Mathematics and Digital Signal Processing

• Other Authors: Lyakhov, Pavel (Editor)
• Format: Electronic Book Chapter
• Language: English
• Published: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2021
• Subjects: Information technology industries; digital filter; finite field algebra; conversion device; module; memory device; residue; feedback regulation; digital signal analysis; control efficacy; residue number system; redundant residue number system; modular division; fraction; algorithm; mathematical models of digital signal processing; digital filtering; maximum correntropy; impulsive noise; sparse channel estimation; discrete wavelet transform; medical imaging; 3D image processing; quantization noise; harmonic wavelets; classification; kNN-algorithm; deep neural networks; machine learning; Fourier transform; short-time Fourier transform; wavelet transform; spectrogram; confusion matrix; ROC curve; 3D model; prosthetic design; orientation; positioning; reconstruction; speech enhancement; adaptive filter; microphone array; sub-band processing; filter bank; posture classification; skeleton detection; motion capture; exercise classification; virtual rehabilitation; wood defect; CNN; ELM; genetic algorithm; detection
• Online Access: DOAB: download the publication; DOAB: description of the publication

Modern computer technology has opened up new opportunities for the development of digital signal processing methods. The applications of digital signal processing have expanded significantly and today include audio and speech processing, sonar, radar, and other sensor array processing, spectral dens...