Semantics-empowered communications: A tutorial-cum-survey
Along with the springing up of the semantics-empowered communication (SemCom)
research, it is now witnessing an unprecedentedly growing interest towards a wide range of …
research, it is now witnessing an unprecedentedly growing interest towards a wide range of …
Making sense of meaning: A survey on metrics for semantic and goal-oriented communication
Semantic communication (SemCom) aims to convey the meaning behind a transmitted
message by transmitting only semantically-relevant information. This semantic-centric …
message by transmitting only semantically-relevant information. This semantic-centric …
Large language models empowered autonomous edge AI for connected intelligence
The evolution of wireless networks gravitates towards connected intelligence, a concept that
envisions seamless interconnectivity among humans, objects, and intelligence in a hyper …
envisions seamless interconnectivity among humans, objects, and intelligence in a hyper …
Curriculum learning for goal-oriented semantic communications with a common language
MK Farshbafan, W Saad… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Goal-oriented semantic communication will be a pillar of next-generation wireless networks.
Despite significant recent efforts in this area, most prior works are focused on specific data …
Despite significant recent efforts in this area, most prior works are focused on specific data …
Neuro-symbolic causal reasoning meets signaling game for emergent semantic communications
Semantic communication (SC) is an effective approach to communicate reliably with minimal
data transfer while simultaneously providing seamless connectivity. In this paper, a novel …
data transfer while simultaneously providing seamless connectivity. In this paper, a novel …
Optimization of image transmission in cooperative semantic communication networks
W Zhang, Y Wang, M Chen, T Luo… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this paper, a semantic communication framework for image data transmission is
developed. In the investigated framework, a set of servers cooperatively transmit image data …
developed. In the investigated framework, a set of servers cooperatively transmit image data …
A joint communication and computation design for semantic wireless communication with probability graph
In this paper, the problem of joint communication and computation design for probability
graph-based semantic communication over wireless networks is investigated. In the …
graph-based semantic communication over wireless networks is investigated. In the …
Causal reasoning: Charting a revolutionary course for next-generation ai-native wireless networks
Despite the basic premise that next-generation wireless networks (eg, 6G) will be artificial
intelligence (AI)-native, to date, most existing efforts remain either qualitative or incremental …
intelligence (AI)-native, to date, most existing efforts remain either qualitative or incremental …
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 contents intelligently and …
demonstrating significant potential in creating diverse contents intelligently and …
Causal semantic communication for digital twins: A generalizable imitation learning approach
A digital twin (DT) leverages a virtual representation of the physical world, along with
communication (eg, 6G), computing (eg, edge computing), and artificial intelligence (AI) …
communication (eg, 6G), computing (eg, edge computing), and artificial intelligence (AI) …