{"product_id":"sparsity-measures-and-their-signal-dong-wang-9780443334863","title":"Sparsity Measures and Their Signal Processing Applications for Machine Condition Monitoring","description":"Sparsity measures are effective indicators for quantifying the sparsity of data sequences. They are often used for fault feature characterization in condition monitoring and fault diagnosis of rotating machinery. \u003ci\u003eSparsity Measures and their Signal Processing Applications for Machine Condition Monitoring\u003c\/i\u003e introduces newly designed sparsity measures and their advanced signal processing technologies for machine condition monitoring and fault diagnosis. The book systematically introduces: (1) new sparsity measures such as quasi-arithmetic mean ratio framework for fault signatures quantification, generalized Gini index, etc.; (2) classic sparsity measures based on signal processing technologies and cycle-embedded sparsity measure based on new impulsive mode decomposition technology; and (3) a sparsity measure data-driven framework based optimized weights spectrum theory and its relevant advanced signal processing technologies.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Dong Wang, Bingchang Hou\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0443334862\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780443334863\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Elsevier\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 01\/23\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 184\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback","brand":"Dong Wang","offers":[{"title":"Paperback","offer_id":46451209404671,"sku":"9780443334863","price":150.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_ab4d5f49-7a9b-4273-9e54-c4d3e0d67de7.jpg?v=1735876788","url":"https:\/\/www.whiterainbookhouse.com\/products\/sparsity-measures-and-their-signal-dong-wang-9780443334863","provider":"WR Book House","version":"1.0","type":"link"}