Algorithm 1 WCF Algorithm |
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INITIALIZATION: |
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Sensor number: ; Number of sensors: ; Number of decomposition levels: . |
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read Ten sets of measured data (). |
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load Filter coefficient (). |
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WAVELET DECOMPOSITION: |
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repeat |
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Perform multiscale wavelet compression on . |
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Obtain compression signal data and detailed part of the wavelet composition. |
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. |
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until. |
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FUSION ESTIMATION: |
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Conduct data fusion on and obtain the fusion estimate . |
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Obtain the average of . |
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Obtain optimal estimation of wavelet coefficients after fusion estimation. |
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Construct a threshold function and obtain the fused global threshold . Then, perform threshold processing on ; the result is . |
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SIGNAL RECONSTRUCTION: |
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repeat |
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Take the inverse wavelet transform. |
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Update the wavelet coefficients. |
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. |
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until. |
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END |