{"product_id":"9781119137221-source-separation-c","title":"Source Separation in Physical-Chemical Sensing","description":"\u003cmeta content=\"text\/html; charset=utf-8\" http-equiv=\"Content-Type\"\u003e\u003cp\u003e\u003cspan\u003e\u003cb\u003eSource Separation in Physical-Chemical Sensing\u003c\/b\u003e \u003cp\u003e\u003cb\u003eMaster advanced signal processing for enhanced physical and chemical sensors with this essential guide\u003c\/b\u003e \u003c\/p\u003e\n\u003cp\u003eIn many domains (medicine, satellite imaging and remote sensing, food industry, materials science), data is obtained from large sets of physical\/chemical sensors or sensor arrays. Such sophisticated measurement techniques require advanced and smart processing for extracting useful information from raw sensing data. Usually, sensors are not very selective and record a mixture of the useful latent variables. An innovative technique called Blind Source Separation (BSS) can isolate and retrieve the individual latent variables from a mixed-source data array, allowing for refined analysis that fully exploits these cutting-edged imaging and signal-sensing technologies. \u003c\/p\u003e\n\u003cp\u003e\u003ci\u003eSource Separation in Physical-Chemical Sensing,\u003c\/i\u003e supplies a thorough introduction to the principles of BSS, main methods and algorithms and its potential applications in various domains where data are obtained through physical or chemical sensors. Designed to bridge the gap between chemical\/physical analysis and signal processing, it promises to be invaluable in many fields. Its alertness to the latest technologies and the full range of potential BSS applications make it an indispensable introduction to this cutting-edge method. \u003c\/p\u003e\n\u003cp\u003e\u003ci\u003eSource Separation in Physical-Chemical Sensing\u003c\/i\u003e readers will also find: \u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eBSS examples on chemical and physical sensors and devices to enhance processing and analysis.\u003c\/li\u003e\n\u003cli\u003eDetailed treatment of source separation in potentiometric sensors, ion-sensitive sensors, hyperspectral imaging, Raman and fluorescence spectroscopy, chromatography, and others.\u003c\/li\u003e\n\u003cli\u003eThorough discussion of Bayesian source separation, nonnegative matrix factorization, tensorial methods, geometrical methods, constrained optimization, and more.\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003e\u003ci\u003eSource Separation in Physical-Chemical Sensing\u003c\/i\u003e is a must-have for researchers and engineers working in signal processing and statistical analysis, as well as for chemists, physicists or engineers looking to apply source separation in various application domains.\u003c\/p\u003e\n\u003cbr\u003e\u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Rarewaves","offers":[{"title":"Default Title","offer_id":41057600831585,"sku":"9781119137221","price":120.01,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0092\/7504\/8033\/files\/orig_26869937.jpg?v=1721313920","url":"https:\/\/www.rarewaves.com\/products\/9781119137221-source-separation-c","provider":"Rarewaves.com","version":"1.0","type":"link"}