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First-stage LISA Data Processing and Gravitational Wave Data Analysis
Ultraprecise Inter-satellite Laser Ranging, Clock Synchronization and Novel Gravitational Wave Data Analysis Algorithms
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Focusing on space-based gravitational wave detectors, this thesis explores the preprocessing of interferometric link data for the Laser Interferometer Space Antenna (LISA). It emphasizes the development of optimal Kalman filters to minimize arm length noise caused by clock noise. By applying increasingly complex Kalman filters, the research achieves significant improvements in estimating key parameters like constellation arm length and Doppler frequencies, enhancing the precision of constellation-level data processing beyond previous methods.
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First-stage LISA Data Processing and Gravitational Wave Data Analysis, Yan Wang
- Language
- Released
- 2019
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- (Paperback)
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- Title
- First-stage LISA Data Processing and Gravitational Wave Data Analysis
- Subtitle
- Ultraprecise Inter-satellite Laser Ranging, Clock Synchronization and Novel Gravitational Wave Data Analysis Algorithms
- Language
- English
- Authors
- Yan Wang
- Publisher
- Springer International Publishing
- Released
- 2019
- Format
- Paperback
- Pages
- 260
- ISBN13
- 9783319799476
- Category
- Nature in general
- Description
- Focusing on space-based gravitational wave detectors, this thesis explores the preprocessing of interferometric link data for the Laser Interferometer Space Antenna (LISA). It emphasizes the development of optimal Kalman filters to minimize arm length noise caused by clock noise. By applying increasingly complex Kalman filters, the research achieves significant improvements in estimating key parameters like constellation arm length and Doppler frequencies, enhancing the precision of constellation-level data processing beyond previous methods.