A selective replacement of convolutional layers by depthwise separable convolutions in JSCC systems cuts parameters substantially while keeping reconstruction performance nearly intact for wireless image transmission.
A novel light weight deep joint source-channel coding framework: Using 1D-CNN f or SNR and compression rate adaptation,
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Selective Depthwise Separable Convolution for Lightweight Joint Source-Channel Coding in Wireless Image Transmission
A selective replacement of convolutional layers by depthwise separable convolutions in JSCC systems cuts parameters substantially while keeping reconstruction performance nearly intact for wireless image transmission.