Continuous gravitational wave searches with pulsar timing arrays: Maximization versus marginalization over pulsar phase parameters

被引:7
|
作者
Wang, Yan [1 ]
Mohanty, Soumya D. [2 ]
Qian, Yi-Qian [1 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Phys, 1037 Luoyu Rd, Wuhan 430074, Hubei, Peoples R China
[2] Univ Texas Rio Grande Valley, Dept Phys, One West Univ Blvd, Brownsville, TX 78520 USA
来源
基金
中国国家自然科学基金; 美国国家科学基金会;
关键词
D O I
10.1088/1742-6596/840/1/012058
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
Resolvable Supermassive Black Hole Binaries are promising sources for Pulsar Timing Array based gravitational wave searches. Search algorithms for such targets must contend with the large number of so-called pulsar phase parameters in the joint log-likelihood function of the data. We compare the localization accuracy for two approaches: Maximization over the pulsar phase parameters (MaxPhase) against marginalization over them (AvPhase). Using simulated data from a pulsar timing array with 17 pulsars, we find that for weak and moderately strong signals, AvPhase outperforms MaxPhase significantly, while they perform comparably for strong signals.
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页数:2
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