Verified Signal Processing Algorithms in MATLAB and C

Advised by Israel Greiss
1. Auflage 2022
ISBN: 978-3-030-93365-4
Verlag: Springer

Buch, Englisch, 218 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 359 g

This book is written for engineers who need to develop algorithms used for signal processing and/or implement algorithms using the C programming language or MATLAB. The book features a rich collection of recipes for applied signal processing such as FIR, IIR, FFT, correlation, complex FIR, adaptive filters and others. The book applies to those who want to implement in the shortest time to market working systems that are built from a collection of building blocks implemented in an FPGA firmware or C language software, running on an SBC or DSP. Structured as an instantly applicable guide, the author covers a wide collection of required solutions to common encountered problems with a software guide.

All Codes in the book are verified and processing times for all C codes are specified, enabling the reader to estimate processing time on his own target, by comparing it to the I5 2.9 GHz CPU used here. 

Endorsements: 

“Your book bridges a gapbetween theory and implementation on hardware - which is a topic relevant to many in industry and many students who are targeting the digital signal processing industry (including communications and robotics)”

Professor Alfred Hero, University of Michigan, Ann Arbor, USA

“I believe you that for many engineers the book will be practical”

Professor Anthony J. Weiss, Tel Aviv University, Israel

Zielgruppe

Professional/practitioner

Autoren/Hrsg.

Dickman, Arie

Fachgebiete

• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik Signalverarbeitung
• Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik Bauelemente, Schaltkreise

Inhaltsverzeichnis

1-Overview of signal detection.- 2-Measures for verification and implementation of algorithms.- 3-Narrow band & wide band processing basics.- 4-Complex Finite Impulse Response filters.- 5-Infinite Impulse Response filters.- 6-Non linear and batch filters.- 7-Interpolators.- 8-Direct digital synthesis.- 9-Inverse Fast Fourier Transform.- 10-Hilbert transform.- 11-Channelizer.- 12-Correlation.- 13-Adaptive filters.- 14-Unequally spaced sampling.- 15-Encountered problems in Signal Processing & solutions.

Über Autor(innen)

Arie Dickman received his B.Sc degree (Cum Laude) in 1980 and M.Sc degree (Cum Laude) in 1984, both in electrical engineering from the Technion, Israel. From 1980 to 1990 he was a control engineer at 2 leading electronic systems companies. Since 1991 he has been a freelancer engineer at leading electronic systems companies, developing algorithms and real time software in the areas of signal processing, software, and control.