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结合积分与旋转调制的抗晃动对准
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作者 杨泳 李东霖 +2 位作者 付玉洁 孔令兵 徐开俊 《电光与控制》 北大核心 2026年第2期90-95,共6页
针对捷联惯导系统在晃动环境下抗干扰能力不足导致对准精度不高的问题,设计并实现一种结合积分与旋转调制的抗晃动对准方法。首先,分析旋转调制技术在误差补偿方面的原理,并构建了晃动基座情况下惯性器件的输出模型;随后,推导了基于积... 针对捷联惯导系统在晃动环境下抗干扰能力不足导致对准精度不高的问题,设计并实现一种结合积分与旋转调制的抗晃动对准方法。首先,分析旋转调制技术在误差补偿方面的原理,并构建了晃动基座情况下惯性器件的输出模型;随后,推导了基于积分的惯性系粗对准,通过姿态更新消除了角晃动的影响,并通过对比力积分减弱了线振动的干扰;最后,建立了晃动条件下的系统状态和量测方程,采用反馈校正的Kalman滤波算法进行精对准的最优估计。实验结果表明,相较于仅使用旋转调制抗晃动对准方法,所提方法在晃动环境下的水平精度和天向精度均有所提高。 展开更多
关键词 捷联惯导系统 旋转调制 晃动基座 初始对准
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一种基于参数辨识的SINS长时间高精度初始对准方法
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作者 严恭敏 尹晟 +2 位作者 张金云 姜欢 彭露 《中国惯性技术学报》 北大核心 2026年第3期221-227,共7页
针对传统捷联惯导系统(SINS)参数辨识初始对准中,基于时间多项式低阶近似的误差模型因舒勒振荡周期影响而难以实现长时间对准的问题,提出一种基于参数辨识的长时间高精度初始对准方法。该方法在包含姿态、速度与位置误差的完整惯导误差... 针对传统捷联惯导系统(SINS)参数辨识初始对准中,基于时间多项式低阶近似的误差模型因舒勒振荡周期影响而难以实现长时间对准的问题,提出一种基于参数辨识的长时间高精度初始对准方法。该方法在包含姿态、速度与位置误差的完整惯导误差传播方程基础上建立初始对准参数辨识模型,全面考虑舒勒周期、傅科周期、地球周期以及常值误差的影响,并以SINS东向和北向水平速度误差作为观测量,采用最小二乘法对失准角、初始速度误差和陀螺漂移进行辨识,从而实现SINS长时间的高精度初始对准。实验结果表明,所提方法取得了337.7 m/24 h的高精度定位结果,为长航时高精度应用场景提供了理论指导。 展开更多
关键词 捷联惯导系统 长时间初始对准 参数辨识 惯导误差传播方程
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Construction of the dynamic measurement algorithm for well inclination and azimuth in strapdown stable platform
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作者 Feng Sun Rui Zhang +3 位作者 Yi-feng Wang Wei Chen Hui-dong Mu Rui-wen Feng 《Applied Geophysics》 2025年第2期305-318,555,共15页
For strapdown stabilized platform used in automatic vertical drilling system,a new dynamic measurement algorithm based on three-axis accelerometer and three-axis fluxgate measurement signals is proposed and simulated ... For strapdown stabilized platform used in automatic vertical drilling system,a new dynamic measurement algorithm based on three-axis accelerometer and three-axis fluxgate measurement signals is proposed and simulated under the condition of small inclination dynamic rotation.The error compensation algorithm is also proposed.The bench test of strapdown stabilized platform is designed and carried out.The results show that:When the azimuth angle is the same,the larger the inclination angle is,the greater the error of the measurement results will be.When the inclination angle is the same,the measurement error is the largest when the azimuth angle is 90°and 270°,and the measurement error curve presents a sinusoidal change with the change of azimuth angle.After the error function compensation,the error curve between the calculation results and the true value is basically not affected by the inclination angle and the azimuth angle,and the calculation accuracy is signifi cantly improved.Under the random rotating speed of 0-180 rpm,the minimum error of the measured well inclination value was no more than 0.03°and the maximum was no more than 1.58°.The feasibility of the proposed dynamic azimuth measurement algorithm is verifi ed.This article provides a technical reference for the strapdown automatic drilling system. 展开更多
关键词 Automatic vertical drilling system strapdown stabilized platform Dynamic measurement Bench test
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Error Analysis and Compensation of Strapdown Inertial Navigation System 被引量:16
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作者 刘勤 刘莉 祁载康 《Journal of Beijing Institute of Technology》 EI CAS 2002年第2期117-120,共4页
Based on error analysis, the influence of error sources on strapdown inertial navigation systems is discussed. And the maximum permissible component tolerances are established. In order to achieve the desired accuracy... Based on error analysis, the influence of error sources on strapdown inertial navigation systems is discussed. And the maximum permissible component tolerances are established. In order to achieve the desired accuracy (defined by circular error probability), the types of appropriate sensors are chosen. The inertial measurement unit (IMU) is composed of those sensors. It is necessary to calibrate the sensors to obtain their error model coefficients of IMU. After calibration tests, the accuracy is calculated by uniform design method and it is proved that the accuracy of IMU is satisfied for the desired goal. 展开更多
关键词 error analysis strapdown inertial navigation system uniform design method calibration test
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一种卡方检验EKF在紧组合导航中的应用
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作者 杨一璠 张奇志 罗艳敏 《导航定位学报》 北大核心 2026年第1期100-107,共8页
针对捷联惯性导航系统(SINS)误差随时间累计及北斗卫星导航系统(BDS)抗干扰能力弱的问题,采用一种SINS与BDS紧组合的导航方案,以提高导航系统长时间工作的精度、抗干扰能力和稳定性。针对非线性组合导航系统中建模不准确引起的新息失配... 针对捷联惯性导航系统(SINS)误差随时间累计及北斗卫星导航系统(BDS)抗干扰能力弱的问题,采用一种SINS与BDS紧组合的导航方案,以提高导航系统长时间工作的精度、抗干扰能力和稳定性。针对非线性组合导航系统中建模不准确引起的新息失配问题,提出一种指数软卡方检验自适应扩展卡尔曼滤波算法(EKF):通过设置阈值判断新息是否异常,按新息异常程度使量测参与度呈指数规律降低。实验结果表明,SINS/BDS紧组合导航系统能够融合SINS抗干扰能力强和BDS卫星导航准确性高的优势,该指数软卡方检验自适应EKF算法能够有效解决系统新息失配问题,提高系统鲁棒性和稳定性,具有应用价值。 展开更多
关键词 捷联式惯性导航系统 北斗卫星导航系统(BDS) 组合导航 紧组合 卡方检验 扩展卡尔曼滤波(EKF)
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适用于光纤捷联惯导系统的增强中断对准方法研究
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作者 骆丹妮 高建明 范超 《传感器世界》 2026年第3期17-22,共6页
为提高光纤捷联惯导系统的初始对准精度,并在对准阶段有效估计惯性器件常值零偏用于导航阶段补偿,进而提升系统整体导航解算精度,文章提出适用于机载光纤捷联惯导系统的增强中断对准方法。首先,在初始精对准结束后继续卡尔曼滤波对准流... 为提高光纤捷联惯导系统的初始对准精度,并在对准阶段有效估计惯性器件常值零偏用于导航阶段补偿,进而提升系统整体导航解算精度,文章提出适用于机载光纤捷联惯导系统的增强中断对准方法。首先,在初始精对准结束后继续卡尔曼滤波对准流程,通过运动状态监测在对准过程做中断处理;其次,在运载体运动状态符合要求情况下,将滤波参数适配化调整处理继续对准;最后,以此作为初始对准结果重新导航,利用估计得到的惯性器件常值零偏对导航解算过程中的解算数据实时修正。通过动态试验验证,结果表明,此方法能够在无外界信息的情况下提高对准精度,实现对惯性器件常值零偏估计及补偿,最终达到提高系统导航解算精度的目的。 展开更多
关键词 光纤捷联惯导 增强中断对准 卡尔曼滤波 运动监测
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再论导引头半捷联伺服镜最优控制系统的性能提升
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作者 卓佳文 史守峡 +2 位作者 肖登伟 李春文 樊娜 《现代防御技术》 北大核心 2026年第1期85-95,共11页
设计了基于线性二次型的最优控制算法,提出利用输出残差积分控制提升最优控制器性能。在忽略摩擦的条件下,建立伺服系统的可控、可观测模型,根据线性二次型最优控制理论,求解伺服系统的最优控制律;研究摩擦对控制器性能造成的影响,并在... 设计了基于线性二次型的最优控制算法,提出利用输出残差积分控制提升最优控制器性能。在忽略摩擦的条件下,建立伺服系统的可控、可观测模型,根据线性二次型最优控制理论,求解伺服系统的最优控制律;研究摩擦对控制器性能造成的影响,并在最优控制回路中加入残差积分控制,提升了稳定阶段系统性能。试验结果表明,对比PID超前-滞后校正控制器,该控制器预置阶段无超调量、调节时间缩短了47%,稳定阶段响应延时减小55%以上,去耦率减小50%以上。加入残差积分控制后,解决了稳定阶段摩擦带来的曲线畸变(平顶与拖尾)问题,去耦率小于4%,延时减小40%以上。振动试验结果表明,设计的最优控制器具有稳定性和鲁棒性,为后续最优控制方法在型号产品上的工程化应用奠定了基础。 展开更多
关键词 半捷联导引头 伺服镜 最优控制 线性二次型 摩擦
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基于深度神经网络的捷联惯导误差预测与仿真
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作者 常路宾 刘进来 +2 位作者 何芳 李平兰 李开龙 《海军工程大学学报》 北大核心 2026年第1期7-13,84,共8页
为解决捷联惯性导航系统(strapdown inertial navigation system, SINS)误差累积问题,本文提出了一种基于深度神经网络(deep neural network, DNN)的误差预测方法。通过分析SINS误差特性,建立了双隐层前馈神经网络模型,并以IMU测量数据... 为解决捷联惯性导航系统(strapdown inertial navigation system, SINS)误差累积问题,本文提出了一种基于深度神经网络(deep neural network, DNN)的误差预测方法。通过分析SINS误差特性,建立了双隐层前馈神经网络模型,并以IMU测量数据和SINS解算结果为输入,预测并修正了导航误差。实验结果表明:经DNN修正后,姿态误差由10^(-2) rad降至10^(-4) rad,水平和天向速度误差均降至1 m/s以下,高度误差由10^(6)显著降低,经纬度最大偏差由10^(-3) rad减小至10^(-6) rad。该研究结果验证了DNN在惯性导航误差预测与修正中的应用价值。 展开更多
关键词 捷联惯导系统 深度神经网络 误差预测
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基于改进MCC算法的SINS/GNSS鲁棒导航方法
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作者 李鑫 戴梅 +1 位作者 孟翔飞 王彬 《传感技术学报》 北大核心 2026年第2期392-400,共9页
针对GNSS辅助惯导导航中,GNSS存在异常测量问题,研究了一种基于改进最大相关熵(Maximum Correntropy Criterion,MCC)算法的SINS/GNSS鲁棒导航方法。首先,对SINS/GNSS组合导航系统模型及滤波算法进行了分析,给出了15维状态方程及Kalman... 针对GNSS辅助惯导导航中,GNSS存在异常测量问题,研究了一种基于改进最大相关熵(Maximum Correntropy Criterion,MCC)算法的SINS/GNSS鲁棒导航方法。首先,对SINS/GNSS组合导航系统模型及滤波算法进行了分析,给出了15维状态方程及Kalman滤波方法;其次,利用线性回归方程及MCC代价函数分析了基于MCC算法的权函数计算方法;接着,针对MCC权函数计算过程中,对于大异常量测出现权值矩阵计算奇异问题,给出了分段权函数计算方法;最后,设计仿真实验和跑车试验,通过实验验证,所提出的改进MCC算法不仅可以抑制异常量测,还可以消除计算奇异问题。相较于传统Huber滤波算法,具有更稳定的导航定位结果。 展开更多
关键词 最大相关熵 鲁棒滤波 组合导航 捷联惯导系统 卫星导航系统
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相控阵雷达导引头天线罩瞄准线误差补偿方法
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作者 郑秋实 曹培培 +1 位作者 赵明翰 -宋旭鹏 《制导与引信》 2026年第1期15-21,共7页
针对天线罩瞄准线误差导致相控阵雷达导引头跟踪性能下降的问题,开展天线罩瞄准线误差补偿方法研究。在建立相控阵雷达导引头捷联去耦跟踪回路模型的基础上,提出了回路内和回路外两种天线罩瞄准线误差补偿方法,并重点针对回路外补偿方... 针对天线罩瞄准线误差导致相控阵雷达导引头跟踪性能下降的问题,开展天线罩瞄准线误差补偿方法研究。在建立相控阵雷达导引头捷联去耦跟踪回路模型的基础上,提出了回路内和回路外两种天线罩瞄准线误差补偿方法,并重点针对回路外补偿方法进行了理论计算和半实物仿真试验。试验结果表明:经天线罩瞄准线误差补偿后,导引头跟踪性能得到了有效改善,其视线角速度跟踪精度和隔离度得到大幅提升。 展开更多
关键词 相控阵雷达导引头 捷联去耦 天线罩瞄准线误差补偿
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Error Analysis of a Dynamically Tuned Gyro Strapdown Northfinder 被引量:10
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作者 齐宇同 陈峰浴 苏海滨 《Journal of Beijing Institute of Technology》 EI CAS 1999年第3期331-336,共6页
Aim To analyze the mathematical error model of a dynamically tuned gyro (DTG) strapdown northfinder in detail, guide the process of design, manufacture and adjustment of northfinder. Methods Each error source of thi... Aim To analyze the mathematical error model of a dynamically tuned gyro (DTG) strapdown northfinder in detail, guide the process of design, manufacture and adjustment of northfinder. Methods Each error source of this type of northfinder was determined, and the influence of each source on northfinding result was formulated. Results and Conclusion Under the guidance of the analysis, select relevant method for each source which has different effect on result to reduce northfinding error, a type of northfinder meeting the practical requirements of user was developed. 展开更多
关键词 northfinder strapdown dynamically tuned gyro (DTG) ERROR
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Quaternion-Based Kalman Filter for Micro-machined Strapdown Attitude Heading Reference System 被引量:18
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作者 高钟毓 牛小骥 郭美凤 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2002年第3期171-175,共5页
A Kalman filter used in strapdown AHRS (Attitude Heading Reference System) based on micro machined inertial sensors is introduced. The composition and principle of the system are described. The attitude algorithm and ... A Kalman filter used in strapdown AHRS (Attitude Heading Reference System) based on micro machined inertial sensors is introduced. The composition and principle of the system are described. The attitude algorithm and error model of the system are derived based on the quaternion formulation. The real time quaternion based Kalman filter is designed. Simulation results show that accuracy of the system is better than 0.04 degree without disturbance of lateral acceleration and reduced to 0.44 degree with l... 展开更多
关键词 quaternion algebra Kalman filter micro machined inertial sensors strapdown AHRS
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A fast and accurate initial alignment method for strapdown inertial navigation system on stationary base 被引量:11
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作者 Xinlong WANG Gongxun SHEN 《控制理论与应用(英文版)》 EI 2005年第2期145-149,共5页
In this work,a fast and accurate stationary alignment method for strapdown inertial navigation system (SINS) is proposed. It has been demonstrated that the stationary alignment of SINS can be improved by employing t... In this work,a fast and accurate stationary alignment method for strapdown inertial navigation system (SINS) is proposed. It has been demonstrated that the stationary alignment of SINS can be improved by employing the multiposition technique,but the alignment time of the azimuth error is relatively longer. Over here, the two-position alignment principle is presented. On the basis of this SINS error model, a fast estimation algorithm of the azimuth error for the initial alignment of SINS on stationary base is derived fully from the horizontal velocity outputs and the output rates, and the novel azimuth error estimation algorithm is used for the two-position alignment. Consequently, the speed and accuracy of the SINS' s initial alignment is enhanced greatly. The computer simulation results illustrate the efficiency of this alignment method. 展开更多
关键词 strapdown inertial navigation system (SINS) Initial alignment Kalman filter OBSERVABILITY
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Research on Attitude Pursuit Guidance Law for Strapdown Homing System 被引量:3
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作者 宋建梅 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2004年第4期235-239,共5页
This paper comprehensively analyzes the attitude pursuit guidance law whichis one of the simple guidance methods for strapdown homing guidance system. Via the analyticalsolution of attitude pursuit, limitations on the... This paper comprehensively analyzes the attitude pursuit guidance law whichis one of the simple guidance methods for strapdown homing guidance system. Via the analyticalsolution of attitude pursuit, limitations on the velocities of missile and target are presented. Theinfluence of damping, lagging and transfer parameter from rudder deviation to angle of attack onthe attitude pursuit guidance law is discussed by using Automatic Control Theory. It is concludedthat the velocities of missile and target should not be too large, and the stable loop of missilebody should have some damping when the missile guidance system has inherent lagging, and thetransfer parameter mentioned above should not be too large when the attitude pursuit guidance law isused. 展开更多
关键词 strapdown homing guidance attitude pursuit guidance DAMPING lagging MISSILE
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Optical flow based guidance system design for semi-strapdown image homing guided missiles 被引量:5
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作者 Huang Lan Song Jianmei +1 位作者 Zhang Minqiang Cai Gaohua 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2016年第5期1345-1354,共10页
This paper focuses mainly on semi-strapdown image homing guided (SSIHG) system design based on optical flow for a six-degree-of-freedom (6-DOF) axial-symmetric skid-to-turn missile. Three optical flow algorithms s... This paper focuses mainly on semi-strapdown image homing guided (SSIHG) system design based on optical flow for a six-degree-of-freedom (6-DOF) axial-symmetric skid-to-turn missile. Three optical flow algorithms suitable for large displacements are introduced and compared. The influence of different displacements on computational accuracy of the three algorithms is analyzed statistically. The total optical flow of the SSIHG missile is obtained using the Scale Invariant Feature Transform (SIFT) algorithm, which is the best among the three for large displacements. After removing the rotational optical flow caused by rotation of the gimbal and missile body from the total optical flow, the remaining translational optical flow is smoothed via Kalman filtering. The circular navigation guidance (CNG) law with impact angle constraint is then obtained utilizing the smoothed translational optical flow and position of the target image. Simulations are carried out under both disturbed and undisturbed conditions, and results indicate the proposed guidance strategy for SSIHG missiles can result in a precise target hit with a desired impact angle without the need for the time-to-go parameter. 展开更多
关键词 Guidance strategy Impact angle Optical flow Scale Invariant Feature Transform (SIFT) Semi-strapdown image homing guided (SSIHG) missile
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Strapdown Homing Guidance System Design for Some Ammunition 被引量:1
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作者 宋建梅 李全运 《Journal of Beijing Institute of Technology》 EI CAS 2006年第1期43-47,共5页
The strapdown homing guidance system for some ammunition was mainly studied. A strong tracking Kalman filter was designed for the strapdown homing guidance system using the information measured by the strapdown homing... The strapdown homing guidance system for some ammunition was mainly studied. A strong tracking Kalman filter was designed for the strapdown homing guidance system using the information measured by the strapdown homing seeker to estimate relative movement variables between the ammunition and target. Then the optimal proportional law, which using the estimated information, guided the ammunition. Simulation results show that the designed strapdown homing guidance system with strong tracking Kalman filter can attack the maneuvering target effectively, and satisfy the performance index for the guided ammunition system. 展开更多
关键词 strapdown homing guidance strong tracking Kalman filter optimal proportional law
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Research on Test Data Distribution of Strapdown Inertial Measurement Unit Based on Bayesian Method 被引量:1
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作者 徐军辉 汪立新 钱培贤 《Defence Technology(防务技术)》 SCIE EI CAS 2008年第3期214-217,共4页
Aiming at that the successive test data set of the strapdown inertial measurement unit is always small,a Bayesian method is used to study its statistical characteristics.Its prior and posterior distributions are set u... Aiming at that the successive test data set of the strapdown inertial measurement unit is always small,a Bayesian method is used to study its statistical characteristics.Its prior and posterior distributions are set up by the method and the pretest,sample and population information.Some statistical inferences can be made based on the posterior distribution.It can reduce the statistical analysis error in the case of small sample set. 展开更多
关键词 战术导弹 数学统计学 惯性测量 技术性能
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An improved computation scheme of strapdown inertial navigation system using rotation technique 被引量:8
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作者 张伦东 练军想 +1 位作者 吴美平 胡小平 《Journal of Central South University》 SCIE EI CAS 2012年第5期1258-1266,共9页
To improve the accuracy of strapdown inertial navigation system(SINS) for long term applications,the rotation technique is employed to modulate the errors of the inertial sensors into periodically varied signals,and,a... To improve the accuracy of strapdown inertial navigation system(SINS) for long term applications,the rotation technique is employed to modulate the errors of the inertial sensors into periodically varied signals,and,as a result,to suppress the divergence of SINS errors.However,the errors of rotation platform will be introduced into SINS and might affect the final navigation accuracy.Considering the disadvantages of the conventional navigation computation scheme,an improved computation scheme of the SINS using rotation technique is proposed which can reduce the effects of the rotation platform errors.And,the error characteristics of the SINS with this navigation computation scheme are analyzed.Theoretical analysis,simulations and real test results show that the proposed navigation computation scheme outperforms the conventional navigation computation scheme,meanwhile reduces the requirement to the measurement accuracy of rotation angles. 展开更多
关键词 strapdown inertial navigation system rotation technique navigation computation scheme error characteristic
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Research on identifying the dynamic error model of strapdown gyro on 3-axis turntable 被引量:5
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作者 王海 任顺清 王常虹 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2005年第6期630-634,共5页
The dynamic errors of gyros are the important error sources of a strapdown inertial navigation system. In order to identify the dynamic error model coefficients accurately, the static error model coefficients which la... The dynamic errors of gyros are the important error sources of a strapdown inertial navigation system. In order to identify the dynamic error model coefficients accurately, the static error model coefficients which lay a foundation for compensating while identifying the dynamic error model are identified in the gravity acceleration fields by using angular position function of the three-axis turntable. The angular acceleration and angular velocity are excited on the input, output and spin axis of the gyros when the outer axis and the middle axis of a three-axis turntable are in the uniform angular velocity state simultaneously, while the inner axis of the turntable is in different static angular positions. 8 groups of data are sampled when the inner axis is in 8 different angular positions. These data are the function of the middle axis positions and the inner axis positions. For these data, harmonic analysis method is applied two times versus the middle axis positions and inner axis positions respectively so that the dynamic error model coefficients are finally identified through the least square method. In the meantime the optimal angular velocity of the outer axis and the middle axis are selected by computing the determination value of the information matrix. 展开更多
关键词 strapdown gyro dynamic error model harmonic analysis three-axis turntable
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Non-Exchangeable Error Compensation for Strapdown Inertial Navigation System in High Dynamic Environment 被引量:2
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作者 Qi Wang Changsong Yang Shao’en Wu 《Computers, Materials & Continua》 SCIE EI 2020年第8期973-986,共14页
Strapdown non-exchangeable error compensation technology in high dynamic environment is one of the key technologies of strapdown inertial navigation system.Mathematical platform is used in strapdown inertial navigatio... Strapdown non-exchangeable error compensation technology in high dynamic environment is one of the key technologies of strapdown inertial navigation system.Mathematical platform is used in strapdown inertial navigation system instead of physical platform in traditional platform inertial navigation system,which improves reliability and reduces cost and volume of system.The maximum error source of attitude matrix solution is the non-exchangeable error of rotation due to the non-exchangeable of finite rotation of rigid bodies.The rotation non-exchangeable error reaches the maximum in coning motion,although it can be reduced by shortening the correction period and increasing the real-time calculation.The equivalent rotation vector method is used to modify the attitude to reduce the coning error in this paper.Simulation experiments show that the equivalent rotation vector method can effectively suppress the non-exchangeable error and improve the accuracy of attitude calculation. 展开更多
关键词 strapdown error compensation coning motion equivalent rotation vector simulation experiments
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