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
磁场能量收集是能源互联网中无线传感器供电的有效方法。磁场能量收集器(magnetic field energy harvester,MFEH)需要配合串联匹配电容、整流桥和DC-DC变换器以实现能量的最大功率提取与传输。然而,由MFEH与匹配电容和整流桥构成的高阶...磁场能量收集是能源互联网中无线传感器供电的有效方法。磁场能量收集器(magnetic field energy harvester,MFEH)需要配合串联匹配电容、整流桥和DC-DC变换器以实现能量的最大功率提取与传输。然而,由MFEH与匹配电容和整流桥构成的高阶非线性电路无法采用低阶简化模型对其输出特性展开分析。因匹配电容与等效电感谐振,整流桥的开路电压可能超过MFEH的交流开路电压峰值,不能简单地将MFEH的交流开路电压峰值视为整流桥的开路电压。为此,文中采用相量法和高斯-赛德尔迭代法建立高阶非线性整流桥的稳态最佳输出电压的精准模型;采用四阶-五阶龙格库塔自适应方法提取整流桥的暂态开路输出特性,实现非侵入式磁场能量收集的自供电的低功耗开路电压法最大功率跟踪方案。该研究可为磁场能量收集系统最大功率点的确定和开路电压法中参数的设定提供理论支撑。展开更多
根据高铁巡检车所采集轨腰图像中铁道塞钉图像的特点,在既有计算机视觉的目标检测算法的基础上,提出基于深度学习的铁道塞钉自动检测算法。在目标检测的区域选择阶段,借鉴显著性检测的思路,提出余谱区域候选(Spectrum Residual Region P...根据高铁巡检车所采集轨腰图像中铁道塞钉图像的特点,在既有计算机视觉的目标检测算法的基础上,提出基于深度学习的铁道塞钉自动检测算法。在目标检测的区域选择阶段,借鉴显著性检测的思路,提出余谱区域候选(Spectrum Residual Region Proposal,SRP)算法,即利用含塞钉的轨腰图像与不含塞钉的轨腰平均图像之间的频谱差异,通过快速傅里叶变换,得到两图像间的幅度谱差的绝对值(余谱),再通过快速傅里叶反变换及后处理,得到候选目标区域;然后在目标检测的特征提取阶段,设计塞钉卷积神经网络(plug Convolution Neural Network,pCNN),该网络通过4个卷积层、3个池化层、3个非线性变换层、3个规范化层、2个全连接层和1个泄露层,自动从候选目标区域逐层提取最能表现塞钉特征的特征图像;最后基于特征图像采用支持向量机(SVM)的分类器判断候选目标区域是否含有塞钉,从而实现塞钉的自动定位。大量实际测试以及与其他算法比较的结果表明,该算法的检测效果最优。展开更多
基金supported in part by the National High Technology Research and Development Program of China (863 Program)(2006AA12A108)CSC International Scholarship (2008104769)
文摘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.
文摘磁场能量收集是能源互联网中无线传感器供电的有效方法。磁场能量收集器(magnetic field energy harvester,MFEH)需要配合串联匹配电容、整流桥和DC-DC变换器以实现能量的最大功率提取与传输。然而,由MFEH与匹配电容和整流桥构成的高阶非线性电路无法采用低阶简化模型对其输出特性展开分析。因匹配电容与等效电感谐振,整流桥的开路电压可能超过MFEH的交流开路电压峰值,不能简单地将MFEH的交流开路电压峰值视为整流桥的开路电压。为此,文中采用相量法和高斯-赛德尔迭代法建立高阶非线性整流桥的稳态最佳输出电压的精准模型;采用四阶-五阶龙格库塔自适应方法提取整流桥的暂态开路输出特性,实现非侵入式磁场能量收集的自供电的低功耗开路电压法最大功率跟踪方案。该研究可为磁场能量收集系统最大功率点的确定和开路电压法中参数的设定提供理论支撑。
