Abstract: Kolmogorov-Arnold networks (KANs) have been gaining attention as promising alternatives to multi-layer perceptions (MLPs). In this work, we propose a novel KAN-based Koopman operator (KO) ...

Abstract: This paper investigates a dynamic beam hopping and power allocation problem in rate-splitting multiple access (RSMA) assisted multi-beam satellite system, in which beam services are ...