Adaptive Identification of Acoustic Multichannel Systems Using Sparse Representations

• Κύριος συγγραφέας: Helwani, Karim (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Σειρά: T-Labs Series in Telecommunication Services,
• Θέματα: Engineering.; Input-output equipment (Computers).; Acoustics.; Electrical engineering.; Signal, Image and Speech Processing.; Input/Output and Data Communications.; Communications Engineering, Networks.

This book treats the topic of extending the adaptive filtering theory in the context of massive multichannel systems by taking into account a priori knowledge of the underlying system or signal. The starting point is exploiting the sparseness in acoustic multichannel system in order to solve the non...

Πίνακας περιεχομένων:

• Introduction
• Fundamentals of Adaptive Filter Theory
• Spatio-Temporal Regularized Recursive Least Squares Algorithm
• Sparse Representation of Multichannel Acoustic Systems
• Unique System Identification from Projections
• Geometrical Constraints
• Acoustic Echo Suppression
• Conclusion.