Channel Modeling for FR3 Upper Mid-band via Generative Adversarial Networks

arXiv:2404.17069v1 Announce Type: cross
Abstract: The upper mid-band (FR3) has been recently attracting interest for new generation of mobile networks, as it provides a promising balance between spectrum availability and coverage, which are inherent limitations of the sub 6GHz and millimeter wave bands, respectively. In order to efficiently design and optimize the network, channel modeling plays a key role since FR3 systems are expected to operate at multiple frequency bands. Data-driven methods, especially generative adversarial networks (GANs), can capture the …

abstract adversarial arxiv availability balance coverage cs.it cs.lg design eess.sp generative generative adversarial networks limitations math.it millimeter wave mobile modeling networks spectrum type via