Learning based joint coding-modulation for digital semantic communication systems

Y Bo, Y Duan, S Shao, M Tao - … on Wireless Communications …, 2022 - ieeexplore.ieee.org
… The intrinsic mechanism of neural network based digital modulation is mapping continuous
… joint codingmodulation scheme for digital semantic communications with BPSK modulation. …

Rethinking modern communication from semantic coding to semantic communication

K Lu, Q Zhou, R Li, Z Zhao, X Chen… - … Communications, 2022 - ieeexplore.ieee.org
… -level transmission, we put forward a new learning scheme for semantic communication
that minimizes the semantic distance, or maximizes the semantic similarity of the sent and …

Joint coding-modulation for digital semantic communications via variational autoencoder

Y Bo, Y Duan, S Shao, M Tao - … on Communications, 2024 - ieeexplore.ieee.org
… in realizing digital modulation in semantic communications. To tackle the above challenges
in NN-based digital semantic communications, we propose a joint coding-modulation (JCM) …

Adaptive modulation and retransmission scheme for semantic communication systems

H Gao, G Yu, Y Cai - … on Cognitive Communications and …, 2023 - ieeexplore.ieee.org
… Then, based on the proposed algorithm, we develop an adaptive modulation scheme in
semantic communication systems. However, when the channel condition becomes too bad, …

A theory of semantic communication

Y Shao, Q Cao, D Gündüz - IEEE Transactions on Mobile …, 2024 - ieeexplore.ieee.org
communication is implemented (eg, coding and modulation schemes, etc.). As stated in
Problem 1, semantic communication … , leveraging the agreed semantic and technical languages …

Communication beyond transmitting bits: Semantics-guided source and channel coding

J Dai, P Zhang, K Niu, S Wang, Z Si… - … Communications, 2022 - ieeexplore.ieee.org
communication channels are digital or analog. Given the semantic guidance, source and
channel coding can either resort to classical coding schemes combined with digital modulation

Joint source-channel coding for channel-adaptive digital semantic communications

J Park, Y Oh, S Kim, YS Jeon - … on Cognitive Communications …, 2024 - ieeexplore.ieee.org
… In semantic communication systems with digital modulation … but also due to diverse
modulation orders. To address this … robustness of the digital semantic communication system. We …

Towards semantic communications: A paradigm shift

K Niu, J Dai, S Yao, S Wang, Z Si, X Qin… - arXiv preprint arXiv …, 2022 - arxiv.org
… It can utilize the traditional separation-based source and channel coding combined with
modulation to produce digital signals. It can also directly generate the analog signals by using …

Toward semantic communications: Deep learning-based image semantic coding

D Huang, F Gao, X Tao, Q Du… - … Areas in Communications, 2022 - ieeexplore.ieee.org
… In this paper, we conceive the semantic communications for image data that is much more
richer in semantics and … The SPADE modulates the layer activation in accordance with s to …

A paradigm shift toward semantic communications

K Niu, J Dai, S Yao, S Wang, Z Si… - … Communications …, 2022 - ieeexplore.ieee.org
… a brief tutorial on the framework of semantic communications, its gain analyzed from the …
the semantic compression bound, and an exemplary use case of semantic communications. …