威廉希尔中文官方网站“博约学术论坛”-Svetlana Mikhalycheva-第514期
来源:张胜利 作者:Svetlana Mikhalycheva 发布时间:2025-05-23邀请人: 张胜利
报告人: Svetlana Mikhalycheva
时间: 2025-05-23
地点: 良乡校区物理实验中心229会议室
主讲人简介:
威廉希尔中文官方网站“博约学术论坛”系列报告
第514期
题目:Quantum radar with ranging and velocity estimation: machine learning and Fisher information |
报告人:Svetlana Mikhalycheva 研究员 (白俄罗斯国家科学院斯捷潘诺夫物理研究所) 时 间:2025年5月23号(周五)下午14:30-16:30 地 点:线下-良乡校区,物理实验中心229会议室 |
摘要: In this contribution, we present the results of the project on the development of a quantum radar using quantum illumination and biphoton states generated by spontaneous parametric down conversion. The proposed scheme enables effective target detection, determination the distance from the target, its velocity and reflectivity in the presence of intense background noise. The given scheme was shown to demonstrate significant advantage in sensitivity and accuracy of parameter estimation compared to classical analogues using coherent states. The algorithms of signal processing from the quantum radar using convolutional neural networks were developed and implemented. High effectiveness and resistance to noises even in the case of low intensity were demonstrated. In addition, detailed analysis of signal informativity of a quantum radar using mutual information and Fisher information was carried out. The results confirmed enhancement of sensibility and estimation accuracy compared to classical radars.
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简历: Svetlana Mikhalycheva is a senior researcher in B.I.Stepanov Institute of Physics,National academy of sciences of Belarus. She has published more than 20 papers in top journals in physics, such as Phys.Rev , npj Quantum Inf. and so on. Her research covers: classic simulation of quantum state. She has finished projects like EU Horizon 2020 project, BRFFR-KOREA.
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联系方式:shenglizhangustc@126.com 邀请人: 张胜利 网 址:http:/ 承办单位:物理学院、先进光电量子结构设计与测量教育部重点实验室 |