Identification of Time-varying Processes,Niedzwieck

Identification of Time-varying ProcessesAuthor(s): Maciej Niedzwiecki\nFormat: Hardback\nPublisher: John Wiley & Sons Inc, United States\nImprint: John Wiley & Sons Inc\nISBN-13: 9780471986294, 978-0471986294\nSynopsis\nIdentification of Time-Varying Processes offers a comprehensive treatment of the key issue in adaptive systems: tracking of time-varying system parameters. Time-varying identification techniques facilitate many challenging applications in different areas including telecommunications (channel equalization, predictive coding of signals, adaptive noise reduction and echo cancellation) and automatic control (adaptive control and failure detection). The processes also assist signal processing in areas such as adaptive noise reduction, prediction of time series, restoration of archive audio recordings and spectrum estimation. Includes: * All three major approaches to time-varying identification: local estimation, the basis functions approach and the method based on .