… Particularly, DL has shown its great potentials to solve the existing technical problems in
both physical layer communications [4]–[6] and wireless resource allocations [7], [8]. …

… Finally, we show the performance comparison between the complete semantic communication
system combined with MDMA and the traditional semantic communication system. …

… semantics are instrumental in assessing communication performance when messages carry
meanings, and optimal communication … is formulated to study resource allocation in a fading …

… semantics can be extracted from raw images. Subsequently, we formulate a semantic resource
allocation … on the approximate semantic entropy and the semantic rate. Furthermore, a …

… semantic communication is adopted at the control center to extract task-oriented semantic
… Following the other related works [3], [27], we focus on the semantic and resource allocation …

… This approach is also called goal-oriented communication in the semantic
communication literature [4]. In [5], both separation-based and joint source channel coding (JSCC) …

… efficiency and save bandwidth by optimizing resource allocation through the integration of
cloud computing and edge computing [17], [18]. Some researchers turn to SC to reduce the …

… the semantic extraction taskoriented dynamic multi-time scale user admission and resource
allocation … in various industries, the offloading of semantic extraction tasks which are mainly …

… in terms of resource consumption reduction and communication efficiency improvements. …
of performing an efficient resource allocation to support semantic images transmission over a …

… a large semantic coding model can accurately distil semantics, … a large amount of computing
resources, which are also … joint computing resources and bandwidth allocation for SemCom …