04404nam a22006135i 4500 978-3-031-36974-2 DE-He213 20251030110811.0 cr nn 008mamaa 230809s2024 sz | s |||| 0|eng d 9783031369742 978-3-031-36974-2 10.1007/978-3-031-36974-2 doi TK5102.9 TJF bicssc UYS bicssc TEC067000 bisacsh TJF thema UYS thema Benesty, Jacob. author. aut http://id.loc.gov/vocabulary/relators/aut 65576 Microphone Arrays [electronic resource] / by Jacob Benesty, Gongping Huang, Jingdong Chen, Ningning Pan. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. IX, 228 p. 118 illus., 116 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Springer Topics in Signal Processing, 1866-2617 ; 22 Introduction -- Limitations of Single Microphone Processing -- Fundamentals of Microphone Array Processing -- Principal Component Analysis in Noise Reduction and Beamforming -- Low-Rank Beamforming -- Distortionless Beamforming -- Differential Beamforming -- Adaptive Noise Cancellation -- Binaural Beamforming -- Large Array Beamforming -- Conclusion. This book explains the motivation for using microphone arrays as opposed to using a single sensor for sound acquisition. The book then goes on to summarize the most useful ideas, concepts, results, and new algorithms therein. The material presented in this work includes analysis of the advantages of using microphone arrays, including dimensionality reduction to remove the redundancy while preserving the variability of the array signals using the principal component analysis (PCA). The authors also discuss benefits such as beamforming with low-rank approximations, fixed, adaptive, and robust distortionless beamforming, differential beamforming, and a new form of binaural beamforming that takes advantage of both beamforming and human binaural hearing properties to improve speech intelligibility. The book makes the microphone array signal processing theory and applications available in a complete and self-contained text. The authors attempt to explain the main ideas in a clear and rigorous way so that the reader can easily capture the potentials, opportunities, challenges, and limitations of microphone array signal processing. This book is written for those who work on the topics of microphone arrays, noise reduction, speech enhancement, speech communication, and human-machine speech interfaces. Presents the benefits of microphone arrays over single sensors from a signal enhancement / spatial filtering perspective; Includes algorithms for dimensionality reduction and fixed and adaptive beamforming with microphone arrays; Posits a framework that takes advantage of microphone array and human binaural hearing to improve speech intelligibility. Signal processing. 65577 Telecommunication. 65578 Coding theory. 65513 Information theory. 57783 Digital and Analog Signal Processing. 65579 Communications Engineering, Networks. 65580 Coding and Information Theory. 65515 Huang, Gongping. author. aut http://id.loc.gov/vocabulary/relators/aut 65581 Chen, Jingdong. author. aut http://id.loc.gov/vocabulary/relators/aut 65582 Pan, Ningning. author. aut http://id.loc.gov/vocabulary/relators/aut 65583 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031369735 Printed edition: 9783031369759 Printed edition: 9783031369766 Springer Topics in Signal Processing, 1866-2617 ; 22 65584 https://doi.org/10.1007/978-3-031-36974-2 ZDB-2-ENG ZDB-2-SXE 56229 56229