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 …
Wireless end-to-end image transmission system using semantic communications
Semantic communication is considered the future of mobile communication, which aims to
transmit data beyond Shannon's theorem of communications by transmitting the semantic …
transmit data beyond Shannon's theorem of communications by transmitting the semantic …
Tutorial-cum-survey on semantic and goal-oriented communication: research landscape, challenges, and future directions
SemCom and goal-oriented SemCom are designed to transmit only semantically-relevant
information and hence help to minimize power usage, bandwidth consumption, and …
information and hence help to minimize power usage, bandwidth consumption, and …
A unified approach to semantic information and communication based on probabilistic logic
Traditionally, studies on technical communication (TC) are based on stochastic modeling
and manipulation. This is not sufficient for semantic communication (SC) where semantic …
and manipulation. This is not sufficient for semantic communication (SC) where semantic …
An Asynchronous Multi-Task Semantic Communication Method
Semantic communication has sparked great interest, due to the rising demands of emerging
applications on high communication capacity and low latency. The majority of existing …
applications on high communication capacity and low latency. The majority of existing …
Mechanism Design for Semantic Communication in UAV-Assisted Metaverse: A Combinatorial Auction Approach
Metaverse enables users to experience a virtual space that resembles the real world. In the
Metaverse, virtual service providers (VSPs) maintain digital twins (DTs) of real-world entities …
Metaverse, virtual service providers (VSPs) maintain digital twins (DTs) of real-world entities …
Smart Grid Meets URLLC: A Federated Orchestration With Improved Communication for Efficient Energy Resources Management
Efficient data communication and machine learning aspects are crucial for orchestrating the
distributed resources of smart grid (SG) networks. 5G telecom technologies have enabled …
distributed resources of smart grid (SG) networks. 5G telecom technologies have enabled …
[HTML][HTML] Understanding global aggregation and optimization of federated learning
We investigate the hypothesis that exploring Federated Learning (FL) aggregation methods
can enhance training processes within FL frameworks, particularly in resource-constrained …
can enhance training processes within FL frameworks, particularly in resource-constrained …
Semantic communication: A survey on research landscape, challenges, and future directions
 Amid the global rollout of fifth-generation (5G) services, researchers in academia, industry,
and national labo? ratories have been developing proposals for the sixth generation (6G) …
and national labo? ratories have been developing proposals for the sixth generation (6G) …
An image adaptive rate mechanism in semantic communication for image endogenous semantics
G Shi, H Li, D Gao, M Yang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Despite deep learning's progress in semantic communication, traditional fixed-length
encoding does not adequately address the variable complexity of semantic content, often …
encoding does not adequately address the variable complexity of semantic content, often …