A Hybrid Timing System for Small Satellite Missions

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Authors: Vijeta Iyer, Emily J. Gokie, Thejesh Bandi
Cited by: 0

Abstract

Small-satellite missions in low-Earth, geostationary, and cislunar orbits increasingly demand low-SWaP (size, weight, and power) positioning, navigation, and timing (PNT) solutions that remain functional despite limited ground contact and intermittent GNSS coverage. Continuous two-way steering from Earth is often constrained by Deep Space Network scheduling, communication geometry, and limited access windows, motivating the development of autonomous onboard timing architectures. Chip-Scale Atomic Clocks (CSACs) offer milliwatt-level power consumption and compact volume, enabling spacecraft to maintain a local time-base, but their frequency drifts accumulate without external steering. To address this limitation, we propose a hybrid timing architecture that fuses a CSAC with a Pulsar Ensemble Timescale (PET) using a Vondrak– ´ Cepek filter (VCF) to optimally blend ? the short-term stability of the CSAC with the long-term stability of pulsars. We use the International Pulsar Timing Array second data release (IPTA DR2) to construct PET using a classical weighted average algorithm across three millisecond pulsars. The resulting hybrid timescale, CSAC-Pulsar Ensemble Timescale (CPET) exhibits the intended complementarity: the CSAC dominates at short averaging times, while pulsar disciplining improves stability at longer intervals. The ?z(? ) analysis shows a transition around a week, beyond which the hybrid provides an improvement approaching an order of magnitude at long-term.

Fields of Study & Subjects

Spacecraft Design and Technology Network Time Synchronization Technologies Space Technology and Applications

Publication details

Journal / source
Proceedings of the Institute of Navigation ... International Technical Meeting/Proceedings of the ... International Technical Meeting of The Institute of Navigation
Pages
711–716
Publication date
24 February 2026
Language
EN