Ebook Handbook of Blind Source Separation : Independent Component Analysis and Applications (2010, Hardcover, Handbook (Instructor's)) by in MOBI, EPUB, DJV
9780123747266 English 0123747260 Edited by the people who were forerunners in creating the field, together with contributions from 34 leading international experts, this handbook provides the definitive reference on Blind Source Separation, giving a broad and comprehensive description of all the core principles and methods, numerical algorithms and major applications in the fields of telecommunications, biomedical engineering and audio, acoustic and speech processing. Going beyond a machine learning perspective, the book reflects recent results in signal processing and numerical analysis, and includes topics such as optimization criteria, mathematical tools, the design of numerical algorithms, convolutive mixtures, and time frequency approaches. This Handbook is an ideal reference for university researchers, R&D engineers and graduates wishing to learn the core principles, methods, algorithms, and applications of Blind Source Separation. Covers the principles and major techniques and methods in one book Edited by the pioneers in the field with contributions from 34 of the world's experts Describes the main existing numerical algorithms and gives practical advice on their design Covers the latest cutting edge topics: second order methods; algebraic identification of under-determined mixtures, time-frequency methods, Bayesian approaches, blind identification under non negativity approaches, semi-blind methods for communications Shows the applications of the methods to key application areas such as telecommunications, biomedical engineering, speech, acoustic, audio and music processing, while also giving a general method for developing applications, Holly didn't expect to be a widow at thirty-two. She also didn't expect to be so big. After her husband's death, food was the one thing she could always count on. Now, those extra pounds make flying coach feel like medieval torture--especially when she's squished next to Logan Montgomery. A personal trainer to famous pro athletes, her seatmate is so hot that he makes Holly sweat in all the right (and so embarrassingly wrong ) places.Logan finds himself intrigued by Holly's sharp wit and keen insights, so he impulsively offers to get her back in shape. Holly turns out to be a natural in the gym, slimming down into a bona fide looker with killer curves--and a new kind of hunger. Before either of them can stop it, the easy intimacy of their training sessions leads to even more steamy workouts away from the gym. But can a man whose whole life depends on looks commit himself to a woman who doesn't fit his ideal? Now that Holly's turning other men's heads, does she even need Logan anymore? Are they a couple built to last...or destined to fizzle?
9780123747266 English 0123747260 Edited by the people who were forerunners in creating the field, together with contributions from 34 leading international experts, this handbook provides the definitive reference on Blind Source Separation, giving a broad and comprehensive description of all the core principles and methods, numerical algorithms and major applications in the fields of telecommunications, biomedical engineering and audio, acoustic and speech processing. Going beyond a machine learning perspective, the book reflects recent results in signal processing and numerical analysis, and includes topics such as optimization criteria, mathematical tools, the design of numerical algorithms, convolutive mixtures, and time frequency approaches. This Handbook is an ideal reference for university researchers, R&D engineers and graduates wishing to learn the core principles, methods, algorithms, and applications of Blind Source Separation. Covers the principles and major techniques and methods in one book Edited by the pioneers in the field with contributions from 34 of the world's experts Describes the main existing numerical algorithms and gives practical advice on their design Covers the latest cutting edge topics: second order methods; algebraic identification of under-determined mixtures, time-frequency methods, Bayesian approaches, blind identification under non negativity approaches, semi-blind methods for communications Shows the applications of the methods to key application areas such as telecommunications, biomedical engineering, speech, acoustic, audio and music processing, while also giving a general method for developing applications, Holly didn't expect to be a widow at thirty-two. She also didn't expect to be so big. After her husband's death, food was the one thing she could always count on. Now, those extra pounds make flying coach feel like medieval torture--especially when she's squished next to Logan Montgomery. A personal trainer to famous pro athletes, her seatmate is so hot that he makes Holly sweat in all the right (and so embarrassingly wrong ) places.Logan finds himself intrigued by Holly's sharp wit and keen insights, so he impulsively offers to get her back in shape. Holly turns out to be a natural in the gym, slimming down into a bona fide looker with killer curves--and a new kind of hunger. Before either of them can stop it, the easy intimacy of their training sessions leads to even more steamy workouts away from the gym. But can a man whose whole life depends on looks commit himself to a woman who doesn't fit his ideal? Now that Holly's turning other men's heads, does she even need Logan anymore? Are they a couple built to last...or destined to fizzle?