… the semantic level. This article proposes a semantic communication method with artificial
intelligence … Therefore, the resource allocation in semantic communications also requires new …

… However, deploying semantic communications in wireless networks faces several … semantics,
semantic-oriented resource allocation, and the measurement of semantic communication …

… Finally, we introduce a novel approach to semantic communication, which we term context-based
semantic communication. Inspired by the way in which humans naturally communicate …

… However, deploying semantic communications in wireless networks … semantic-oriented
resource allocation, semantic encoding and decoding, measurement of semantic communication …

… communications has commenced, we present our vision on the role of semantic communications
(… These methods facilitate resource allocation for sophisticated distributed systems and …

… a transceiver via autoencoders or resource management protocols via deep reinforcement
learning (RL) [2]–[8]. In contrast, instead of augmenting or merely replacing existing network …

… 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 …

… resource allocation and semantic information extraction for energy efficient semantic
communications … In the considered model, a base station (BS) first extracts semantic information …

… communication scheme, which focuses on the … , semantic communication transmits the
semantic meaning of the source, instead of bit sequences of the source. Semantic communication …

… AI-driven security solutions for semantic communications and their challenges in Section
II. In Section III, we discuss current defense mechanisms for semantic transmission security. …