03304nam 2200577 a 450 991043792040332120170814174447.01-283-62378-197866139362331-4614-4145-510.1007/978-1-4614-4145-8(CKB)2670000000246731(EBL)1030886(OCoLC)811563978(SSID)ssj0000767107(PQKBManifestationID)11414657(PQKBTitleCode)TC0000767107(PQKBWorkID)10733100(PQKB)10469685(DE-He213)978-1-4614-4145-8(MiAaPQ)EBC1030886(PPN)168299399(EXLCZ)99267000000024673120120727d2013 uy 0engur|n|---|||||txtccrMultiscale signal analysis and modeling[electronic resource] /Xiaoping Shen, Ahmed I. Zayed, editorsNew York Springer20131 online resource (387 p.)Description based upon print version of record.1-4614-4144-7 Includes bibliographical references and index.pt. 1. Sampling -- pt. 2. Multiscale analysis -- pt. 3. Statistical analysis.Multiscale Signal Analysis and Modeling presents recent advances in multiscale analysis and modeling using wavelets and other systems. This book also presents applications in digital signal processing using sampling theory and techniques from various function spaces, filter design, feature extraction and classification, signal and image representation/transmission, coding, nonparametric statistical signal processing, and statistical learning theory. This book also: Discusses recently developed signal modeling techniques, such as the multiscale method for complex time series modeling, multiscale positive density estimations, Bayesian Shrinkage Strategies, and algorithms for data adaptive statistics Introduces new sampling algorithms for multidimensional signal processing Provides comprehensive coverage of wavelets with presentations on waveform design and modeling, wavelet analysis of ECG signals and wavelet filters Reviews features extraction and classification algorithms for multiscale signal and image processing using Local Discriminant Basis (LDB) Develops multi-parameter regularized extrapolating estimators in statistical learning theory Multiscale Signal Analysis and Modeling is an ideal book for graduate students and practitioners, especially those working in or studying the field of signal/image processing, telecommunication and applied statistics. It can also serve as a reference book for engineers, researchers and educators interested in mathematical and statistical modeling. .Signal processingSignal processingStatistical methodsSignal processing.Signal processingStatistical methods.621.3822Shen Xiaoping1064250Zayed Ahmed I310862MiAaPQMiAaPQMiAaPQBOOK9910437920403321Multiscale signal analysis and modeling2537165UNINA