The authors thank Julian Carlin, Liam Dunn, Tom Kimpson, and Andrés Vargas for helpful discussions about X-ray timing data and pulsar astrophysics. We also acknowledge a helpful discussion with Robin Evans regarding Kalman filter accuracy. We thank the anonymous referee for constructive feedback which improved the manuscript. This research was supported by the Australian Research Council Centre of Excellence for Gravitational Wave Discovery (OzGrav), grant No. CE170100004. N.J.O'N. is the recipient of a Melbourne Research Scholarship. D.M.C., S.B., and S.T.G.L. acknowledge funding through the National Aeronautics and Space Administration Astrophysics Data Analysis Program grant No. NNX14-AF77G.
Measuring the Magnetic Dipole Moment and Magnetospheric Fluctuations of SXP 18.3 with a Kalman Filter
Abstract
The magnetic dipole moment μ of an accretion-powered pulsar in magnetocentrifugal equilibrium cannot be inferred uniquely from time-averaged pulse period and aperiodic X-ray flux data, because the radiative efficiency η0 of the accretion is unknown, as are the mass, radius, and distance of the star. The degeneracy associated with the radiative efficiency is circumvented if fluctuations of the pulse period and aperiodic X-ray flux are tracked with a Kalman filter, whereupon μ can be measured uniquely up to the uncertainties in the mass, radius, and distance. Here, the Kalman filter analysis is demonstrated successfully in practice for the first time on Rossi X-ray Timing Explorer observations of the X-ray transient SXP 18.3 in the Small Magellanic Cloud (SMC), which is monitored regularly. The analysis yields 𝜇 = 8.0_(−1.2)^(+1.3) × 10³⁰ Gcm³ and 𝜂₀= 0.04_(−0.01)^(+0.02), compared to 𝜇 = 5.0_(−1.0)^(+1.0) × 10³⁰ Gcm³ as inferred traditionally from time-averaged data assuming η₀ = 1. The analysis also yields time-resolved estimates of two hidden state variables, the mass accretion rate and the Maxwell stress at the disk–magnetosphere boundary. The success of the demonstration confirms that the Kalman filter analysis can be applied in the future to study the magnetic moments and disk–magnetosphere physics of accretion-powered pulsar populations in the SMC and elsewhere.
Copyright and License
© 2024. The Author(s). Published by the American Astronomical Society. Original content from this work may be used under the terms of the Creative Commons Attribution 4.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI.
Acknowledgement
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Additional details
- ISSN
- 1538-4357
- Australian Research Council
- CE170100004
- University of Melbourne
- National Aeronautics and Space Administration
- NNX14-AF77G
- Caltech groups
- TAPIR