FixedPoint Signal Processing (Synthesis Lectures on Signal Processing, 9),Used

FixedPoint Signal Processing (Synthesis Lectures on Signal Processing, 9),Used

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This book is intended to fill the gap between the 'ideal precision' digital signal processing (DSP) that is widely taught, and the limited precision implementation skills that are commonly required in fixedpoint processors and field programmable gate arrays (FPGAs). These skills are often neglected at the university level, particularly for undergraduates. We have attempted to create a resource both for a DSP elective course and for the practicing engineer with a need to understand fixedpoint implementation. Although we assume a background in DSP, Chapter 2 contains a review of basic theory and Chapter 3 reviews random processes to support the noise model of quantization error. Chapter 4 details the binary arithmetic that underlies fixedpoint processors and then introduces fractional format for binary numbers. Chapter 5 covers the noise model for quantization error and the effects of coefficient quantization in filters. Because of the numerical sensitivity of IIR filters, they are used extensively as an example system in both Chapters 5 and 6. Fortunately, the principles of dealing with limited precision can be applied to a wide variety of numerically sensitive systems, not just IIR filters. Chapter 6 discusses the problems of product roundoff error and various methods of scaling to avoid overflow. Chapter 7 discusses limit cycle effects and a few common methods for minimizing them. There are a number of simple exercises integrated into the text to allow you to test your understanding. Answers to the exercises are included in the footnotes.

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Frequently Asked Questions

  • Q: What is the main focus of 'Fixed-Point Signal Processing'? A: The book focuses on bridging the gap between ideal precision digital signal processing (DSP) concepts and practical implementation skills required for fixed-point processors and field programmable gate arrays (FPGAs).
  • Q: Who is the target audience for this book? A: The book is intended for both students taking a DSP elective course and practicing engineers who need to understand fixed-point implementation in their work.
  • Q: Does the book assume prior knowledge in digital signal processing? A: Yes, the book assumes a background in DSP but includes a review of basic theory in Chapter 2 for readers needing a refresher.
  • Q: What topics are covered in the book? A: Key topics include binary arithmetic, quantization error, coefficient quantization effects, noise models, IIR filters, and methods for handling roundoff error and limit cycle effects.
  • Q: How is the content structured in the book? A: The book is structured with chapters focusing on different aspects of fixed-point signal processing, including theory reviews, practical examples, and exercises for understanding.
  • Q: Are there exercises included in the book? A: Yes, the book includes simple exercises integrated into the text to help readers test their understanding, with answers provided in the footnotes.
  • Q: What is the condition of the book? A: The book is listed as being in good condition, suitable for use.
  • Q: What type of binding does the book have? A: The book is available in paperback binding.
  • Q: When was 'Fixed-Point Signal Processing' published? A: The book was published on September 1, 2009.
  • Q: Who is the author of the book? A: The book is authored by Wayne T. Padgett.