Semantic communication meets edge intelligence

W Yang, ZQ Liew, WYB Lim, Z Xiong… - … Communications, 2022 - ieeexplore.ieee.org
… at the intersection of AI and communications toward SemCom, a … We provide a case study
of semantic-aware resource allocationallocation mechanism to derive the resource allocation

Online resource allocation for semantic-aware edge computing systems

Y Cang, M Chen, Z Yang, Y Hu, Y Wang… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
… the meaning of messages, semantic communications reveals the significant potential to …
propose a semantic-aware joint communication and computation resource allocation framework …

Stochastic resource allocation for semantic communication-aided virtual transportation networks in the metaverse

WC Ng, H Du, WYB Lim, Z Xiong… - … Communications and …, 2024 - ieeexplore.ieee.org
… to their preferred edge devices to receive the semantic data of interest. However, the …
resource allocation problem amid stochastic user demand, we propose a stochastic semantic

YOLO-based semantic communication with generative AI-aided resource allocation for digital twins construction

B Du, H Du, H Liu, D Niyato, P Xin, J Yu… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
communication quality during this process, we propose a semantic communication and
resource allocation … • Unlike traditional communication methods that necessitate transmitting all …

Semantic-Aware Resource Allocation in Constrained Networks with Limited User Participation

O Marnissi, HEL Hammouti, EH Bergou - arXiv preprint arXiv:2401.10766, 2024 - arxiv.org
allocation models to improve the performance of a semantic system. In this context, our paper
formulates the problem of resource allocation for semantic communication, … ted semantic

Semantic-Aware Vision-Assisted Integrated Sensing and Communication: Architecture and Resource Allocation

Y Lu, W Mao, H Du, OA Dobre… - … Communications, 2024 - ieeexplore.ieee.org
… rather than reconstruction, the semantic meaning behind the data … With semantic
communications, the raw data can be … semantic source-channel coding, semantic communications

Drl-based intelligent resource allocation for physical layer semantic communication with irs

B Hu, J Ma, Z Sun, J Liu, R Li, L Wang - Physical Communication, 2024 - Elsevier
… utilization of both semantic communication and IRS. In this paper, the resource allocation
problem in the IRS-assisted semantic communication network is investigated, and effective …

Performance optimization for semantic communications: An attention-based learning approach

Y Wang, M Chen, W Saad, T Luo… - … Communications …, 2021 - ieeexplore.ieee.org
… However, deploying semantic communications in wireless networks faces several … semantics,
semantic-oriented resource allocation, and the measurement of semantic communication

Resource allocation and common message selection for task-oriented semantic information transmission with rsma

Y Cheng, D Niyato, H Du, J Kang… - … Communications, 2023 - ieeexplore.ieee.org
… is proposed as an intelligent communication … , semantic communication transmits the
semantic meaning of the source, instead of bit sequences of the source. Semantic communication

Performance optimization for semantic communications: An attention-based reinforcement learning approach

Y Wang, M Chen, T Luo, W Saad… - … in Communications, 2022 - ieeexplore.ieee.org
… However, deploying semantic communications in wireless networks … semantic-oriented
resource allocation, semantic encoding and decoding, measurement of semantic communication