论文标题
参数估计方法用于分析第三代检测器时代重叠重力波信号的参数估计方法
Parameter estimation methods for analyzing overlapping gravitational wave signals in the third-generation detector era
论文作者
论文摘要
在接下来的几年中,爱因斯坦望远镜和宇宙探险家等第三代探测器将进入基于地面的重力波检测器网络。他们当前的设计预测,最小频率的敏感性带可显着提高,其频率低于现有检测器。这与增加的手臂长度相结合,导致了两个主要影响:检测更多信号和检测更长的信号。两者都会导致大量重叠信号。 已经表明,这种重叠信号可能导致恢复参数的偏见,这将对从观察到的二进制合并信号中提取的科学产生不利影响。在这项工作中,我们使用两种分析多信号观察的方法分析了重叠的二进制黑洞合并:\ textIt {resrarchalical actraction}和\ textit {intivit {intiment {toction参数估计}。我们发现,这些方法在大多数情况下都可以进行可靠的参数提取,并且该联合参数估计通常更精确,但具有更高的计算成本。
In the coming years, third-generation detectors such as Einstein Telescope and Cosmic Explorer will enter the network of ground-based gravitational-wave detectors. Their current design predicts a significantly improved sensitivity band with a lower minimum frequency than existing detectors. This, combined with the increased arm length, leads to two major effects: the detection of more signals and the detection of longer signals. Both will result in a large number of overlapping signals. It has been shown that such overlapping signals can lead to biases in the recovered parameters, which would adversely affect the science extracted from the observed binary merger signals. In this work, we analyze overlapping binary black hole coalescences with two methods to analyze multi-signal observations: \textit{hierarchical subtraction} and \textit{joint parameter estimation}. We find that these methods enable a reliable parameter extraction in most cases and that joint parameter estimation is usually more precise but comes with higher computational costs.