Semantic Communication System Based on Semantic Slice Models Propagation
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Journal on Selected Areas in Communications"
DOI: 10.1109/jsac.2022.3221948
Abstract: Traditional communication systems treat messages’ semantic aspects and meaning as irrelevant to communication, revealing its limitations in the era of artificial intelligence (AI), such as communication efficiency and intent-sharing among different entities. Through broadening the… read more here.
Keywords: system; communication; semantic communication; semantic slice ... See more keywords
Personalized Saliency in Task-Oriented Semantic Communications: Image Transmission and Performance Analysis
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal on Selected Areas in Communications"
DOI: 10.1109/jsac.2022.3221990
Abstract: Semantic communication, as a promising technology, has emerged to break through the Shannon limit, which is envisioned as the key enabler and fundamental paradigm for future 6G networks and applications, e.g., smart healthcare. In this… read more here.
Keywords: communication; semantic communication; oriented semantic; task oriented ... See more keywords
Deep Learning-Enabled Semantic Communication Systems With Task-Unaware Transmitter and Dynamic Data
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal on Selected Areas in Communications"
DOI: 10.1109/jsac.2022.3221991
Abstract: Existing deep learning-enabled semantic communication systems often rely on shared background knowledge between the transmitter and receiver that includes empirical data and their associated semantic information. In practice, the semantic information is defined by the… read more here.
Keywords: network; learning enabled; semantic communication; task ... See more keywords
One-to-Many Semantic Communication Systems: Design, Implementation, Performance Evaluation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Communications Letters"
DOI: 10.1109/lcomm.2022.3203984
Abstract: Semantic communication in the 6G era has been deemed a promising communication paradigm to break through the bottleneck of traditional communications. However, its applications for the multi-user scenario, especially the broadcasting case, remain under-explored. To… read more here.
Keywords: communication; semantic communication; many semantic; communication systems ... See more keywords
Classification-Oriented Distributed Semantic Communication for Multivariate Time Series
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2023.3265330
Abstract: We present a many-to-one distributed semantic communication system for multivariate time series classification. The system adopts a federated learning-based architecture to achieve low-redundancy collaborative inference, where an unsupervised auxiliary task is designed to coordinate the… read more here.
Keywords: semantic communication; distributed semantic; time series;
Semantic Communications: Overview, Open Issues, and Future Research Directions
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Wireless Communications"
DOI: 10.1109/mwc.101.2100269
Abstract: With the deployment of the fifth generation (5G) in many countries, people start to think about what the next-generation of wireless communications will be. The current communication technologies are already approaching the Shannon physical capacity… read more here.
Keywords: semantic communications; communication; semantic communication; overview open ... See more keywords
Context-Based Semantic Communication via Dynamic Programming
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Cognitive Communications and Networking"
DOI: 10.1109/tccn.2022.3173056
Abstract: Standard digital communication techniques allow us to set aside the meaning of the messages to concentrate on the transmission of bits efficiently and reliably. However, with the integration of artificial intelligence into communications technology and… read more here.
Keywords: based semantic; communication; semantic communication; communication via ... See more keywords
DRL-driven Dynamic Resource Allocation for Task-Oriented Semantic Communication
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Communications"
DOI: 10.1109/tcomm.2023.3274145
Abstract: Semantic communication has been regarded as a promising technology to serve upcoming intelligent applications. However, few studies have addressed the problem of resource allocation in semantic communication networks. Most resource allocation mechanisms act fairly to… read more here.
Keywords: semantic communication; task; communication; resource allocation ... See more keywords
Intelligent Fabric Enabled 6G Semantic Communication System for In-Cabin Scenarios
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2022.3174704
Abstract: With the large-scale commercialization of 5G, the global industry has started the exploration of the next generation mobile communication technology (6G). From mobile Internet, to IoT, and then to the smart connection of everything, 6G… read more here.
Keywords: communication; semantic communication; communication system; cabin scenarios ... See more keywords
Deep Learning Enabled Semantic Communication Systems
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DOI: 10.1109/tsp.2021.3071210
Abstract: Recently, deep learned enabled end-to-end communication systems have been developed to merge all physical layer blocks in the traditional communication systems, which make joint transceiver optimization possible. Powered by deep learning, natural language processing has… read more here.
Keywords: communication; learning enabled; communication systems; deep learning ... See more keywords
Understand-Before-Talk (UBT): A Semantic Communication Approach to 6G Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2022.3219363
Abstract: In Shannon theory, semantic aspects of communication were identified but considered irrelevant to the technical communication problems. Semantic communication (SC) techniques have recently attracted renewed research interests in $\rm 6^{th}$ generation (6G) wireless, because they… read more here.
Keywords: communication; semantic communication; multi modal; approach ... See more keywords