LEO Downlink Channel Model Revisited: Scattering Geometry-Inspired Derivation
Kuan-Po Chiu, Sumit Roy

TL;DR
This paper offers a new, geometry-aware derivation of the LEO downlink channel model's power spectral density, clarifying how propagation geometry influences NLOS link characteristics.
Contribution
It provides a first-principles derivation of the PSD for LEO-to-ground channels, addressing gaps in existing models and linking geometry to spectral features.
Findings
Derivation reproduces prior results
Explains PSD features through geometry parameters
Addresses gap in NLOS channel modeling
Abstract
This paper presents a new derivation of LEO-to-ground receiver channel model to address a clear gap in the prior art: the lack of an appropriate geometry aware characterization of non LOS (NLOS) link model represented by the power spectral density (PSD). Specifically, the main contribution is a coherent derivation of the PSD from 1st principles that is able to reproduce results in prior art and explain the causal relationship of main PSD features to the propagation geometry parameters.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
