… based JSCC for the transmission of text over wireless communications channels for the first
… a joint source channel encoder and a joint source channel decoder for image source. This …

… source channel coding (JSCC) scheme for wireless image transmission over multipath
fading channels … The proposed encoder and decoder use convolutional neural networks (CNN) …

… Introduction We consider wireless transmission of images in … noisy channel. The receiver
receives the output of only a subset of the channels, and tries to reconstruct the original image …

… deep joint source-channel coding (JSCC) scheme for wireless image transmission. The
pro… control the rate based on the channel condition and image contents. Specifically, a policy …

… the problem of joint source-channel coding (JSCC) for multi-user transmission of images
over noisy channels, an autoencoder-based novel deep joint sourcechannel coding scheme is …

… the wireless image transmission problem by considering both the end-to-end distortion
and the perceptual quality of the reconstructed image. To achieve realistic high-quality image …

… , the source measurements are directly mapped to channel … -of-the-art digital schemes for
wireless image transmission [3, 4, 5]. … architectures for image retrieval over wireless channels, …

… Abstract—We present a learning-based channel-adaptive joint source and channel coding
(CA-JSCC) scheme for wireless image transmission over multipath fading channels. The …

… used to realize joint source-channel coding for wireless image transmission, and recent …
ther enhanced by using channel output feedback [10] and refinement transmission methods [21][…

… Advances in the model architecture and training strategy can bring further performance
improvements in the image transmission task, and the general design principles presented in this …