Signals, Systems and Inference, Global Edition

von Alan Oppenheim, Alan V Oppenheim, George C. Verghese

608 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

For upper-level undergraduate courses in deterministic and stochastic signals and system engineering

An Integrative Approach to Signals, Systems and Inference

Signals, Systems and Inference is a comprehensive text that builds on introductory courses in time- and frequency-domain analysis of signals and systems, and in probability. Directed primarily to upper-level undergraduates and beginning graduate students in engineering and applied science branches, this new textbook pioneers a novel course of study. Instead of the usual leap from broad introductory subjects to highly specialised advanced subjects, this engaging and inclusive text creates a study track for a transitional course.

Properties and representations of deterministic signals and systems are reviewed and elaborated on, including group delay and the structure and behavior of state-space models. The text also introduces and interprets correlation functions and power spectral densities for describing and processing random signals. Application contexts include pulse amplitude modulation, observer-based feedback control, optimum linear filters for minimum mean-square-error estimation, and matched filtering for signal detection. Model-based approaches to inference are emphasised, in particular for state estimation, signal estimation, and signal detection.

• Themen: Informatik und Informationstechnologie Informatik Digitale Signalverarbeitung (DSP)
• ISBN: 9781292156200
• Sprache: Englisch
• Erscheinungsdatum: 19.01.2017
• Größe: 23 x 18 cm
• Verlag: Pearson Education Limited