Research/ ORBITAL ROBOTICS
NaRPA: Navigation and Rendering Pipeline for Astronautics
Ramchander Rao Bhaskara, Roshan Thomas Eapen, Manoranjan Majji
Perception & State EstimationarXiv: cs.CV · Simulation, Digital Twins & BenchmarksOpenAlex keyword: virtual datasets · HRI & Teleoperationtext match
arXivcs.GR · cs.CV · cs.ROOpenAlexComputer Graphics and Visualization Techniques · Advanced Vision and Imaging · Aerospace Engineering and Control Systems
This paper presents the applications of scientific ray-tracing in modeling and simulating light transport for space-borne image data generation. A ray-tracing engine, the Navigation and Rendering Pipeline for Astronautics (NaRPA), is introduced as a rendering framework to generate virtual datasets and support simulations for robust navigation pipelines. Sensor and environment models that enable the synthesis of space-to-space and ground-to-space virtual observations are presented. The work demonstrates the capabilities of simulating passive and active vision-based sensors using NaRPA to facilitate the design, testing, and verification of aerospace visual navigation algorithms. Additionally, the paper describes a velocimeter LiDAR model and its statistical validation with experimental data.
Comments: 19 pages - updated manuscript