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Challenges and Techniques in Signal Detection with Unknown Covariance Matrix

Challenges and Techniques in Signal Detection with Unknown Covariance Matrix

von Sana
Softcover - 9783384283214
28,21 €
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Beschreibung

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.

Details

Verlag tredition
Ersterscheinung 08. Juli 2024
Maße 23.4 cm x 15.5 cm
Gewicht 194 Gramm
Format Softcover
ISBN-13 9783384283214
Seiten 108