基于人工神经网络在线学习方法优化磁屏蔽特性参数

磁屏蔽在磁场敏感的装置如原子钟、原子干涉仪等精密设备中发挥重要的作用,在变化外磁场下的某个磁屏蔽内部剩余磁场,可以通过Jiles-Atherton磁滞模型和磁屏蔽系数计算得出,根据计算结果可以进行主动补偿来抵消内部磁场的改变.然而实际应用中磁滞模型中五个与磁屏蔽相关的参数以及磁场衰减的两个参数的准确值的获得是比较困难的,通常根据实测磁滞回线人工匹配调节参数会花费大量时间且很难确保最终参数是全局最优值.基于人工神经网络的机器学习方法已经成为一种对复杂模型进行参数优化的有效手段,得益于现代计算机强大的运算能力,该过程通常远远快于人工参数调节,并有更大概率找到全局最优值,获得优于手工调节的参数值.本文利用人工神经网络在线机器学习的方法,对磁滞模型的五个参数与磁屏蔽的另外两个屏蔽相关参数进行优化测定,并对模拟卫星磁场环境下磁屏蔽内剩余磁场进行预测.通过实际测量屏蔽筒内剩余磁场与预测值比对,发现通过机器学习方法得到的磁屏蔽特性参数优于手动找到的参数,且所用时间大大缩短.该结果不仅有助于更好地进行磁场补偿,用于冷原子系统参数优化调整,更重要的是验证了神经网络在多参数物理系统中的应用,可以使其他多参数共同作用的物理实验进行最优参数的快速确定.     

Vibration-insensitive fiber spool for laser stabilization

Excess frequency noise induced by mechanical vibration is the dominant noise source at low Fourier frequencies in fiber-delay-line stabilized lasers. To resolve this problem, a double-winding fiber spool is designed and implemented that has ultralow acceleration sensitivity in all spatial directions. By carefully choosing the optimal geometry parameters of the fiber spool, we achieve acceleration sensitivity of 8 × 10~(-11)/g and 3 × 10~(-11)/g(g denotes the gravitational acceleration) in axial and radial directions, respectively.     

Cold atom space clock with counter-propagating atoms

<正>We discuss the feasibility of realizing a cold atom space clock with counter-propagating cold atoms in microgravity.The design of the space clock is based on an atomic beam clock with Ramsey cavity,except that magneto-optical trap(MOT) is placed at each side.Cold atoms are launched simultaneously from the MOTs at both sides of the clock and they move at the counter-direction towards each other.The velocity of the launched atoms is precisely controlled to Ramsauer-Townsend resonance so that no additional collision frequency shift takes place.Such configuration can efficiently cancel the frequency shift resulting from cavity phase shift and increase the signal-to-noise ratio(SNR).     

Microwave interrogation cavity for the rubidium space cold atom clock

The performance of space cold atom clocks(SCACs) should be improved thanks to the microgravity environment in space.The microwave interrogation cavity is a key element in a SCAC.In this paper,we develop a microwave interrogation cavity especially for the rubidium SCAC.The interrogation cavity has two microwave interaction zones with a single feedin source,which is located at the center of the cavity for symmetric coupling excitation and to ensure that the two interaction zones are in phase.The interrogation cavity has a measured resonance frequency of 6.835056471 GHz with a loaded quality factor of nearly 4200,which shows good agreement with simulation results.We measure the Rabi frequency of the clock transition of the rubidium atom in each microwave interaction zone,and subsequently demonstrate that the distributions of the magnetic field in the two interaction zones are the same and meet all requirements of the rubidium SCAC.     

Miniaturized optical system for atomic fountain clock

Using modularized components, we have built a miniaturized optical system for 87Rb atomic fountain clock that is fitted on an 80 cm × 60 cm optical breadboard. Compared with the conventional optical setup on the table, our system is more compact, more robust and miniaturized. Taking advantage of this system, laser beams are transmitted through eight optical fibre patch cords from the optical breadboard to an ultra high vacuum system. This optical setup has operated for five months in our fountain system and required no alignment.     

Fold optics path: an improvement for an atomic fountain

A fold optical path is utilized to capture and launch atoms in the atomic fountain.This improved technique reduces the laser power needed by 60 percent,facilitates suppression of the laser power fluctuations,and leads to a more simple and stable system.     

面向空间引力波探测的低噪声稳频激光器

基于未来卫星间激光干涉任务的需求,介绍了一种基于迈克耳孙光纤干涉仪稳频的1064 nm激光稳频系统,该系统采用全光纤器件,结构紧凑、体积小、可靠性强。通过拍频测试,得到该系统的频率噪声在30 mHz～1 Hz范围内小于30 Hz/Hz1/2,频率稳定度在积分时间为1 s和1000 s时分别为1.2×10-14和3×10-13。该系统的性能满足LISA任务对稳频激光的需求,有望应用于未来的空间引力波探测任务。     

Proposal of a dual-ball atomic fountain clock

A simple improved structure is designed to trap and launch two cold atomic balls vertically at the same time,which works like"two fountains",but is more compact since most components of the"two fountains" are shared.It is expected to improve the stability of the fountain markedly.     

第四章 概率

亲爱的同学。通过本章的学习。你将 1．了解必然事件、不可能事件和不确定事件发生的可能性大小，了解事件发生的等可能性及游戏规则的公平性；了解概率的意义，能对一些简单事件发生的概率进行计算．