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    • 1. 发明申请
    • SIGNAL SEPARATION METHOD, SIGNAL SEPARATION DEVICE, SIGNAL SEPARATION PROGRAM, AND RECORDING MEDIUM
    • 信号分离方法,信号分离装置,信号分离程序和记录介质
    • WO2005024788A9
    • 2007-05-18
    • PCT/JP2004012629
    • 2004-09-01
    • NIPPON TELEGRAPH & TELEPHONEARAKI SHOKOSAWADA HIROSHIMAKINO SHOJIMUKAI RYO
    • ARAKI SHOKOSAWADA HIROSHIMAKINO SHOJIMUKAI RYO
    • G10L21/02G06K9/62
    • G10L21/0272G06K9/6245
    • When the number of signal sources N and the number of sensors M is in the relationship of N > M, a mixed signal can be separated with a high quality. Firstly, a value of an observed signal which has been observed in the sensor is converted in a signal value of a frequency region. By using the signal value in the frequency region, a relative value of the observed value between the sensors is calculated for each frequency. Next, each relative value is clustered into N classes and a representative value of each class is calculated. By using the representative values, a mask is created for extracting a value of a signal transmitted from the V (1 = V = M) signal sources. By using this mask, a value of the signal transmitted from the V signal sources is extracted from the signal value of the aforementioned frequency region. After this, if V = 1, the limit signal is directly outputted as a separation signal and if V = 2, ICA or the like is applied to the limit signal so as to obtain a separation signal.
    • 当信号源N的数量和传感器M的数量处于N> M的关系时,可以以高质量分离混合信号。 首先,将在传感器中观察到的观测信号的值转换为频率区域的信号值。 通过使用频率区域中的信号值,针对每个频率计算传感器之间的观测值的相对值。 接下来,将每个相对值聚类成N个类,并且计算每个类的代表值。 通过使用代表值,创建用于提取从V(1 = V = M)个信号源发送的信号的值的掩码。 通过使用该掩模,从上述频率区域的信号值中提取从V信号源发送的信号的值。 此后,如果V = 1,则将限制信号作为分离信号直接输出,如果V = 2,则将ICA等应用于限制信号,以获得分离信号。