{"product_id":"challenges-and-techniques-in-signal-detection-with-unknown-covariance-matrix-9783384283214","title":"Challenges and Techniques in Signal Detection with Unknown Covariance Matrix","description":"\u003cp\u003e • Author(s): Sana\u003cbr\u003e • Publisher: Tredition Gmbh\u003cbr\u003e • Publisher Imprint: Tredition Gmbh\u003cbr\u003e • BISAC: General\u003c\/p\u003e\u003cp\u003eSignal 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.\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46442710433943,"sku":"9783384283214","price":1875.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783384283214.webp?v=1769123906","url":"https:\/\/atlanticbooks.com\/products\/challenges-and-techniques-in-signal-detection-with-unknown-covariance-matrix-9783384283214","provider":"Atlantic Books","version":"1.0","type":"link"}