# Frequency-Dependent Template Profiles for High Precision Pulsar Timing

## TL;DR

This paper introduces a novel frequency-dependent template profile method for pulsar timing, improving the accuracy of TOA measurements by modeling pulse shape evolution with frequency using eigenvector decomposition and spline functions.

## Contribution

It presents a new approach for generating high fidelity, frequency-dependent pulse templates that enhance wideband TOA measurements in pulsar timing.

## Key findings

- Effective modeling of pulse profile evolution with frequency.
- Improved accuracy of wideband TOA measurements.
- Applicability to general pulsar observations.

## Abstract

Pulsar timing experiments require high fidelity template profiles in order to minimize the biases in pulse time-of-arrival (TOA) measurements and their uncertainties. Efforts to acquire more precise TOAs given fixed effective area of telescopes, finite receiver noise, and limited integration time have led pulsar astronomers to the solution of implementing ultra-wideband receivers. This solution, however, has run up against the problem that pulse profile shapes evolve with frequency, which raises the question of how to properly measure and analyze TOAs obtained using template-matching methods. This paper proposes a new method for one facet of this problem, that of template profile generation, and demonstrates it on the well-timed millisecond pulsar J1713+0747. Specifically, we decompose pulse profile evolution into a linear combination of basis eigenvectors, the coefficients of which change slowly with frequency such that their evolution is modeled simply by a sum of low degree piecewise polynomial spline functions. These noise-free, high fidelity, frequency-dependent templates can be used to make measurements of so-called "wideband TOAs" simultaneously with an estimate of the instantaneous dispersion measure. The use of wideband TOAs is becoming important for pulsar timing array experiments, as the volume of datasets comprised of conventional, subbanded TOAs are quickly becoming unwieldly for the Bayesian analyses needed to uncover latent gravitational wave signals. Although motivated by high precision timing experiments, our technique is applicable in more general pulsar observations.