Challenges and Techniques in Signal Detection with Unknown Covariance Matrix (Paperback) (ISBN-13: 9783384283214)

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.

Author: Sana
ISBN-10: 338428321X
ISBN-13: 9783384283214
Publisher: Tredition Gmbh
Language: English
Published: 07/08/2024
Pages: 108
Format: Paperback
Weight: 0.37lbs
Size: 9.00h x 6.00w x 0.26d