| Description |
1 online resource (xxvi, 861 pages) : illustrations (some color) |
| Series |
Textbooks in telecommunication engineering, 2524-4345 |
|
Textbooks in telecommunication engineering, 2524-4345
|
| Contents |
Signals: acquisition, classification, sampling -- Signals: generation, modulation, parameters -- Signal orthogonal transforms -- Discrete Fourier transforms: DtFT and DFT -- Fast Fourier transform -- FFT applications: tips and tricks -- Analog filers -- IIR digital filters -- FIR digital filters -- FIR filters in signal interpolation, re-sampling, and multi-rate processing -- FIR filters for phase shifting and differentiation -- FIR adaptive filters -- Modern frequency and damping estimation methods -- Speech compression and recognition -- Audio compression -- Image processing -- Introduction to SDR: IQ signals and frequency up-down conversion -- Frequency modulation and demodulation -- Amplitude modulation, demodulation, and carrier recovery -- Introduction to single-carrier digital modulation systems -- Digital single-carrier receiver -- Introduction t digital multi-carrier transmission: with DSL modem example -- Wireless digital multi-carrier transmission: with DAB example |
| Summary |
This hands-on, laboratory driven textbook helps readers understand principles of digital signal processing (DSP) and basics of software-based digital communication, particularly software-defined networks (SDN) and software-defined radio (SDR). In the book only the most important concepts are presented. Each book chapter is an introduction to computer laboratory and is accompanied by complete laboratory exercises and ready-to-go Matlab programs with figures and comments (available at the book webpage and running also in GNU Octave 5.2 with free software packages), showing all or most details of relevant algorithms. Students are tasked to understand programs, modify them, and apply presented concepts to recorded real RF signal or simulated received signals, with modelled transmission condition and hardware imperfections. Teaching is done by showing examples and their modifications to different real-world telecommunication-like applications. The book consists of three parts: introduction to DSP (spectral analysis and digital filtering), introduction to DSP advanced topics (multi-rate, adaptive, model-based and multimedia - speech, audio, video - signal analysis and processing) and introduction to software-defined modern telecommunication systems (SDR technology, analog and digital modulations, single- and multi-carrier systems, channel estimation and correction as well as synchronization issues). Many real signals are processed in the book, in the first part - mainly speech and audio, while in the second part - mainly RF recordings taken from RTL-SDR USB stick and ADALM-PLUTO module, for example captured IQ data of VOR avionics signal, classical FM radio with RDS, digital DAB/DAB+ radio and 4G-LTE digital telephony. Additionally, modelling and simulation of some transmission scenarios are tested in software in the book, in particular TETRA, ADSL and 5G signals. Provides an introduction to digital signal processing and software-based digital communication; Presents a transition from digital signal processing to software-defined telecommunication; Features a suite of pedagogical materials including a laboratory test-bed and computer exercises/experiments |
| Bibliography |
Includes bibliographical references |
| Notes |
Online resource; title from PDF title page (SpringerLink, viewed March 12, 2021) |
| Subject |
Signal processing -- Digital techniques.
|
|
Signal processing -- Digital techniques
|
| Form |
Electronic book
|
| ISBN |
3030492567 |
|
9783030492564 |
|
