带噪声量子计算设备所面临的量子比特数扩展瓶颈提供了有效途径。分布式量子线路映射技术是使用分布式量子计算架构高效执行量子线路的关键,其引入的通信代价对量子计算成功率有着重要影响。随着各类分布... 分布式量子计算为突破中等规模带噪声量子计算设备所面临的量子比特数扩展瓶颈提供了有效途径。分布式量子线路映射技术是使用分布式量子计算架构高效执行量子线路的关键,其引入的通信代价对量子计算成功率有着重要影响。随着各类分布式量子计算架构的兴起,分布式量子线路映射的相关研究引发了广泛关注。该文通过对现有研究工作的分析总结,梳理分布式量子线路映射技术的发展脉络及研究现状,并对未来研究方向进行展望。 展开更多
关键词 分布式量子计算 量子线路映射 中等规模带噪声量子计算 量子隐形传态
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噪声环境下基于无噪声线性放大的量子Ziv-Zakai界限相位估计
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作者 肖鹏 叶炜 +6 位作者 祝翔 朱宇轩 韩凯 闫云斌 胡文文 常守康 饶烜 《南昌航空大学学报(自然科学版)》 2025年第3期28-34,共7页
本研究针对未知参数可用精度极限的有效寻找问题进行探讨。在量子Ziv-Zakai界限(Quantum Ziv-Zakai bound,QZZB)的框架内,利用无噪声线性放大(Noiseless linear amplification,NLA)技术对初始相干态进行处理,研究在光子损耗和相位扩散... 本研究针对未知参数可用精度极限的有效寻找问题进行探讨。在量子Ziv-Zakai界限(Quantum Ziv-Zakai bound,QZZB)的框架内,利用无噪声线性放大(Noiseless linear amplification,NLA)技术对初始相干态进行处理,研究在光子损耗和相位扩散的噪声环境下相位估计性能的改善情况。结果显示,通过增加NLA增益因子,可以显著提升QZZB在光子损失和相位扩散情况下的相位估计性能,尤其在严重光子损耗时提升效果更为显著。这些发现对于复杂环境下量子信息处理任务具有重要的指导作用。 展开更多
关键词 量子Ziv-Zakai界 无噪声线性放大 相位估计 噪声环境
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QTorch:基于独立的量子程序设计语言的量子-经典混合机器学习框架
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作者 陈文锦 《计算机工程与科学》 北大核心 2025年第3期412-421,共10页
近年来,量子计算系统在特定采样问题上展现出量子优势,标志着人类进入了含噪声中等规模量子NISQ时代。通过量子机器学习算法在具有实用意义的问题求解上展现量子优势,成为量子计算的一个热点问题。现有的量子-经典混合机器学习框架难以... 近年来,量子计算系统在特定采样问题上展现出量子优势,标志着人类进入了含噪声中等规模量子NISQ时代。通过量子机器学习算法在具有实用意义的问题求解上展现量子优势,成为量子计算的一个热点问题。现有的量子-经典混合机器学习框架难以支撑量子机器学习算法的高效描述和编译,严重影响了算法开发效率。针对这一现状,基于开源经典机器学习框架PyTorch和独立的量子程序设计语言,提出并实现了量子-经典混合机器学习框架QTorch,实现了面向真实量子硬件和量子-经典混合机器学习算法的自动微分技术,提出并实现了并行训练和参数替换优化2种时间性能优化技术,并通过多组实验证实了以上功能与优势,为量子-经典混合机器学习算法提供了高效的运行平台支持,促进了量子机器学习领域的发展。 展开更多
关键词 量子机器学习 变分量子线路 含噪声中等规模量子(NISQ) 时间性能优化
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噪声情况下的量子网络直接通信 被引量:8
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作者 马鸿洋 秦国卿 +1 位作者 范兴奎 初鹏程 《物理学报》 SCIE EI CAS CSCD 北大核心 2015年第16期32-38,共7页
提出和研究了噪声情况下的量子网络直接通信.通信过程中所有量子节点共享多粒子GreenbergerHorne-Zeilinger(GHZ)量子纠缠态;发送节点将手中共享的GHZ态的粒子作为控制比特、传输秘密信息的粒子作为目标比特,应用控制非门(CNOT)操作;每... 提出和研究了噪声情况下的量子网络直接通信.通信过程中所有量子节点共享多粒子GreenbergerHorne-Zeilinger(GHZ)量子纠缠态;发送节点将手中共享的GHZ态的粒子作为控制比特、传输秘密信息的粒子作为目标比特,应用控制非门(CNOT)操作;每个接收节点将手中共享GHZ态的粒子作为控制比特、接收到的秘密信息粒子作为目标比特,再次应用CNOT门操作从而获得含误码的秘密信息.每个接收节点从秘密信息中提取部分作为检测比特串,并将剩余的秘密信息应用奇偶校验矩阵纠正其中存在的比特翻转错误,所有接收节点获得纠正后的秘密信息.对协议安全、吞吐效率、通信效率等进行了分析和讨论. 展开更多
关键词 噪声 量子安全直接通信 量子网络 量子纠错码
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基于稳定子码的在噪声信道的量子安全直接通信方案研究 被引量:4
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作者 安辉耀 于涛 +3 位作者 刘敦伟 张鹏 李挥 查俊 《量子光学学报》 CSCD 北大核心 2014年第3期187-191,共5页
量子安全直接通信是继量子密钥分配后,量子通信领域又一重要的研究领域,它要求通信双方在预先不需要建立共享密钥的情况下就可以实现消息的保密传输。不同于属于非确定通信的量子密钥分配,量子直接通信受信道噪声的影响更大,需要更好的... 量子安全直接通信是继量子密钥分配后,量子通信领域又一重要的研究领域,它要求通信双方在预先不需要建立共享密钥的情况下就可以实现消息的保密传输。不同于属于非确定通信的量子密钥分配,量子直接通信受信道噪声的影响更大,需要更好的检错纠错能力。本文根据稳定子码纠错理论和GHZ三态纠缠粒子的特性提出了一套基于稳定子码理论的量子直接通信方案,使其在保持无条件安全性的基础上可以对单量子的相位和比特错误进行纠错检错,大大降低了信道的整个通信过程的量子比特错误率。 展开更多
关键词 量子直接通信 稳定子码 噪声信道
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利用可控量子门在非对称多体纠缠通道中实现量子态隐形传输网络 被引量:2
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作者 郝翔 戴玥 +1 位作者 赵碧轩 朱士群 《量子光学学报》 北大核心 2016年第4期341-347,共7页
本文通过一系列的双量子位逻辑门构造非对称多体量子纠缠态。以此态作为量子隐形传输通道,利用全局幺正操作和定域性测量,我们可以让未知态在任意一个接收端重现,从而实现量子信息一对多的网络式传输。同时,充分考虑实际量子系统的局域... 本文通过一系列的双量子位逻辑门构造非对称多体量子纠缠态。以此态作为量子隐形传输通道,利用全局幺正操作和定域性测量,我们可以让未知态在任意一个接收端重现,从而实现量子信息一对多的网络式传输。同时,充分考虑实际量子系统的局域环境噪声对量子传输效率的影响。 展开更多
关键词 量子隐形传输 量子门 多体量子纠缠态 局域噪声环境 平均保真度
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量子计算、量子优势与有噪中程量子时代 被引量:1
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作者 施郁 《自然杂志》 2020年第4期295-300,共6页
文章用通俗而准确的语言,简要介绍了有关量子计算的相关概念,包括量子比特、量子态、基矢态或基本量子态、量子测量、概率幅、幺正变换、量子态不可复制、量子计算、量子门、量子算法、退相干或量子噪声、量子纠错、有噪中程量子技术、... 文章用通俗而准确的语言,简要介绍了有关量子计算的相关概念,包括量子比特、量子态、基矢态或基本量子态、量子测量、概率幅、幺正变换、量子态不可复制、量子计算、量子门、量子算法、退相干或量子噪声、量子纠错、有噪中程量子技术、量子优势等,并对有噪中程量子时代和量子优势研究的前景进行了展望。 展开更多
关键词 量子计算 量子优势 有噪中程量子时代
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通过量子噪声信道之后Werner态的纠缠特性研究
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作者 廖庆洪 刘欣 刘树田 《量子光学学报》 CSCD 北大核心 2014年第1期35-39,共5页
利用并发度作为纠缠的度量研究了Werner态通过量子噪声信道(包括振幅和相位阻尼信道)之后的纠缠动力学性质,给出了Werner态通过量子噪声信道之后并发度的解析表达式,获得了纠缠突然死亡的参数条件。
关键词 并发度 Werner态 纠缠突然死亡 量子噪声信道
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对称噪声信道下利用多纠缠态实现量子密钥分配
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作者 欧保全 陈平形 李承祖 《量子光学学报》 CSCD 2003年第2期69-73,共5页
研究了对称噪声信道下的量子密钥分配 (QuantumKeyDistribution ,QKD)过程 ,并得到了其误码率和信道保真度的关系式。基于量子态的局域区分原理 ,我们提出了使用“多纠缠态”进行噪声信道下的密钥分配的新方案。应用这个新方案 ,我们可... 研究了对称噪声信道下的量子密钥分配 (QuantumKeyDistribution ,QKD)过程 ,并得到了其误码率和信道保真度的关系式。基于量子态的局域区分原理 ,我们提出了使用“多纠缠态”进行噪声信道下的密钥分配的新方案。应用这个新方案 ,我们可以获得和在理想无噪声信道下使用最大纠缠态 (四个Bell态之一 )进行QKD一样好的结果。 展开更多
关键词 量子密钥分配 多纠缠态 对称噪声信道 误码率 量子信息科学 BELL态 QKD 通信安全
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含噪多址量子信道容量定理的求证与应用
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作者 刘静 赵生妹 《南京邮电大学学报(自然科学版)》 EI 2008年第6期44-49,共6页
含噪多址量子信道的容量研究是实现量子多用户通信的基础。文中利用经典-量子纠缠产生编码定理和量子-量子纠缠产生编码定理求证了含噪多址量子信道容量定理,获得了含噪多址量子信道的经典-量子容量区域和量子-量子容量区域,并将该定理... 含噪多址量子信道的容量研究是实现量子多用户通信的基础。文中利用经典-量子纠缠产生编码定理和量子-量子纠缠产生编码定理求证了含噪多址量子信道容量定理,获得了含噪多址量子信道的经典-量子容量区域和量子-量子容量区域,并将该定理应用到多址量子相位翻转信道中,计算得到量子相位翻转信道的量子-量子容量区域,结果验证了容量定理的有效性,得到量子-量子容量区域是五边形区域。为了计算简便且不失一般性,求证过程考虑采用两输入-单输出信道的含噪多址量子信道模型。 展开更多
关键词 含噪多址量子信道 容量区域 相干信息 全局态 可达速率对 量子相位翻转信道
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