Revisiting the dead time effects of Insight-HXMT/ME on timing analysis

TL;DR

This study revisits the dead time effects of Insight-HXMT/ME on timing analysis, proposing a correction method that improves the recovery of intrinsic power density spectra and QPO signals.

Contribution

It introduces the FAD correction technique for dead time effects in HXMT/ME data, enhancing the analysis of QPO signals and power spectra.

Findings

FAD method effectively recovers intrinsic PDS when detectors are similar.

Dead time coefficient correlates linearly with observed count rate.

FAD correction improves QPO significance and RMS measurement.

Abstract

Dead time is a common instrumental effect of X-ray detectors which would alter the behavior of timing properties of astronomical signals, such as distorting the shape of power density spectra (PDS), affecting the root-mean-square of potential quasi-periodic oscillation signals, etc. We revisit the effects of the dead time of Medium Energy X-ray telescope (ME) onboard Insight-HXMT, based on the simulation of electronic read-out mechanism that causes the dead time, and the real data. We investigate dead time effects on the pulse profile as well as the Quasi-Periodic Oscillation (QPO) signals. The dead time coefficient suggests a linear correlation with the observed count rate in each phase bin of the pulse profile according to the simulation of periodic signal as well as the real data observed on Swift J0243.6+6124. The Fourier-amplitude-difference (FAD) method could well recover the intrinsic shape of the observed PDS in the case that the PDS is from two identical detectors. We apply this technique on ME, by splitting the 9 FPGA modules into 2 groups. The results indicate that the FAD technique suits the case when two groups of detectors are not largely different; and the recovered PDS of Sco X-1 observed by ME slightly enhances the significance of the previously known QPO signal, meanwhile the root-mean-square of QPO is significantly improved. We provide the FAD correction tool implemented in HXMTDAS for users in the future to better analyze QPO signals.