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  1. Advances in heuristic signal processing and applications

    Berlin ; New York : Springer, ©2013.

    There have been significant developments in the design and application of algorithms for both one-dimensional signal processing and multidimensional signal processing, namely image and video processing, with the recent focus changing from a step-by-step procedure of designing the algorithm first and following up with in-depth analysis and performance improvement to instead applying heuristic-based methods to solve signal-processing problems. In this book the contributing authors demonstrate both general-purpose algorithms and those aimed at solving specialized application problems, with a special emphasis on heuristic iterative optimization methods employing modern evolutionary and swarm intelligence based techniques. The applications considered are in domains such as communications engineering, estimation and tracking, digital filter design, wireless sensor networks, bioelectric signal classification, image denoising, and image feature tracking. The book presents interesting, state-of-the-art methodologies for solving real-world problems and it is a suitable reference for researchers and engineers in the areas of heuristics and signal processing.

    Online SpringerLink

  2. Hands-on signal analysis with Python : an introduction

    Haslwanter, Thomas, 1964-
    Cham, Switzerland : Springer, [2021]

    This book provides the tools for analyzing data in Python: different types of filters are introduced and explained, such as FIR-, IIR- and morphological filters, as well as their application to one- and two-dimensional data. The required mathematics are kept to a minimum, and numerous examples and working Python programs are included for a quick start. The goal of the book is to enable also novice users to choose appropriate methods and to complete real-world tasks such as differentiation, integration, and smoothing of time series, or simple edge detection in images. An introductory section provides help and tips for getting Python installed and configured on your computer. More advanced chapters provide a practical introduction to the Fourier transform and its applications such as sound processing, as well as to the solution of equations of motion with the Laplace transform. A brief excursion into machine learning shows the powerful tools that are available with Python. This book also provides tips for an efficient programming work flow: from the use of a debugger for finding mistakes, code-versioning with git to avoid the loss of working programs, to the construction of graphical user interfaces (GUIs) for the visualization of data. Working, well-documented Python solutions are included for all exercises, and IPython/Jupyter notebooks provide additional help to get people started and outlooks for the interested reader.

    Online SpringerLink

  3. INTERNATIONAL CONFERENCE ON ADVANCES IN SIGNAL PROCESSING COMMUNICATIONS AND COMPUTATIONAL INTELLIGENCE

    Tara, Saikumar
    Melville, NY : AIP Publishing, 2023.

    The 1st International Conference on Advances in Signal Processing Communications and Computational Intelligence is the first iteration in a series of events that started in 2021. The conference focused on technical aspects of advances in the areas of signal processing, communications, and artificial and computational intelligences. These proceedings contain papers that describe the state of the art for latest technologies and provide a comprehensive summary written by the most prominent scientists, researchers, and engineers active in the related fields.

    Online AIP Books

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