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Application of wavelet package filtering in the de-noising of fiber optic gyroscopes 被引量:2
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作者 王其 徐晓苏 《Journal of Southeast University(English Edition)》 EI CAS 2008年第1期46-49,共4页
To reduce the drift error existing in the output signal of fiber optic gyroscopes (FOG), a mathematical model of the FOG output signal is set up; the error characteristics of the FOG output signal are analyzed, and ... To reduce the drift error existing in the output signal of fiber optic gyroscopes (FOG), a mathematical model of the FOG output signal is set up; the error characteristics of the FOG output signal are analyzed, and semi-soft threshold filtering is chosen based on the comparison of hard threshold and soft threshold filtering. The semi-soft threshold wavelet package filtering method is applied in the filtering of the FOG output signal. Experiments of the stationary and dynamic FOG output signals filtered with the wavelet package analysis are carried out in a lab environment, respectively. Experiments done with the real-time measured FOG signal show that the method of semi-soft threshold wavelet package filtering reduces the mean square error from 5 (°)/h to 1 (°)/h, so it is effective in eliminating the white noises and the fractal noises existing in the FOG. The novel method proposed here is proved valid in reducing the FOG drift error, satisfying the technical demands of high precision and realtime processing. 展开更多
关键词 wavelet package analysis signal processing fiber optic gyro threshold filtering
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Neural network-based fault diagnosis for spacecraft with single-gimbal control moment gyros 被引量:8
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作者 Yuandong LI Qinglei HU Xiaodong SHAO 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2022年第7期261-273,共13页
This paper proposes a neural network-based fault diagnosis scheme to address the problem of fault isolation and estimation for the Single-Gimbal Control Moment Gyroscopes(SGCMGs)of spacecraft in a periodic orbit.To th... This paper proposes a neural network-based fault diagnosis scheme to address the problem of fault isolation and estimation for the Single-Gimbal Control Moment Gyroscopes(SGCMGs)of spacecraft in a periodic orbit.To this end,a disturbance observer based on neural network is developed for active anti-disturbance,so as to improve the accuracy of fault diagnosis.The periodic disturbance on orbit can be decoupled with fault by resorting to the fitting and memory ability of neural network.Subsequently,the fault diagnosis scheme is established based on the idea of information fusion.The data of spacecraft attitude and gimbals position are combined to implement fault isolation and estimation based on adaptive estimator and neural network.Then,an adaptive sliding mode controller incorporating the disturbance and fault estimation results is designed to achieve active fault-tolerant control.In addition,the paper gives the proof of the stability of the proposed schemes,and the simulation results show that the proposed scheme achieves better diagnosis and control results than compared algorithm. 展开更多
关键词 Control moment gyro Fault diagnosis Fault-tolerant control Neural networks Spacecraft attitude control
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Singularity analysis for single gimbal control moment gyroscope system using space expansion method 被引量:5
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作者 Yunhua WU Feng HAN +2 位作者 Bing HUA Zhiming CHEN Feng YU 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2018年第4期782-794,共13页
Control Moment Gyroscope(CMG) is an effective candidate for agile satellites and large spacecraft attitude control because of its powerful torque amplification capability. The most serious situation, however, in usi... Control Moment Gyroscope(CMG) is an effective candidate for agile satellites and large spacecraft attitude control because of its powerful torque amplification capability. The most serious situation, however, in using CMG is the inherent geometric singularity problem, where there's no torque output along a particular direction. Space expansion method has been proposed in this work for the singularity analysis. Based on inverse mapping transformation, an expanded Jacobian matrix which is a full rank square matrix is obtained. The singular angle sets of the 3-parallel cluster and pyramid cluster are distinguished using space expansion method. An effective hybrid steering strategy, able to deal with the elliptic singularity, is further proposed. Simulation results demonstrate the excellent performance of the proposed steering logic compared to the generalized singular robust logic and pseudo inverse logic in terms of energy consumption and torque error. 展开更多
关键词 Agile spacecraft Control moment gyro Singularity analysis Space expansion method Steering strategy
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Local controllability and stabilization of spacecraft attitude by two single-gimbal control moment gyros 被引量:5
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作者 Gui Haichao Jin Lei Xu Shijie 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2013年第5期1218-1226,共9页
The attitude control problem of a spacecraft underactuated by two single-gimbal control moment gyros (SGCMGs) is investigated. Small-time local controllability (STLC) of the attitude dynamics of the spacecraft-SGC... The attitude control problem of a spacecraft underactuated by two single-gimbal control moment gyros (SGCMGs) is investigated. Small-time local controllability (STLC) of the attitude dynamics of the spacecraft-SGCMGs system is analyzed via nonlinear controllability theory. The conditions that guarantee STLC of the spacecraft attitude by two non-coaxial SGCMGs are obtained with the momentum of the SGCMGs as inputs, implying that the spacecraft attitude is STLC when the total angular momentum of the whole system is zero. Moreover, our results indi- cate that under the zero-momentum restriction, full attitude stabilization is possible for a spacecraft using two non-coaxial SGCMGs. For the case of two coaxial SGCMGs, the STLC property of the spacecraft cannot be determined. In this case, an improvement to the previous full attitude stabilizing control law, which requires zero-momentum presumption, is proposed to account for the singu- larity of SGCMGs and enhance the steady state performance. Numerical simulation results demonstrate the effectiveness and advantages of the new control law. 展开更多
关键词 Attitude control Single-gimbal control moment gyro SINGULARITY Small-time local controllability Underactuated spacecraft
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The research on signal-obtaining pattern for a new type of gyroscope 被引量:8
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作者 Jian-feng Liu Gan-nan Yuan Lei Zhao and Shi-jun Zhao 《Journal of Marine Science and Application》 2003年第2期46-52,共7页
In this paper, a photoelectric signal obtained scheme via equator triangle pattern engraved on rotor is discussed and the mathematic model is deduced in the case which is deflexion between rotor axis and the coordinat... In this paper, a photoelectric signal obtained scheme via equator triangle pattern engraved on rotor is discussed and the mathematic model is deduced in the case which is deflexion between rotor axis and the coordinate frame of case. The deflexion error and coupling error under the situation are analyzed. Finally, three methods of engraving based on the spherical triangle pattern are presented. The error models of various methods are built up and the simulation curves are provided respectively. We have done the primary experiments on the surface of rotor using this method. It can be seen from the enlarged figures that the rim of the pattern is smooth and the demand of sensor resolution is satisfied by and large. The results of study supply reference for signal obtaining. 展开更多
关键词 The new type of gyro optical signal obtaining system: triangle pattern graving technology
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Research on feasibility of missile attitude control based on laser gyroscope 被引量:2
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作者 程耀强 徐德民 +1 位作者 万彦辉 刘明雍 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2012年第4期110-117,共8页
According to the disadvantages of traditional mechanical gyro inertial measurement unit('IMU') for steering system not being available for missile attitude control, a concept based on laser gyro IMU is propose... According to the disadvantages of traditional mechanical gyro inertial measurement unit('IMU') for steering system not being available for missile attitude control, a concept based on laser gyro IMU is proposed to realize navigation & positioning and attitude control. The concept will save three single-axis rate gyros compared with traditional missile attitude control system, and is available both for strapdown and platform inertial navigation systems. Firstly, this article analyzes the selection requirements of sensitive device for missile attitude control system, and then analyzes the feasibility of missile attitude control based on laser gyro theoretically, on this basis, from four aspects of error characteristics, anti-vibration characteristics, temperature characteristics and dynamic characteristics, validate the feasibility of the concept practically. Secondly according to the strict requirements of dynamic characteristics on attitude control system, a special design is made for gyro signal filtering used for attitude control. By changing the traditional high order FIR filter to adaptive filter and low order FIR filter, laser gyro's signal phase delay is reduced. The delay time of theoretical design is 1.5 ms. Lastly, this design is validated through an angle vibration test, and test curve indicates that the dynamic characteristics of laser gyro completely meets the requirements of the attitude control system, and the maximum delay time is 1.6144 ms, which satisfies with the attitude update rate of 2 ms per frame. This concept can simplify the missile guidance system design, at the same time, it does not reduce missile guidance accuracy, and also provides reference for the broadening of the application of laser gyro. 展开更多
关键词 laser gyro attitude control dynamic characteristics adaptive filtering
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A novel adaptive finite-time controller for synchronizing chaotic gyros with nonlinear inputs 被引量:1
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作者 Mohammad Pourmahmood Aghababa 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第9期86-91,共6页
In this paper, the problem of the finite-time synchronization of two uncertain chaotic gyros is discussed. The parameters of both the master and the slave gyros are assumed to be unknown in advance. The effects of mod... In this paper, the problem of the finite-time synchronization of two uncertain chaotic gyros is discussed. The parameters of both the master and the slave gyros are assumed to be unknown in advance. The effects of model uncertainties and input nonlinearities are also taken into account. An appropriate adaptation law is proposed to tackle the gyros' unknown parameters. Based on the adaptation law and the finite-time control technique, proper control laws are introduced to ensure that the trajectories of the slave gyro converge to the trajectories of the master gyro in a given finite time. Simulation results show the applicability and the efficiency of the proposed finite-time controller. 展开更多
关键词 chaotic gyro finite-time synchronization model uncertainty nonlinear input
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Chaos suppression of uncertain gyros in a given finite time 被引量:1
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作者 Mohammad Pourmahmood Aghababa Hasan Pourmahmood Aghababa 《Chinese Physics B》 SCIE EI CAS CSCD 2012年第11期126-131,共6页
The gyro is one of the most interesting and everlasting nonlinear dynamical systems, which displays very rich and complex dynamics, such as sub-harmonic and chaotic behaviors. We study the chaos suppression of the cha... The gyro is one of the most interesting and everlasting nonlinear dynamical systems, which displays very rich and complex dynamics, such as sub-harmonic and chaotic behaviors. We study the chaos suppression of the chaotic gyros in a given finite time. Considering the effects of model uncertainties, external disturbances, and fully unknown parameters, we design a robust adaptive finite-time controller to suppress the chaotic vibration of the uncertain gyro as quickly as possible. Using the finite-time control technique, we give the exact value of the chaos suppression time. A mathematical theorem is presented to prove the finite-time stability of the proposed scheme. The numerical simulation shows the efficiency and usefulness of the proposed finite-time chaos suppression strategy. 展开更多
关键词 chaos suppression chaotic gyro finite-time stability ROBUSTNESS
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Underactuated spacecraft angular velocity stabilization and three-axis attitude stabilization using two single gimbal control moment gyros 被引量:6
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作者 Lei Jin Shijie Xu 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2010年第2期279-288,共10页
Angular velocity stabilization control and attitude stabilization control for an underactuated spacecraft using only two single gimbal control moment gyros (SGCMGs) as actuators is investigated. First of all, the dy... Angular velocity stabilization control and attitude stabilization control for an underactuated spacecraft using only two single gimbal control moment gyros (SGCMGs) as actuators is investigated. First of all, the dynamic model of the underactuated spacecraft is established and the singularity of different configurations with the two SGCMGs is analyzed. Under the assumption that the gimbal axes of the two SGCMGs are installed in any direction, and that the total system angular momentum is not zero, a state feedback control law via Lyapunov method is designed to globally asymptotically stabilize the angular velocity of spacecraft. Under the assumption that the gimbal axes of the two SGCMGs are coaxially installed along anyone of the three principal axes of spacecraft inertia, and that the total system angular momentum is zero, a discontinuous state feedback control law is designed to stabilize three-axis attitude of spacecraft with respect to the inertial frame. Furthermore, the singularity escape of SGCMGs for the above two control problems is also studied. Simulation results demonstrate the validity of the control laws. 展开更多
关键词 Single gimbal control moment gyro ·Undcractuated spacecraft · Angular velocity stabilization · Three-axis attitude stabilization·Singularity
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Generalized projective synchronization between two chaotic gyros with nonlinear damping
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作者 闵富红 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第10期132-139,共8页
In this paper, the chaotic generalized projective synchronization of a controlled, noised gyro with an expected gyro is investigated by a simple control law. Based on the theory of discontinuous dynamical systems, the... In this paper, the chaotic generalized projective synchronization of a controlled, noised gyro with an expected gyro is investigated by a simple control law. Based on the theory of discontinuous dynamical systems, the necessary and sufficient conditions for such a synchronization are achieved. From such conditions, non-synchronization, partial and full synchronizations between the two coupled gyros are discussed. The switching scenarios between desynchronized and synchronized states of the two dynamical systems are shown. Numerical simulations are illustrated to verify the effectiveness of this method. 展开更多
关键词 generalized projective synchronization gyro systems discontinuous dynamical system switching scenarios
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FPGA-based design of laser gyro signal acquisition circuit
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作者 CHEN Jing LI Jinming 《Journal of Measurement Science and Instrumentation》 2025年第1期107-118,共12页
With the continuous evolution of electronic technology,field-programmable gate array(FPGA)has demonstrated significant advantages in the realm of signal acquisition and processing,and signal acquisition plays a pivota... With the continuous evolution of electronic technology,field-programmable gate array(FPGA)has demonstrated significant advantages in the realm of signal acquisition and processing,and signal acquisition plays a pivotal role in the practical applications of laser gyros.By analysis of the output signals from a laser gyro and an accelerometer,this paper presents a circuit design for signal acquisition of the laser gyro based on domestic devices.The design incorporates a finite impulse response(FIR)filter to process the gyro signal and employs a small-volume,impact-resistant quartz flexible accelerometer for signal aquisition.Simulation results demonstrate that the errors in X,Y,and Z axes fall within acceptable ranges while meeting filtering requirements.The use of FPGA for signal acquisition and preprocessing enhances configuration flexibility,which provides an idea and method for optimizing performance and processing signals in laser gyro applications. 展开更多
关键词 laser gyro signal acquisition field-programmable gate array(FPGA) finite impulse response(FIR)filter ACCELEROMETER
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AN IMPROVED ROTATION VECTOR ATTITUDE ALGORITHM FOR LASER STRAP-DOWN INERTIAL NAVIGATION SYSTEM 被引量:6
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作者 林雪原 刘建业 刘红 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2003年第1期47-52,共6页
The laser gyro is most su it able for building the strap down inertial navigation system (SINS), and its acc uracy of attitude algorithm can enormously affect that of the laser SINS. This p aper develops three improv... The laser gyro is most su it able for building the strap down inertial navigation system (SINS), and its acc uracy of attitude algorithm can enormously affect that of the laser SINS. This p aper develops three improved algorithmal expressions for strap down attitude ut ilizing the angular increment output by the laser gyro from the last two and cur rent updating periods according to the number of gyro samples, and analyses the algorithm error in the classical coning motion. Compared with the conventional algorithms, simulational results show that this improved algorithm has higher precision. A new way to improve the rotation vector algorithms is provided. 展开更多
关键词 laser gyro strap down attitude algo rithm coning motion rotation vector error analysis QUATERNION
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Model Development and Adaptive Imbalance Vibration Control of Magnetic Suspended System 被引量:10
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作者 汤亮 陈义庆 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2007年第5期434-442,共9页
A system model is developed to describe the translational and rotational motion of an active-magnetic-bearing-suspended rigid rotor in a single-gimbal control moment gyro onboard a rigid satellite. This model strictly... A system model is developed to describe the translational and rotational motion of an active-magnetic-bearing-suspended rigid rotor in a single-gimbal control moment gyro onboard a rigid satellite. This model strictly reflects the motion characteristics of the rotor by considering the dynamic and static imbalance as well as the coupling between the gimbal's and the rotor's motion on a satellite platform. Adaptive auto-centering control is carefully constructed for the rotor with unknown dynamic and static imbalance. The rotor makes its rotation about the principal axis of inertia through identifying the small rotational angles between the geometric axis and the principal axis as well as the displacements from the geometric center to the mass center so as to tune a stabilizing controller composed of a decentralized PD controller with cross-axis proportional gains and high- and low-pass filters. The main disturbance in the wheel spinning can thereby be completely removed and the vibration acting on the satellite attenuated. 展开更多
关键词 SATELLITE single-gimbal control moment gyro IMBALANCE active magnetic bearing JITTER
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Identification Method for RLG Random Errors Based on Allan Variance and Equivalent Theorem 被引量:3
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作者 唐江河 付振宪 邓正隆 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2009年第3期273-278,共6页
An identification method using Allan variance and equivalent theorem is proposed to identify non-stationary sensor errors mixed out of different simple noises. This method firstly derives the discrete Allan variances ... An identification method using Allan variance and equivalent theorem is proposed to identify non-stationary sensor errors mixed out of different simple noises. This method firstly derives the discrete Allan variances of all component noises inherent in noise sources in terms of their different equations; then the variances are used to estimate the parameters of all component noise models; finally, the original errors are represented by the sum of the non-stationary component noise model and the equivalent m... 展开更多
关键词 Allan variance equivalent theorem NON-STATIONARY auto-regressive and moving average model ring laser gyro
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基于多传感器融合的动态手势识别研究分析 被引量:6
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作者 马正华 李雷 +2 位作者 乔玉涛 戎海龙 曹海婷 《计算机工程与应用》 CSCD 北大核心 2017年第17期153-159,共7页
研究利用三类传感器(表面肌电仪、陀螺仪和加速度计)信号的特点进行信息融合,提高可识别动态手势动作的种类和准确率。将动态手势动作分解为手形、手势朝向和运动轨迹三个要素,分别使用表面肌电信号(s EMG)、陀螺仪信号(GYRO)和加速度信... 研究利用三类传感器(表面肌电仪、陀螺仪和加速度计)信号的特点进行信息融合,提高可识别动态手势动作的种类和准确率。将动态手势动作分解为手形、手势朝向和运动轨迹三个要素,分别使用表面肌电信号(s EMG)、陀螺仪信号(GYRO)和加速度信号(ACC)进行表征,利用多流HMMs进行动态手势动作的模式识别。对包含有5个运动轨迹和6个静态手形的识别实验结果表明,该方法可以有效地从连续信号中识别动态手势,三类传感器组合使用获得的全局平均识别率达到92%以上,明显高于任意两个传感器组合和仅采用单个传感器获得的平均识别率。实验表明该方法是一种有效的动态手势识别方法,并且相较于传统的动态手势识别的方法更具有优势。 展开更多
关键词 手势识别 表面肌电信号(sEMG) 加速度信号(ACC) 陀螺仪信号(GYRO) 多流隐马尔可夫模型(MHMMs)
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Target Seeker Gyro and Controls 被引量:2
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作者 汪渤 高洪民 +1 位作者 郝爱芳 董明杰 《Journal of Beijing Institute of Technology》 EI CAS 2002年第1期10-13,共4页
A composite target seeker gyro with dual spectral range infrared rays and millimeter waves, and the associated control methodology are developed. The static pressure air floated ball bearing is used to sustain the ou... A composite target seeker gyro with dual spectral range infrared rays and millimeter waves, and the associated control methodology are developed. The static pressure air floated ball bearing is used to sustain the outer frame, the optical fiber and wave guide are used to transmit these two kinds of signals to the rear part of the gyro, and the stator coils are used to get non contact angular measurement. Composite guiding, scanning, tracing and controlling can be achieved, the maximum tracing angular velocity can be as high as 16(°)/s. 展开更多
关键词 angle detecting scanning and tracing controls target seeker gyro
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GYRO BIAS ON-ORBIT CALIBRATION FOR MICRO SATELLITES 被引量:1
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作者 郁丰 刘建业 熊智 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2007年第4期300-304,共5页
According to gyro application in micro-satellites, a new gyro bias real-time on-orbit calibration technology is presented and it is independent of any other sensors. The approach relies on gyro on-orbit measurements r... According to gyro application in micro-satellites, a new gyro bias real-time on-orbit calibration technology is presented and it is independent of any other sensors. The approach relies on gyro on-orbit measurements restricted by satellite attitude dynamics and estimates the gyro bias generated when the gyro is electrified. Observability of the calibration model is analyzed and applicable conditions of the technology are derived. Simulation results indicate that the calibration algorithm is accurate and robust at gyro sampling rate, and its convergence speed is fast. Within the given attitude dynamics model error, the convergence time is less than 100 s and the convergence accuracy is about 1.0 (°)/h. Calibration performance can meet requirements of spacecraft operations. 展开更多
关键词 on-orbit calibration gyro bias Kalman filter micro satellite
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An Open-Loop Test of a Resonator Fiber Optic Gyro
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作者 张旭琳 马慧莲 +1 位作者 金仲和 丁纯 《Journal of Semiconductors》 EI CAS CSCD 北大核心 2006年第4期688-691,共4页
The resonator fiber optic gyro (R-FOG) ,which utilizes a resonance frequency change due to the Sagnac effect,is a promising candidate for the next generation inertial rotation sensor. In this study, an open-loop R-F... The resonator fiber optic gyro (R-FOG) ,which utilizes a resonance frequency change due to the Sagnac effect,is a promising candidate for the next generation inertial rotation sensor. In this study, an open-loop R-FOG is set up using phase modulation spectroscopy. First,the demodulation curve is obtained using a lock-in amplifier. From the demodulation signal,a gyro dynamic range of ± 4.2rad/s is obtained. Then,using different phase modulation frequencies,the open-loop gyro output signal is measured when the gyro is rotated clockwise or counterclockwise. The bias drift as a function of time is also measured. The fluctuation of the output over 5s is about 0.02rad/s. The drift can be reduced by taking countermeasures against system noise. 展开更多
关键词 OPTOELECTRONICS resonator fiber optic gyro phase modulation spectroscopy
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Electrode Location Efficiency and Equivalent Circuit for Flexure Vibration of Piezoelectric Beam
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作者 贾玉斌 孙雨南 秦秉坤 《Journal of Beijing Institute of Technology》 EI CAS 1999年第4期410-415,共6页
Aim To provide technical parameters for development of quartz gyro. Methods Theory of elastic beam was applied to piezoelectric beam. Based on the concept of equivalent volume force and energy conservation, the f... Aim To provide technical parameters for development of quartz gyro. Methods Theory of elastic beam was applied to piezoelectric beam. Based on the concept of equivalent volume force and energy conservation, the formula of electrode location efficiency was derived. And the electric system was compared with the dynamic one according to the principle of equivalent circuit for piezoelectric crystal, and the general formulae of the parameters for the equivalent circuit, R n L n C n , were derived. Results and Conclusion Optimum electrode location is chosen, and the derived equivalent circuit parameters are the theoretical base of the circuit design for quartz gyro. 展开更多
关键词 quartz Gyro vibration of piezoelectric beam electrode location efficiency equivalent circuit resonance frequency
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西藏及邻区高寒及干旱荒漠环境下灰岩表面风定向溶痕的初步研究
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作者 张捷 王富葆 +1 位作者 李升峰 申旭辉 《南京大学学报(自然科学版)》 CSCD 1995年第2期290-300,共11页
研究了我们在西藏及邻区的高寒及干旱荒漠环境下所发现的地表灰岩表面的一系列特殊微溶痕,其基本特征是风的作用对其定向起了主导作用,其表面的超微形态特征反映了其形成过程中既有水的溶蚀作用、又有风蚀作用的性质。这些形态的主要... 研究了我们在西藏及邻区的高寒及干旱荒漠环境下所发现的地表灰岩表面的一系列特殊微溶痕,其基本特征是风的作用对其定向起了主导作用,其表面的超微形态特征反映了其形成过程中既有水的溶蚀作用、又有风蚀作用的性质。这些形态的主要类型有波痕状微溶痕、定向脑纹状溶痕及多种脑纹石。文中还初步分析了其形成的机制与过程。 展开更多
关键词 微溶痕 风力定向 荒漠 西藏 灰岩 岩溶地貌
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