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Batch Dilution of Precision Optimal Navigation Planning for Cislunar Environments

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Abstract

Nova-C is a lunar lander developed by the private company Intuitive Machines to deliver commercial payloads to the Moon. The IM-1 mission will launch and land the Nova-C near the Moon’s south pole. In this paper, Batch Dilution of Precision (DOP) methods are explored to assess Orbit Determination (OD) performance based on the nominal IM-1 trajectory. Utilizing a range to range-rate measurement error ratio to normalize the position uncertainties, this paper lays out the methodology to derive and incorporate a recursive, time-series Batch Least-Squares algorithm. Through the normalization, the Batch Least Squares algorithm produces a unitless Position Dilution of Precision metric. The normalized-weighted DOP method is used within a genetic algorithm optimizer to determine ground station tracking schedules that optimize OD performance. An assessment of OD performance is studied for key mission events including trajectory correction maneuvers, lunar orbit insertion, and descent orbit insertion. The long-term goal of this research is to develop a fully integrated DOP and Linear Covariance Analysis optimization tool to minimize operational costs and maximize OD performance.

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References

  1. Wood, L.J.: The evolution of deep space navigation: 1962-1989. In: 31st Annual AAS Guidance and Control Conference, AAS 08-051 (2008)

  2. Cockrell, B.: RTCC requirements for mission G-Lunar module attitude determination using onboard observation. Project Apollo, Tech. rep. (1968)

  3. Christensen, C., Reinbold, S.: Navigation of the Mariner 10 spacecraft to Venus and Mercury. In: Mechanics and Control of Flight Conference (1974), p. 844

  4. Russell, R., Ellis, J.: Orbit determination for a Jupiter orbiter tour of the Galilean satellites. J. Spacecr. Rockets 12(6), 368–373 (1975)

    Article  Google Scholar 

  5. Noort, B.v.: The gravity of Titan: Analysis of Cassini’s doppler tracking data and solar radiation pressure. Master thesis. Delft University of Technology (2021)

  6. Battin, R.H.: An introduction to the mathematics and methods of astrodynamics. AIAA (1999)

  7. Axelrad, P., Brown, R., Parkinson, B., Spilker, J.: GPS navigation algorithms. Global Positioning Syst.: Theory Appl. 1, 409–433 (1996)

    Google Scholar 

  8. Sands, O.S., Connolly, J.W., Welch, B.W., Carpenter, J.R., Ely, T.A., Berry, K.: Dilution of precision-based lunar navigation assessment for dynamic position fixing, In: Proceedings of the 2006 National Technical Meeting of The Institute of Navigation, (2006), pp. 260–268

  9. Moon, Q., Geller, D. et al.: Validation of Linear Covariance Analysis for NOVA-C Cislunar Trajectory Design: https://www.researchgate.net/publication/370805481_Preprint_AAS_22-023_VALIDATION_OF_LINEAR_COVARIANCE_ANALYSIS_FOR_NOVA-C_CISLUNAR_TRAJECTORY_DESIGN/references (2022)

  10. Carpenter, J.-R., D’Souza, C.N.: Navigation filter best practices, Tech. rep. (2018)

  11. Moon, T., Stirling, W.: Mathematical methods and algorithms for signal processing. Prentice Hall, Hoboken (2000)

    Google Scholar 

  12. Holland, J.H.: Genetic algorithms. Sci. Am. 267(1), 66–73 (1992)

    Article  Google Scholar 

  13. Wuerl, A., Crain, T., Braden, E.: Genetic algorithm and calculus of variations-based trajectory optimization technique. J. Spacecr. Rockets 40(6), 882–888 (2003)

    Article  Google Scholar 

  14. The Math Works Inc. MATLAB version: 9.13.0 (R2022b) (2022)

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Correspondence to Quinn Moon.

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Moon, Q., Geller, D.K. Batch Dilution of Precision Optimal Navigation Planning for Cislunar Environments. J Astronaut Sci 70, 44 (2023). https://doi.org/10.1007/s40295-023-00409-4

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Keywords

Navigation