crossrefAI2025-10-01Cited by 1
A Multi-Stage Deep Learning Framework for Antenna Array Synthesis in Satellite IoT Networks
Valliammai Arunachalam, Luke Rosen, Mojisola Rachel Akinsiku, Shuvashis Dey, Rahul Gomes, Dipankar Mitra
This paper presents an innovative end-to-end framework for conformal antenna array design and beam steering in Low Earth Orbit (LEO) satellite-based IoT communication systems. We propose a multi-stage learning architecture that integrates machine learning (ML) for antenna paramet…