Challenges and Techniques in Signal Detection with Unknown Covariance Matrix

Sana (Autor)

Buch | Softcover

108 Seiten

2024
tredition (Verlag)
978-3-384-28321-4 (ISBN)

Infos

Signal detection is a fundamental task in various fields like radar, sonar, communication systems, and medical imaging. It involves deciding whether a desired signal is present in a noisy environment. The covariance matrix, which captures the statistical properties of the noise, plays a crucial role in designing optimal detection algorithms. However, in many practical scenarios, the covariance matrix is unknown due to factors like limited data, non-stationary noise, or complex environments. This unknown covariance matrix presents significant challenges for signal detection.

Autor

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Produkt-Details

• Erscheinungsdatum: 10.07.2024
• Verlagsort: sahah city
• Sprache: englisch
• Maße: 155 x 234 mm
• Gewicht: 197 g
• Themenwelt: Geschichte ► Teilgebiete der Geschichte ► Technikgeschichte
• Themenwelt: Technik
• Schlagworte: Adaptive • Applications • Bayesian • Covariance • detection techniques • Low SNR • machine learning • Practical • Robust • Signal Detection
• ISBN-10: 3-384-28321-X / 338428321X
• ISBN-13: 978-3-384-28321-4 / 9783384283214
• Zustand: Neuware