3D Euler-Angle Orientation Control for Two-Ray Fading Mitigation in Maritime Air-to-Sea Communications

3D Euler-Angle Orientation Control for Two-Ray Fading Mitigation in Maritime Air-to-Sea Communications

|Authors: Mohammed Bajja, Abdoul Karim A. H. Saliah, Hajar El Hammouti, Daniel Bonilla Licea, Giuseppe Silano

|Venue: arXiv preprint | Year: 2026

|arXiv: 2609.11476v1

Abstract

Maritime Air-to-Sea links are dominated by a line-of-sight ray and a sea-surface reflected ray whose destructive combination produces deep fades. Existing mitigation strategies optimize Unmanned Aerial Vehicle position or trajectory but leave attitude unexploited. This paper treats the full three dimensional attitude as a physical-layer control variable that shapes the two-ray interference through antenna phase-center displacement. Under small-angle and far-field assumptions, the constructive-interference condition reduces to an affine constraint in the Euler angles and admits a closed-form family of minimum-norm attitude candidates. A differentiable soft-minimum rule yields a smooth reference tracked by a constrained Nonlinear Model Predictive Control controller on a fully-actuated tilting multirotor. The proposed scheme increases cumulative throughput by 11.4% over a pitch-only benchmark and 22.2% over a zero-orientation baseline, while preserving trajectory tracking and respecting actuator limits.

Key Contributions

• Maritime Air-to-Sea links are dominated by a line-of-sight ray and a sea-surface reflected ray wh…
• Existing mitigation strategies optimize Unmanned Aerial Vehicle position or trajectory but leave …
• This paper treats the full three dimensional attitude as a physical-layer control variable that s…
• Under small-angle and far-field assumptions, the constructive-interference condition reduces to a…
• A differentiable soft-minimum rule yields a smooth reference tracked by a constrained Nonlinear M…

Topics

• control
• benchmark

Code & Data

No code repository linked in paper metadata.

BibTeX

@article{Bajja2026_260911476v1,
  title     = {3D Euler-Angle Orientation Control for Two-Ray Fading Mitigation in Maritime Air-to-Sea Communications},
  author    = {Mohammed Bajja and Abdoul Karim A. H. Saliah and Hajar El Hammouti and Daniel Bonilla Licea and Giuseppe Silano},
  year      = {2026},
  eprint    = {2609.11476v1},
  archivePrefix = {arXiv},
  primaryClass  = {cs.RO},
  url       = {https://arxiv.org/abs/2609.11476v1}
}