Model-Based Signal Processing (2005)

Description

Model-Based Signal Processing (Adaptive and Learning Systems for Signal Processing, Communications and Control Series) (Hardcover)


D.L.

# Hardcover: 677 pages
# Publisher: Wiley-IEEE Press (October 19, 2005)
# Language: English
# ISBN: 0471236322
# Product Dimensions: 9.5 x 6.5 x 1.4 inches
# Shipping Weight: 2.4 pounds.

Book Description
Model-Based Signal Processing develops the "model-based approach" to signal processing for a variety of useful model sets including the popularly termed "physics-based" models. It presents a unique viewpoint of signal processing from the model-based perspective. A wide variety of case studies are included to demonstrate the applicability of the approach to real-world problems.

This book presents a unified treatment of the model-based approach and includes numerous case studies to demonstrate applicability of method to real-world situations, as well as MATLAB notes.

From the Back Cover
A unique treatment of signal processing using a model-based perspective

Signal processing is primarily aimed at extracting useful information, while rejecting the extraneous from noisy data. If signal levels are high, then basic techniques can be applied. However, low signal levels require using the underlying physics to correct the problem causing these low levels and extracting the desired information. Model-based signal processing incorporates the physical phenomena, measurements, and noise in the form of mathematical models to solve this problem. Not only does the approach enable signal processors to work directly in terms of the problem's physics, instrumentation, and uncertainties, but it provides far superior performance over the standard techniques. Model-based signal processing is both a modeler's as well as a signal processor's tool.

Model-Based Signal Processing develops the model-based approach in a unified manner and follows it through the text in the algorithms, examples, applications, and case studies. The approach, coupled with the hierarchy of physics-based models that the author develops, including linear as well as nonlinear representations, makes it a unique contribution to the field of signal processing.

The text includes parametric (e.g., autoregressive or all-pole), sinusoidal, wave-based, and state-space models as some of the model sets with its focus on how they may be used to solve signal processing problems. Special features are provided that assist readers in understanding the material and learning how to apply their new knowledge to solving real-life problems.

* Unified treatment of well-known signal processing models including physics-based model sets
* Simple applications demonstrate how the model-based approach works, while detailed case studies demonstrate problem solutions in their entirety from concept to model development, through simulation, application to real data, and detailed performance analysis
* Summaries provided with each chapter ensure that readers understand the key points needed to move forward in the text as well as MATLAB?Notes that describe the key commands and toolboxes readily available to perform the algorithms discussed
* References lead to more in-depth coverage of specialized topics
* Problem sets test readers' knowledge and help them put their new skills into practice

The author demonstrates how the basic idea of model-based signal processing is a highly effective and natural way to solve both basic as well as complex processing problems. Designed as a graduate-level text, this book is also essential reading for practicing signal-processing professionals and scientists, who will find the variety of case studies to be invaluable.

rar password:

Disclaimer:
Contents of this page are indexed from the Internet. All actions are under your responsability. Email us to report illegal contents or external links and we'll remove them immediately.

Please check the description for download links if any or do a search to find alternative books.

Can't Download?
Please search mirrors if you can't find download links for "Model-Based Signal Processing (2005)" in "Description" and someone else may update the links. Check the comments when back to find any updates.

Search Mirrors
Maybe some mirror pages will be helpful, search this book at top of this page or click here to find more info.

1. Ebooks list page : 819
2. Model-Based Signal Processing (Adaptive and Learning Systems for Signal Processing
3. Model-Based Signal Processing (Adaptive and Learning Systems for Signal Processi
4. Model Based Signal Processing
5. Model.Based.Signal.Processing
6. Biosignal and Biomedical Image Processing: MATLAB-Based Applications (Signal Processing and Communications, 22)
7. digital signal processing: a computer based approach 2nd ed.
8. Digital Signal Processing: A Computer-Based Approach
9. Digital Signal Processing: A Computer-Based Approach
10. FPGA-based Implementation of Signal Processing Systems
11. FPGA-based Implementation of Signal Processing Systems (repost)
12. Digital Signal Processing: A Computer-Based Approach (repost)
13. Real-Time Digital Signal Processing: Based on the TMS320C6000
14. Real-Time Digital Signal Processing: Based on the TMS320C6000
15. Real-Time Digital Signal Processing: Based on the TMS320C6000
16. Real-Time Digital Signal Processing: Based on the TMS320C6000