SNR-EQ-JSCC: Joint Source-Channel Coding With SNR-Based Embedding and Query [PDF]
IEEE Wireless Communications LettersCoping with the impact of dynamic channels is a critical issue in joint source-channel coding (JSCC)-based semantic communication systems. In this paper, we propose a lightweight channel-adaptive semantic coding architecture called SNR-EQ-JSCC. It is built upon the generic Transformer model and achieves channel adaptation (CA) by Embedding the signal ...
Hongwei Zhang 0006, Meixia Tao
exaly +9 more sources
Joint Early Stopping Criterions for Protograph LDPC Codes-Based JSCC System in Images Transmission [PDF]
Entropy, 2021 In this paper, a joint early stopping criterion based on cross entropy (CE), named joint CE criterion, is presented for double-protograph low-density parity-check (DP-LDPC) codes-based joint source-channel coding (JSCC) systems in images transmission to ...
Zhiping Xu, Lin Wang, Shaohua Hong
doaj +2 more sources
DD-JSCC: Dynamic Deep Joint Source-Channel Coding for Semantic Communications
ICC 2025 - IEEE International Conference on CommunicationsDeep Joint Source-Channel Coding (Deep-JSCC) has emerged as a promising semantic communication approach for wireless image transmission by jointly optimizing source and channel coding using deep learning techniques. However, traditional Deep-JSCC architectures employ fixed encoder-decoder structures, limiting their adaptability to varying device ...
Avi Deb Raha +5 more
openaire +6 more sources
Controversial Variable Node Selection-Based Adaptive Belief Propagation Decoding Algorithm Using Bit Flipping Check for JSCC Systems [PDF]
Entropy, 2022 An end-to-end joint source–channel (JSC) encoding matrix and a JSC decoding scheme using the proposed bit flipping check (BFC) algorithm and controversial variable node selection-based adaptive belief propagation (CVNS-ABP) decoding algorithm are ...
Hao Wang +4 more
doaj +2 more sources
Transmission of Still Images Using Low-Complexity Analog Joint Source-Channel Coding [PDF]
Sensors, 2019 An analog joint source-channel coding (JSCC) system designed for the transmission of still images is proposed and its performance is compared to that of two digital alternatives which differ in the source encoding operation: Joint Photographic Experts ...
Jose Balsa +4 more
doaj +2 more sources
HASCom: A Heterogeneous Affective-Semantic Communication Framework for Speech Transmission [PDF]
SensorsDriven by the development of next-generation wireless networks and the widespread adoption of sensing, communication is shifting from traditional bit-level transmission to intelligent, rich interactions within our digital social system. However, existing
Zhenjia Yu +4 more
doaj +2 more sources
Lightweight SNR-Adaptive Receiver-Side Enhancement for DeepJSCC-Based Wireless Image Transmission [PDF]
SensorsDeep joint source-channel coding (DeepJSCC) has emerged as a promising paradigm for semantic-aware wireless image transmission, achieving strong performance under challenging channel conditions.
Shouquan Hou, Peng Zhao, Nuo Chen
doaj +2 more sources
Hierarchical Semantic Transmission and Lyapunov-Optimized Online Scheduling for the Internet of Vehicles [PDF]
SensorsThe inherent redundancy in vehicle sensor data, coupled with constrained onboard resources and stringent latency requirements, renders traditional bit-oriented transmission paradigms inefficient for autonomous-driving perception tasks.
Le Jiang +4 more
doaj +2 more sources
CNN and Attention-Based Joint Source Channel Coding for Semantic Communications in WSNs [PDF]
SensorsWireless Sensor Networks (WSNs) have emerged as an efficient solution for numerous real-time applications, attributable to their compactness, cost-effectiveness, and ease of deployment.
Xinyue Liu +4 more
doaj +2 more sources
Optimal Design of Joint Protomatrix for DP-LDPC Codes-Based JSCC System Over on-Body Channel
IEEE Access, 2021 A high-quality data transmission scheme in wireless body area networks is implemented by a joint source-channel coding (JSCC) system with $M$ -ary differential chaos shift keying modulation over an on-body channel. Current DP-LDPC code pairs, which have
Dan Song +3 more
doaj +1 more source