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Fault tolerant navigation method for satellite based on information fusion and unscented Kalman filter 被引量:3
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作者 Dan Li Jianye Liu +1 位作者 Li Qiao Zhi Xiong 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2010年第4期682-687,共6页
An effective autonomous navigation system for the integration of star sensor,infrared horizon sensor,magnetometer,radar altimeter and ultraviolet sensor is developed.The requirements of the integrated navigation syste... An effective autonomous navigation system for the integration of star sensor,infrared horizon sensor,magnetometer,radar altimeter and ultraviolet sensor is developed.The requirements of the integrated navigation system manager make optimum use of the various navigation sensors and allow rapid fault detection,isolation and recovery.The normal full fusion feedback method of federated unscented Kalman filter(UKF) cannot meet the needs of it.So a no-reset feedback federated Kalman filter architecture is developed and used in the autonomous navigation system.The minimal skew sigma points are chosen to improve the calculation speed.Simulation results are presented to demonstrate the advantages of the algorithm.These advantages include improved failure detection and correction,improved computational efficiency,and reliability.Additionally,its' accuracy is higher than that of the full fusion feedback method. 展开更多
关键词 autonomous navigation information fusion unscented Kalman filter(UKF) fault detection.
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Novel method of improving the alignment accuracy of SINS on revolving mounting base 被引量:11
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作者 Qian Weixing Liu Jianye Zhao Wei Zhu Yanhua 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2009年第5期1052-1057,共6页
In the process of initial alignment for a strapdown inertial navigation system (SINS) on a stationary base, the east gyro drift rate is an important factor affecting the alignment accuracy of the azimuth misalignmen... In the process of initial alignment for a strapdown inertial navigation system (SINS) on a stationary base, the east gyro drift rate is an important factor affecting the alignment accuracy of the azimuth misalignment angle. When the Kalman filtering algorithm is adopted in initial alignment, it yields a constant error in the estimation of the azimuth misalignment angle because the east gyro drift rate cannot be estimated. To improve the alignment accuracy, a novel alignment method on revolving mounting base is proposed. The Kalman filtering algorithm of extending the measured values is studied. The theory of spectral condition number is utilized to analyze the degrees of observability of states. Simulation results show that the estimation accuracy of the azimuth misalignment angle is greatly improved through revolving mounting base, and the proposed method is efficient in initial alignment for a medium accurate SINS. 展开更多
关键词 inertial navigation initial alignment observability analysis Kalman filter spectral condition number.
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Adaptively Robust Phase Lock Loop for Low C/N Carrier Tracking in a GPS Software Receiver 被引量:14
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作者 MIAO Jian-Feng CHEN Wu +1 位作者 SUN Yong-Rong LIU Jian-Ye 《自动化学报》 EI CSCD 北大核心 2011年第1期52-60,共9页
在 GPS 应用程序的一个重要问题是怎么追踪 GPS (全球放系统) 在低 carrier-to-noise 比率(C/N ) 下面精确并且连续地发信号。在这份报纸,一个适应地柔韧的过滤器基于低 C/N 搬运人阶段锁循环(PLL ) 在一个 GPS 软件接收装置平台下面... 在 GPS 应用程序的一个重要问题是怎么追踪 GPS (全球放系统) 在低 carrier-to-noise 比率(C/N ) 下面精确并且连续地发信号。在这份报纸,一个适应地柔韧的过滤器基于低 C/N 搬运人阶段锁循环(PLL ) 在一个 GPS 软件接收装置平台下面被开发。就传统的追踪循环上的低 C/N 搬运人信号的效果而言,追踪循环的平行关联被建立。一个线性最佳的评估者被设计在 kinematics 模型和大小处理依赖噪音。而且,一个适应地柔韧的过滤器基于三片断功能被设计调整因素。当收到的信号在有利条件下面时,新过滤器的表演很类似于一个标准 Kalman 过滤器。为追踪的一个实际弱搬运人,这新提高的 PLL 聪明地根据全部的阶段神经质分析调节循环参数。它成功地由适应地平衡更新的动态模型状态和大小的影响抵抗孤立点和动态模型错误。新过滤器的坚韧性和效率被测试实验的一些真实数据表明。结果证实有追踪循环的这个适应地柔韧的阶段的阶段错误的标准差能在 24 dB-Hz 附近与卫星 C/N 比率到达 0.01 个周期,它显著地改进表演。 展开更多
关键词 GPS C/N 全球地位系统 参数控制
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Design and realization of synchronization circuit for GPS software receiver based on FPGA 被引量:5
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作者 Xiaolei Yu Yongrong Sun +1 位作者 Jianye Liu Jianfeng Miao 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2010年第1期20-26,共7页
With research on the carrier phase synchronization and symbol synchronization algorithm of demodulation module, a synchronization circuit system is designed for GPS software receiver based on field programmable gate a... With research on the carrier phase synchronization and symbol synchronization algorithm of demodulation module, a synchronization circuit system is designed for GPS software receiver based on field programmable gate array (FPGA), and a series of experiment is done on the hardware platform. The result shows the all-digital synchronization and demodulation of GPS intermediate frequency (IF) signal can be realized and applied in embedded real-time GPS software receiver system. It is verified that the decision-directed joint tracking algorithm of carrier phase and symbol timing for received signals from GPS is reasonable. In addition, the loop works steadily and can be used for receiving GPS signals using synchronous demodulation. The synchronization circuit for GPS software receiver designed based on FPGA has the features of low cost, miniaturization, low power and real-time. Surely, it will become one of the development directions for GPS and even GNSS embedded real-time software receiver. 展开更多
关键词 software receiver synchronization circuit field programmable gate army GPS joint tracking algorithm.
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