中国信通院刘姿杉:通信网络中量子计算潜在应用场景探索
The following article is from 信息通信技术与政策 Author 刘姿杉
参考文献
[1] Saad W, Bennis M, Chen M. A vision of 6G wireless systems: applications, trends, technologies, and open research problems[J]. IEEE Network, 2019.
[2] 赵亚军, 郁光辉, 徐汉青. 6G移动通信网络: 愿景、挑战与关键技术[J]. 中国科学: 新息科学, 2019(8):963-987.
[3] 韩永建, 李传锋, 郭光灿 . 量子计算原理及研究进展[J]. 科技导报, 2017,35(23):70-75.
[4] 张毅, 卢凯, 高颖慧 . 量子算法与量子衍生算法[J].计算机学报, 2013,36(9):1835-1842.
[5] Coppersmith D. Approximate fourier transform useful in quantum factoring, RC 19642[R]. IBM Research Division, 1994:1-9.
[6] Shor P W. Polynomial-time algorithms for prime factorization and discrete logarithms on a quantum computer[J]. SIAM Review, 1999,41(2):303-332.
[7] Grover L K. A fast quantum mechanical algorithm for database search[C]//Proceedings of the Twenty-eighth Annual ACM Symposium on Theory of Computing,1996:212-219.
[8] Harrow A W, Hassidim A, Lloyd S. Quantum algorithm for linear systems of equations[J]. Physical Review Letters, 2009,103(15):150502.
[9] Malossini A, Blanzieri E, Calarco T. Quantum genetic optimization[J]. IEEE Transactions on Evolutionary Computation, 2008,12(2):231-241.
[10] 何小锋 . 量子群智能优化算法及其应用研究[D]. 上海理工大学, 2014.
[11] 杜卫林, 李斌, 田宇. 量子退火算法研究进展[J]. 计算机研究与发展, 2008,45(9):1501-1508.
[12] Biamonte J, Wittek P, Pancotti N, et al. Quantum machine learning[J]. Nature, 2017, 549 ( 7671):195-202.
[13] Wiebe N, Kapoor A, Svore K M. Quantum algorithms for nearest-neighbor methods for supervised and unsupervised learning[J]. Quantum Information & Computation, 2015,15(3-4):316-356.
[14] Rebentrost P, Mohseni M, Lloyd S. Quantum support vector machine for big data classification[J]. Physical Review Letters, 2014,113(9):130503.
[15] Kak S C. Quantum neural computing[M]//Advances in Imaging and Electron Physics. Elsevier, 1995, 94:259-313.
[16] Lloyd S, Mohseni M, Rebentrost P. Quantum principal component analysis[J]. Nature Physics, 2014,10(9):631-633.
[17] Childs A M, Kothari R, Somma R D. Quantum linear systems algorithm with exponentially improved dependence on precision[J]. arXiv:1511. 02306, 2015.
[18] Dong D, Chen C, Li H, et al. Quantum reinforcement learning[J]. IEEE Transactions on Systems, Man, and Cybernetics, Part B(Cybernetics), 2008, 38(5):1207-1220.
[19] 孟祥萍, 王圣镔 . 基于量子理论及蚁群算法的多Agent Q 学习[J]. 计算机工程与应用, 2010 (21):47-50.
[20] A. Mousavi, R. G. Baraniuk. Learning to invert: signal recovery via deep convolutional networks[R]. Proc. IEEE Int’ l. Conf. Acoustics Speech Signal Process.(ICASSP’17), 2017(3):2272-76.
[21] Fan-Xu Meng, Xu-Tao Yu, Zai-Chen Zhang. Quantum algorithm for multiple signal classification[J]. Physical Review A, 2020,101(1):012334.
[22] Ren J, Wang H, Hou T, et al. Federated learning-based computation off loading optimization in edge computingsupported internet of things[J]. IEEE Access, 2019,7:69194-69201.
[23] Cheng X, Fang L, Yang L, et al. Mobile big data: the fuel for data-driven wireless[J]. IEEE Internet of Things Journal, 2017,4(5): 1489-1516.
[24] P. Rebentrost, M. Mohseni, S. Lloyd. Quantum support vector machine for Big Data classification[J].Physical Review Letters, 2014,113(9):130503.
[25] C. P. Williams. Quantum search algorithms in science and engineering[J]. Comput. Sci. Eng. , 2001,3(3-4):44-51.
[26] S. Imre. Quantum existence testing and its application for finding extreme values in unsorted databases[J].IEEE Transactions on Computers, 2007, 56(5):706-710.
[27] Durr C, Hoyer P. A quantum algorithm for finding the minimum[J]. arXiv Preprint Quant-ph/ 9607014,1996.
[28] Botsinis P, Alanis D, Feng S, et al. Quantum-assisted indoor localization for uplink mm-wave and downlink visible light communication systems[J]. IEEE Access, 2017,5(1):23327-23351.
作者简介
刘姿杉
中国信息通信研究院技术与标准研究所工程师,博士,主要从事人工智能网络、数据隐私等方面的研究工作。
论文引用格式:
刘姿杉. 通信网络中量子计算潜在应用场景探索[J]. 信息通信技术与政策, 2020(7):58-63.
本文刊于《信息通信技术与政策》2020年第7期
主办:中国信息通信研究院
《信息通信技术与政策》是工业和信息化部主管、中国信息通信研究院主办的专业学术期刊。本刊定位于“信息通信技术前沿的风向标,信息社会政策探究的思想库”,聚焦信息通信领域技术趋势、公共政策、 国家/产业/企业战略,发布前沿研究成果、焦点问题分析、热点政策解读等,推动5G、工业互联网、数字经济、人工智能、区块链、大数据、云计算等技术产业的创新与发展,引导国家技术战略选择与产业政策制定,搭建产、学、研、用的高端学术交流平台。
校 审 | 陈 力、珊 珊
编 辑 | 凌 霄
推荐阅读
《新基建》专辑
点亮在看共渡难关