… , 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 …

… and receiver, DeepJSCC encoder and decoder are enhanced by an attention feature (AF) …
task performance (RTP) modules are also introduced. The RTP module generates a required …

… The Attention layer refers to the simplified attention module proposed in [18], which reduces
the computation cost of the attention module originally proposed in [19]. While the attention …

… Abstract—In this paper, we propose two deep joint source and channel coding (DJSCC)
structures with attention modules for the multi-input multi-output (MIMO) channel, including a …

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

… based on the modular noisy source-channel model (SC) [2]. … as an additional complementary
module to rescore each … -based system and the encoder of the attention-based system …

… 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 …

… Wireless image transmission using deep source channel coding with attention modules.
IEEE Transactions on Circuits and Systems for Video Technology, 2022, 32(4): 2315 - 2328. …