# Moon Sensor Station to Improve the Performance of Lunar Satellite Navigation Systems

**Authors:** Mauro Leonardi, Gheorghe Sirbu, Mattia Carosi, Cosimo Stallo, Carmine Di Lauro

PMC · DOI: 10.3390/s25123675 · Sensors (Basel, Switzerland) · 2025-06-12

## TL;DR

This paper proposes using local sensors on the Moon to improve the accuracy and reliability of lunar satellite navigation systems.

## Contribution

The paper introduces a novel concept of using local sensors as differential reference stations, pseudolites, and independent beacons for lunar navigation.

## Key findings

- Local sensors can correct satellite pseudorange measurements for improved positioning accuracy.
- Using local sensors as pseudolites can enhance system availability in obstructed lunar areas.
- The proposed solutions were compared using Cramér–Rao Lower-Bound and Monte Carlo simulations.

## Abstract

Today, Moon exploration is driven by the desire to expand the human presence beyond Earth and to use its resources. This requires the development of reliable navigation systems that can provide positioning information accurately and continuously on the lunar surface and orbits. Initiatives such as Moonlight (by ESA) and the Cislunar Autonomous Positioning System project (by NASA) are underway to address this challenge. The aim is to use ranging signals transmitted by satellites, similar to Earth’s GNSS, for lunar user positioning. This paper proposes a solution that involves local sensors deployed on the Moon surface to enhance the performance of the satellite system. These sensors can serve as differential reference stations, correcting satellite pseudorange measurements obtained by lunar surface receivers. The local sensor can also be used as a pseudolite, transmitting satellite-like signals to improve system availability and accuracy in obstructed areas. Additionally, the local sensor can act as an independent beacon that provides range and angle measurements. Higher navigation performance can be achieved by increasing the complexity of the system, depending on the implemented solution. This paper proposes and shows the concept, the intial design, and a preliminary definition of the protocol for the third solution. The three different solutions are compared in terms of position accuracy by exploiting the Cramér–Rao Lower-Bound formulation and Monte Carlo simulations. Finally, possible implementations for future use on the Moon are discussed.

## Full-text entities

- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12196964/full.md

## References

52 references — full list in the complete paper: https://tomesphere.com/paper/PMC12196964/full.md

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Source: https://tomesphere.com/paper/PMC12196964