Generative AI agents with large language model for satellite networks via a mixture of experts transmission

R Zhang, H Du, Y Liu, D Niyato, J Kang… - IEEE Journal on …, 2024 - ieeexplore.ieee.org
In response to the needs of 6G global communications, satellite communication networks
have emerged as a key solution. However, the large-scale development of satellite …

Interactive generative ai agents for satellite networks through a mixture of experts transmission

R Zhang, H Du, Y Liu, D Niyato, J Kang… - arXiv e …, 2024 - ui.adsabs.harvard.edu
In response to the needs of 6G global communications, satellite communication networks
have emerged as a key solution. However, the large-scale development of satellite …

A simple and practical underlay scheme for short-range secondary communication

MS Ibrahim, PA Karakasis… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The unprecedented growth in wireless Internet-of-Things and WiFi devices has renewed
interest in mechanisms for efficient spectrum reuse. Existing schemes require some level of …

Location-free Indoor Radio Map Estimation using Transfer learning

R Jaiswal, M Elnourani, S Deshmukh… - 2023 IEEE 97th …, 2023 - ieeexplore.ieee.org
Accurate estimation of radio maps is important for various applications of wireless
communications, such as network planning, and resource allocation. To learn accurate radio …

Leveraging Transfer Learning for Radio Map Estimation via Mixture of Experts

RK Jaiswal, M Elnourani, S Deshmukh… - Authorea …, 2023 - techrxiv.org
This paper leverages transfer learning~(TL) on a mixture of experts~(MoE) model for radio
map estimation. The proposed MoE combines location-based and location-free experts …

Data-driven Transfer Learning Methods for Wireless Networks

RK Jaiswal - 2024 - uia.brage.unit.no
Radio maps provide information about spatial signal strength and network coverage in a
designated geographical area. The estimation of accurate radio maps is necessary to …

Underlay scheme for short-range secondary communication

MS Ibrahim, ND Sidiropoulos - US Patent App. 18/257,188, 2024 - Google Patents
Embodiments relate to a dynamic spectrum access (DSA) system including a DSA
transmitter configured to generate a complex signal for a secondary communication system …