{"product_id":"challenges-and-techniques-in-signal-detection-with-unknown-covariance-matrix-von-sana","title":"Challenges and Techniques in Signal Detection with Unknown Covariance Matrix","description":"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.\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783384283214\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783384283214","offer_id":49723238515013,"sku":"9783384283214","price":28.21,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/38a93e31-eabf-4773-96bd-a8ce1550f6b0.jpg?v=1776490742","url":"https:\/\/shop.autorenwelt.de\/products\/challenges-and-techniques-in-signal-detection-with-unknown-covariance-matrix-von-sana","provider":"Autorenwelt Shop","version":"1.0","type":"link"}