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    • 2. 发明授权
    • Method and apparatus for efficient extraction of information from signals
    • 从信号有效提取信息的方法和装置
    • US08930166B1
    • 2015-01-06
    • US13311912
    • 2011-12-06
    • Sreerupa DasAshis K. Maity
    • Sreerupa DasAshis K. Maity
    • G06F17/00G06K9/00G06F17/50G01R31/28
    • G06K9/00496G01R31/2837G06F17/5036G06K9/6249G06K9/6284
    • A method and device for extracting information from data representing a signal is disclosed. A set of data comprising a plurality of measurements of the signal generated at a first sampling rate is received from a sensor. A subset of the plurality of measurements is selected. A plurality of feature variables, each of which corresponds to a particular feature in a set of features that may be present in the signal are determined by deriving an underdetermined system of equations based on a selected basis function, the subset of the plurality of measurements, and the plurality of feature variables and corresponding features. The underdetermined system of equations is solved to determine a value for each feature variable using a non-linear optimization technique to minimize an L1 norm of the set of features. Feature information is stored in a storage medium.
    • 公开了一种从表示信号的数据中提取信息的方法和装置。 从传感器接收包括以第一采样率产生的信号的多个测量值的一组数据。 选择多个测量的子集。 多个特征变量,每个特征变量对应于可能存在于信号中的一组特征中的特定特征,通过基于所选择的基本函数,多个测量的子集导出不足的等式系统来确定, 以及多个特征变量和相应的特征。 使用非线性优化技术来解决未确定的方程组以确定每个特征变量的值,以使特征集合的L1范数最小化。 功能信息存储在存储介质中。