Unsupervised Signal Processing Channel Equalization and Source Separation
Unsupervised Signal Processing: Channel Equalization and Source Separation by João M. T. Romano, Romis de F. Attux, Charles C. Cavalcante, Ricardo Suyama
English | 2010 | ISBN: 0849337518 | 340 pages | PDF | 5,8 MB
Unsupervised Signal Processing: Channel Equalization and Source Separation provides a unified, systematic, and synthetic presentation of the theory of unsupervised signal processing. Always maintaining the focus on a signal processing-oriented approach, this book describes how the subject has evolved and assumed a wider scope that covers several topics, from well-established blind equalization and source separation methods to novel approaches based on machine learning and bio-inspired algorithms.
From the foundations of statistical and adaptive signal processing, the authors explore and elaborate on emerging tools, such as machine learning-based solutions and bio-inspired methods. With a fresh take on this exciting area of study, this book:
Provides a solid background on the statistical characterization of signals and systems and on linear filtering theory
Emphasizes the link between supervised and unsupervised processing from the perspective of linear prediction and constrained filtering theory
Addresses key issues concerning equilibrium solutions and equivalence relationships in the context of unsupervised equalization criteria
Provides a systematic presentation of source separation and independent component analysis
Discusses some instigating connections between the filtering problem and computational intelligence approaches.
Building on more than a decade of the authors' work at DSPCom laboratory, this book applies a fresh conceptual treatment and mathematical formalism to important existing topics. The result is perhaps the first unified presentation of unsupervised signal processing techniques-one that addresses areas including digital filters, adaptive methods, and statistical signal processing. With its remarkable synthesis of the field, this book provides a new vision to stimulate progress and contribute to the advent of more useful, efficient, and friendly intelligent systems.
Buy Premium From My Links To Get Resumable Support,Max Speed & Support Me
https://uploadgig.com/file/download/a3448442741Fb33c/0tfge.Unsupervised.Signal.Processing.Channel.Equalization.and.Source.Separation.rar
https://rapidgator.net/file/8d37d1fc8353bd6df111cf3e07debf68/0tfge.Unsupervised.Signal.Processing.Channel.Equalization.and.Source.Separation.rar.html
http://nitroflare.com/view/DA4BAD0B45B063D/0tfge.Unsupervised.Signal.Processing.Channel.Equalization.and.Source.Separation.rar
Significant surge in the popularity of free ebook download platforms. These virtual repositories offer an unparalleled range, covering genres that span from classic literature to contemporary non-fiction, and everything in between. Enthusiasts of reading can easily indulge in their passion by accessing free books download online services, which provide instant access to a wealth of knowledge and stories without the physical constraints of space or the financial burden of purchasing hardcover editions.
Comments (0)
Users of Guests are not allowed to comment this publication.