Method and System for Model Validation for Dynamic Systems Using Bayesian Principal Component Analysis
    1.
    发明申请
    Method and System for Model Validation for Dynamic Systems Using Bayesian Principal Component Analysis 审中-公开
    使用贝叶斯主成分分析的动态系统模型验证方法与系统

    公开(公告)号:US20120209575A1

    公开(公告)日:2012-08-16

    申请号:US13025497

    申请日:2011-02-11

    IPC分类号: G06F17/10

    摘要: A method and system for assessing the accuracy and validity of a computer model constructed to simulate a multivariate complex dynamic system. The method and system exploit a probabilistic principal component analysis method along with Bayesian statistics, thereby taking into account the uncertainty and the multivariate correlation in multiple response quantities. It enables a system analyst to objectively quantify the confidence of computer models/simulations, thus providing rational, objective decision-making support for model assessment. The validation methodology has broad applications for models of any type of dynamic system. In a disclosed example, it is used in a vehicle safety application.

    摘要翻译: 一种用于评估构建为模拟多变量复杂动态系统的计算机模型的准确性和有效性的方法和系统。 该方法和系统利用贝叶斯统计学的概率主成分分析方法,从而考虑到多个响应量的不确定性和多变量相关性。 它使系统分析师能够客观地量化计算机模型/模拟的置信度,从而为模型评估提供合理,客观的决策支持。 验证方法对于任何类型的动态系统的模型都有广泛的应用。 在公开的示例中,其用于车辆安全应用中。

    Method and device for the baseband process of the space-time/space-frequency/spatial diversity transmitter
    2.
    发明授权
    Method and device for the baseband process of the space-time/space-frequency/spatial diversity transmitter 有权
    用于空时/空时/空间分集发射机的基带处理的方法和装置

    公开(公告)号:US08248909B2

    公开(公告)日:2012-08-21

    申请号:US12296841

    申请日:2007-04-09

    IPC分类号: H04J11/00

    摘要: A method and device for the baseband process of space-time/space-frequency/spatial diversity transmitter in the SC-FDMA system, the device is characterized in that: 1) an encoding means is connected to the output end of the M-point DFT module; 2) a space-time encoding means, for encoding the corresponding symbol of at least two adjacent symbol sets, and outputting at least two data sets; each sub-carrier mapping means maps respectively each data set to the corresponding antenna, so that the mapped data satisfy the requirements: The symbols mapped on each antenna keep the same sequence as the M symbols outputted by the M-point DFT module; the mapped symbols keep the same sub-carrier interval; the M data of each mapped SC-FDMA symbol are the M outputted data of the DFT module, or the inverse of the M outputted data, or the complex conjugate of the M outputted data, or the inverse complex conjugate of the M outputted data. The present invention implements effective space diversity, reduces PAPR, and makes frequency domain equalization feasible.

    摘要翻译: 一种用于SC-FDMA系统中的时空/空频/空间分集发射机基带处理的方法和装置,其特征在于:1)编码装置连接到M点的输出端 DFT模块; 2)空时编码装置,用于编码至少两个相邻符号集的对应符号,并输出至少两个数据集; 每个子载波映射装置分别将每个数据集映射到相应的天线,使得映射的数据满足要求:映射在每个天线上的符号保持与M点DFT模块输出的M个符号相同的序列; 映射的符号保持相同的子载波间隔; 每个映射的SC-FDMA符号的M数据是DFT模块的M个输出数据,或M个输出数据的逆,或M个输出数据的复共轭,或M个输出数据的反复共轭。 本发明实现有效的空间分集,减少PAPR,使得频域均衡成为可能。

    METHOD AND DEVICE FOR THE BASEBAND PROCESS OF THE SPACE-TIME/SPACE -FREQUENCY/SPATIAL DIVERSITY TRANSMITTER
    3.
    发明申请
    METHOD AND DEVICE FOR THE BASEBAND PROCESS OF THE SPACE-TIME/SPACE -FREQUENCY/SPATIAL DIVERSITY TRANSMITTER 有权
    空间/空间 - 空间多样性发射机的基带过程的方法和装置

    公开(公告)号:US20090303866A1

    公开(公告)日:2009-12-10

    申请号:US12296841

    申请日:2007-04-09

    IPC分类号: H04J11/00 H04L27/00

    摘要: A method and device for the baseband process of space-time/space-frequency/spatial diversity transmitter in the SC-FDMA system, the device is characterized in that: 1) an encoding means is connected to the output end of the M-point DFT module; 2) a space-time encoding means, for encoding the corresponding symbol of at least two adjacent symbol sets, and outputting at least two data sets; each sub-carrier mapping means maps respectively each data set to the corresponding antenna, so that the mapped data satisfy the requirements: The symbols mapped on each antenna keep the same sequence as the M symbols outputted by the M-point DFT module; the mapped symbols keep the same sub-carrier interval; the M data of each mapped SC-FDMA symbol are the M outputted data of the DFT module, or the inverse of the M outputted data, or the complex conjugate of the M outputted data, or the inverse complex conjugate of the M outputted data. The present invention implements effective space diversity, reduces PAPR, and makes frequency domain equalization feasible.

    摘要翻译: 一种用于SC-FDMA系统中的时空/空频/空间分集发射机基带处理的方法和装置,其特征在于:1)编码装置连接到M点的输出端 DFT模块; 2)空时编码装置,用于编码至少两个相邻符号集的对应符号,并输出至少两个数据集; 每个子载波映射装置分别将每个数据集映射到相应的天线,使得映射的数据满足要求:映射在每个天线上的符号保持与M点DFT模块输出的M个符号相同的序列; 映射的符号保持相同的子载波间隔; 每个映射的SC-FDMA符号的M数据是DFT模块的M个输出数据,或M个输出数据的逆,或M个输出数据的复共轭,或M个输出数据的反复共轭。 本发明实现有效的空间分集,减少PAPR,使得频域均衡成为可能。