Gravitational wave standard sirens: A brief review of cosmological parameter estimation
Shang-Jie Jin, Ji-Yu Song, Tian-Yang Sun, Si-Ren Xiao, He Wang, Ling-Feng Wang, Jing-Fei Zhang, Xin Zhang

TL;DR
Gravitational wave standard sirens offer a promising, independent method for measuring cosmic distances and constraining cosmological parameters, with recent advances and future prospects highlighted.
Contribution
This review summarizes recent progress in GW standard siren cosmology, emphasizing their ability to break parameter degeneracies and discussing systematic uncertainties and future combined probes.
Findings
Recent $H_0$ constraints from GW observations
Potential of GW standard sirens to break cosmological degeneracies
Importance of combining GW with other late-universe probes
Abstract
Gravitational wave (GW) observations are expected to serve as a powerful and independent probe of the expansion history of the universe. By providing direct and calibration-free measurements of luminosity distances through waveform analysis, GWs provide a fundamentally different and potentially more robust approach to measuring cosmic-scale distances compared to traditional electromagnetic (EM) observations, which is known as the standard siren method. In this review, we present an overview of recent developments in GW standard siren cosmology, including up-to-date constraints, and prospects for constraining cosmological parameters using future GW detections. A central focus of this review is the unique ability of GW observations to break cosmological parameter degeneracies inherent in the EM observations. We also briefly highlight the impact of systematic uncertainties, such as…
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