Semantic communications for future internet: Fundamentals, applications, and challenges
With the increasing demand for intelligent services, the sixth-generation (6G) wireless
networks will shift from a traditional architecture that focuses solely on a high transmission …
networks will shift from a traditional architecture that focuses solely on a high transmission …
Less data, more knowledge: Building next generation semantic communication networks
Semantic communication is viewed as a revolutionary paradigm that can potentially
transform how we design and operate wireless communication systems. However, despite a …
transform how we design and operate wireless communication systems. However, despite a …
Beyond transmitting bits: Context, semantics, and task-oriented communications
Communication systems to date primarily aim at reliably communicating bit sequences.
Such an approach provides efficient engineering designs that are agnostic to the meanings …
Such an approach provides efficient engineering designs that are agnostic to the meanings …
Semantic communications: Principles and challenges
Semantic communication, regarded as the breakthrough beyond the Shannon paradigm,
aims at the successful transmission of semantic information conveyed by the source rather …
aims at the successful transmission of semantic information conveyed by the source rather …
Realizing the metaverse with edge intelligence: A match made in heaven
Dubbed “the successor to the mobile Internet,” the concept of the Metaverse has recently
exploded in popularity. While there exists lite versions of the Metaverse today, we are still far …
exploded in popularity. While there exists lite versions of the Metaverse today, we are still far …
Twelve scientific challenges for 6G: Rethinking the foundations of communications theory
The research in the sixth generation of wireless networks needs to tackle new challenges in
order to meet the requirements of emerging applications in terms of high data rate, low …
order to meet the requirements of emerging applications in terms of high data rate, low …
Green edge AI: A contemporary survey
Artificial intelligence (AI) technologies have emerged as pivotal enablers across a multitude
of industries, including consumer electronics, healthcare, and manufacturing, largely due to …
of industries, including consumer electronics, healthcare, and manufacturing, largely due to …
Generative AI-driven semantic communication networks: Architecture, technologies and applications
Generative artificial intelligence (GAI) has emerged as a rapidly burgeoning field
demonstrating significant potential in creating diverse content intelligently and automatically …
demonstrating significant potential in creating diverse content intelligently and automatically …
Personalized saliency in task-oriented semantic communications: Image transmission and performance analysis
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 …
Shannon limit, which is envisioned as the key enabler and fundamental paradigm for future …
Deep learning-enabled semantic communication systems with task-unaware transmitter and dynamic data
H Zhang, S Shao, M Tao, X Bi… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
Existing deep learning-enabled semantic communication systems often rely on shared
background knowledge between the transmitter and receiver that includes empirical data …
background knowledge between the transmitter and receiver that includes empirical data …