… , channel-wise soft attention … in source coding and the channel coding rate according to the
range of SNR. Compared with [29] where neither the transmitter nor the receiver has channel …

… Gündüz, “Deep joint sourcechannel coding for wireless image transmission,” IEEE … Rodrigues,
“Wireless image transmission using deep source channel coding with attention modules,” …

… of code in the calculation to implement our method within existing channel attention methods…
To improve efficiency, GCNet [4] proposes to use a simple spatial attention module and …

… input to control the JSCC encoder and decoder. This concept is realized by incorporating
dedicated modules like attention modules or SNR-adaptive modules. However, this approach …

… Accordingly, we develop the Transformer ANN architecture and rate attention mechanism
to … In this part, we present the implementation details of each module in NTSCC. As …

… [16], feedback [17], progressive transmission [18] or additional attention modules that deal
with different signal-to-noise ratio (SNR) [19] [20]. The idea of deep JSCC is also adopted for …

… The human subjective perception or task attention is certainly a semantic refinement to the …
the modular implementation of SCT retains channel coding and digital modulation modules to …

… modules, including pilot design, channel estimation, and … Joint sourcechannel coding [27]
initiates the words with Glove … [28], the attention mechanism was used for the semantic coder, …

… architecture [15] as the encoder-decoder network. A small … The source images consist of
10,557 images in 650 × 640 × 8 … used to benchmark our attention module results. This baseline …

… The module embeds AG, spatial, and channel attention modules to further improve the … the
feature map information output from the encoder module via skipping connections as well as …