Adaptive Signal Processing: Applications to Real-World Problems

The goal of this book is to provide, for the first time, a reference to the most relevant applications of adaptive filtering techniques. Top researchers in the field contributed chapters addressing their specific topic of study. The topics are limited to acoustics, speech, wireless, and networking applications where research is still very active and open. The book is roughly organized into two parts. In the first part, several applications in acoustics and speech are developed. The second part focuses on wireless and networking applications. Some chapters are tutorial in nature ,while others present new research ideas, and all have in common, the use of adaptive algorithms to solve real-world problems. TOC:On the Class of Exponentiated Adaptive Algorithms for the Identification of Sparse Impulse Responses (Jacob Benesty, Yiteng (Arden)Huang, Dennis R. Morgan).- Adaptive Feedback Cancellation in Hearing Aids (James M. Kates).- Single-Channel Acoustic Echo Cancellation (Eberhard Hänsler, Gerhard Schmidt).- Multichannel Frequency-Domain Adaptive Filtering with Application to Multichannel Acoustic Echo Cancellation (Herbert Buchner, Jacob Benesty, Walter Kellermann).- Filtering Techniques for Noise Reduction and Speech Enhancement (Jingdong Chen, Yiteng (Arden) Huang, Jacob Benesty).- Adaptive Beamforming for Audio Signal Acquisition (Wolfgang Herbordt, Walter Kellermann).- Blind Source Separation of Convolutive Mixtures of Speech (Shoji Makino).- Adaptive Multichannel Time Delay Estimation Based on Blind System Identification for Acoustic Source Localization (Yiteng (Arden) Huang, Jacob Benesty).- Algorithms for Adaptive Equalization in Wireless Applications (Markus Rupp, Andreas Burg).- Adaptive Space-Time Processing for Wireless CDMA (Sofiéne Affes, Paul Mermelstein).- The IEEE 802.11 System with Multiple Receive Antennas (Vijitha Weerackody).- Adaptive Estimation of Clock Skew and Different Types of Delay in the Internet Network (Jacob Benesty).