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Method and system for estimating the number of sources that are incident on a network of sensors, by estimation of the statistics of the noise.
Method and system for estimating the number of sources that are incident on a network of sensors, by estimation of the statistics of the noise.
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机译:通过估计噪声统计量来估计入射在传感器网络上的声源数量的方法和系统。
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摘要
Method and system for determining the number of incident light sources in a network including c. sensors receiving n observations characterized in that it comprises at least the following steps: calculating the matrix b and of its eigenvalues {λ1,.., λn} obtained from a signal received on c sensors, filing of {λ1,.., λn} in order to obtain λ1 ≥.. ≥ λn, initialization of i, i = m + 1 and i = i - 1 calculating the average and standard deviation of the eigenvalues of noise: calculating the average of the n - i smallest eigenvalues of the matrix b, the calculation of the standard deviation of the n - i smallest eigenvalues of the matrix b if λ1 av + ησ then this value, which belongs to the space signal and the number of sources present in the mixture is equal to i, where η is a threshold, which makes it possible to control the probability of false alarm if λ1 av + ησ, this value, which belongs to the space noise, repeat the steps.
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机译:确定包括c的网络中的入射光源的数量的方法和系统。接收n个观测值的传感器,其特征在于,至少包括以下步骤:计算矩阵b及其从在c个传感器上接收到的信号获得的特征值{λ1,..,λn},归档{λ1,..,λn}为了获得λ1≥.n≥λn,初始化i,i = m +1和i = i-1计算噪声特征值的平均值和标准偏差:计算噪声特征值的n-i个最小特征值的平均值矩阵b,如果λ1> av +ησ,则计算矩阵b的n-i个最小特征值的标准偏差,则该值属于空间信号并且混合物中存在的光源数量等于i,其中η是阈值,如果λ1展开▼