Basic Data Processing of Gravitational Waves Article Swipe

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John F. Wu , Yi‐Zhuo Yin , Chenjia Li , Yan Wang ·

YOU? · · 2024 · Open Access · · DOI: https://doi.org/10.48550/arxiv.2410.11858

This paper provides a comprehensive guide to gravitational wave data processing, with a particular focus on signal generation, noise modeling, and optimization techniques. Beginning with an introduction to gravitational waves and the detection techniques used by LIGO and Virgo, the manual covers the essentials of signal processing, including Fourier analysis, filtering, and the generation of quadratic chirp signals. The analysis of colored Gaussian noise and its impact on interferometric detectors like LIGO is explored in detail, alongside signal detection methods such as the Generalized Likelihood Ratio Test (GLRT). The paper also delves into optimization techniques like Particle Swarm Optimization (PSO), which can be applied to improve signal estimation accuracy. By providing MATLAB-based implementations, this manual serves as both a theoretical and practical resource for researchers in the field of gravitational wave astronomy.

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Gravitational wave Data processing Physics Computer science Astronomy Database

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Type: preprint
Language: en
Landing Page: http://arxiv.org/abs/2410.11858
PDF: https://arxiv.org/pdf/2410.11858
OA Status: green
Related Works: 10
OpenAlex ID: https://openalex.org/W4403577036

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OpenAlex ID: https://openalex.org/W4403577036

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DOI: https://doi.org/10.48550/arxiv.2410.11858

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Title: Basic Data Processing of Gravitational Waves

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Type: preprint

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Language: en

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Publication year: 2024

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Publication date: 2024-10-05

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Authors: John F. Wu, Yi‐Zhuo Yin, Chenjia Li, Yan Wang

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Landing page: https://arxiv.org/abs/2410.11858

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PDF URL: https://arxiv.org/pdf/2410.11858

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Open access: Yes

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OA status: green

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OA URL: https://arxiv.org/pdf/2410.11858

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Concepts: Gravitational wave, Data processing, Physics, Computer science, Astronomy, Database

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Cited by: 0

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Related works (count): 10

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