IET Quantum Communication最新文献

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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
IET Quantum Communication Pub Date : 2024-02-19 DOI: 10.1049/qtc2.12090
Kazuki Ikeda
{"title":"Long-range quantum energy teleportation and distribution on a hyperbolic quantum network","authors":"Kazuki Ikeda","doi":"10.1049/qtc2.12090","DOIUrl":"10.1049/qtc2.12090","url":null,"abstract":"<p>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.</p>","PeriodicalId":100651,"journal":{"name":"IET Quantum Communication","volume":"5 4","pages":"543-550"},"PeriodicalIF":2.8,"publicationDate":"2024-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/qtc2.12090","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143252840","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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
IET Quantum Communication Pub Date : 2024-02-12 DOI: 10.1049/qtc2.12089
Keaotshepha Karabo, Comfort Sekga, Connor Kissack, Mhlambululi Mafu, Francesco Petruccione
{"title":"A novel quantum key distribution resistant against large-pulse attacks","authors":"Keaotshepha Karabo,&nbsp;Comfort Sekga,&nbsp;Connor Kissack,&nbsp;Mhlambululi Mafu,&nbsp;Francesco Petruccione","doi":"10.1049/qtc2.12089","DOIUrl":"10.1049/qtc2.12089","url":null,"abstract":"<p>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.</p>","PeriodicalId":100651,"journal":{"name":"IET Quantum Communication","volume":"5 3","pages":"282-290"},"PeriodicalIF":2.8,"publicationDate":"2024-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/qtc2.12089","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139844807","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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 2.8
IET Quantum Communication Pub Date : 2024-02-05 DOI: 10.1049/qtc2.12086
Gerhard Hellstern, Vanessa Dehn, Martin Zaefferer
{"title":"Quantum computer based feature selection in machine learning","authors":"Gerhard Hellstern,&nbsp;Vanessa Dehn,&nbsp;Martin Zaefferer","doi":"10.1049/qtc2.12086","DOIUrl":"10.1049/qtc2.12086","url":null,"abstract":"<p>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.</p>","PeriodicalId":100651,"journal":{"name":"IET Quantum Communication","volume":"5 3","pages":"232-252"},"PeriodicalIF":2.8,"publicationDate":"2024-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/qtc2.12086","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142174183","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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
IET Quantum Communication Pub Date : 2024-02-02 DOI: 10.1049/qtc2.12087
Antonio Macaluso, Luca Clissa, Stefano Lodi, Claudio Sartori
{"title":"An efficient quantum algorithm for ensemble classification using bagging","authors":"Antonio Macaluso,&nbsp;Luca Clissa,&nbsp;Stefano Lodi,&nbsp;Claudio Sartori","doi":"10.1049/qtc2.12087","DOIUrl":"10.1049/qtc2.12087","url":null,"abstract":"<p>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 <i>B</i> transformations of the training set with only <span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <mi>log</mi>\u0000 <mfenced>\u0000 <mi>B</mi>\u0000 </mfenced>\u0000 </mrow>\u0000 <annotation> $mathit{log}left(Bright)$</annotation>\u0000 </semantics></math> 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.</p>","PeriodicalId":100651,"journal":{"name":"IET Quantum Communication","volume":"5 3","pages":"253-268"},"PeriodicalIF":2.5,"publicationDate":"2024-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/qtc2.12087","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139868937","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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 2.8
IET Quantum Communication Pub Date : 2024-02-02 DOI: 10.1049/qtc2.12087
Antonio Macaluso, Luca Clissa, Stefano Lodi, Claudio Sartori
{"title":"An efficient quantum algorithm for ensemble classification using bagging","authors":"Antonio Macaluso,&nbsp;Luca Clissa,&nbsp;Stefano Lodi,&nbsp;Claudio Sartori","doi":"10.1049/qtc2.12087","DOIUrl":"10.1049/qtc2.12087","url":null,"abstract":"<p>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 <i>B</i> transformations of the training set with only <span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <mi>log</mi>\u0000 <mfenced>\u0000 <mi>B</mi>\u0000 </mfenced>\u0000 </mrow>\u0000 <annotation> $mathit{log}left(Bright)$</annotation>\u0000 </semantics></math> 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.</p>","PeriodicalId":100651,"journal":{"name":"IET Quantum Communication","volume":"5 3","pages":"253-268"},"PeriodicalIF":2.8,"publicationDate":"2024-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ietresearch.onlinelibrary.wiley.com/doi/epdf/10.1049/qtc2.12087","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139809067","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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
IF 2.8
IET Quantum Communication Pub Date : 2024-01-27 DOI: 10.1049/qtc2.12084
Zongyi Li, Yuzhen Wei, Min Jiang
{"title":"Multi-hop joint remote state preparation of general hybrid entangled multi-qudit states via distinct Einstein-Podolsky-Rosen channels","authors":"Zongyi Li,&nbsp;Yuzhen Wei,&nbsp;Min Jiang","doi":"10.1049/qtc2.12084","DOIUrl":"10.1049/qtc2.12084","url":null,"abstract":"<p>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.</p>","PeriodicalId":100651,"journal":{"name":"IET Quantum Communication","volume":"5 2","pages":"173-184"},"PeriodicalIF":2.8,"publicationDate":"2024-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/qtc2.12084","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140491675","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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 2.8
IET Quantum Communication Pub Date : 2024-01-13 DOI: 10.1049/qtc2.12085
Neel Kanth Kundu, Matthew R. McKay, Ranjan K. Mallik
{"title":"Wireless quantum key distribution at terahertz frequencies: Opportunities and challenges","authors":"Neel Kanth Kundu,&nbsp;Matthew R. McKay,&nbsp;Ranjan K. Mallik","doi":"10.1049/qtc2.12085","DOIUrl":"10.1049/qtc2.12085","url":null,"abstract":"<p>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.</p>","PeriodicalId":100651,"journal":{"name":"IET Quantum Communication","volume":"5 4","pages":"450-461"},"PeriodicalIF":2.8,"publicationDate":"2024-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/qtc2.12085","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139530935","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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
IF 2.8
IET Quantum Communication Pub Date : 2024-01-12 DOI: 10.1049/qtc2.12083
Purva Sharma, Vimal Bhatia, Shashi Prakash
{"title":"Impact of fragmentation in quantum signal channel of quantum key distribution enabled optical networks","authors":"Purva Sharma,&nbsp;Vimal Bhatia,&nbsp;Shashi Prakash","doi":"10.1049/qtc2.12083","DOIUrl":"10.1049/qtc2.12083","url":null,"abstract":"<p>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.</p>","PeriodicalId":100651,"journal":{"name":"IET Quantum Communication","volume":"5 2","pages":"164-172"},"PeriodicalIF":2.8,"publicationDate":"2024-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/qtc2.12083","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139532928","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Gravitoelectric effect in the condensed magnetic sea 凝聚磁海中的引力场效应
IF 2.8
IET Quantum Communication Pub Date : 2023-12-22 DOI: 10.1049/qtc2.12082
Jong hoon Lee
{"title":"Gravitoelectric effect in the condensed magnetic sea","authors":"Jong hoon Lee","doi":"10.1049/qtc2.12082","DOIUrl":"10.1049/qtc2.12082","url":null,"abstract":"<p>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.</p>","PeriodicalId":100651,"journal":{"name":"IET Quantum Communication","volume":"5 2","pages":"185-195"},"PeriodicalIF":2.8,"publicationDate":"2023-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/qtc2.12082","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139164644","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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
IF 2.8
IET Quantum Communication Pub Date : 2023-12-20 DOI: 10.1049/qtc2.12081
Abhishek Khanna, Sambuddha Majumder, Adarsh Jain, Dinesh Kumar Singh
{"title":"Quantum BER estimation modelling and analysis for satellite-based quantum key distribution scenarios","authors":"Abhishek Khanna,&nbsp;Sambuddha Majumder,&nbsp;Adarsh Jain,&nbsp;Dinesh Kumar Singh","doi":"10.1049/qtc2.12081","DOIUrl":"10.1049/qtc2.12081","url":null,"abstract":"<p>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.</p>","PeriodicalId":100651,"journal":{"name":"IET Quantum Communication","volume":"5 2","pages":"157-163"},"PeriodicalIF":2.8,"publicationDate":"2023-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/qtc2.12081","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138956078","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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