Stochastic Geometry: Percolation, Tesselations, Gaussian Fields and Point Processes

Edited by Hermine Biermé

ISBN13: 9783031872631

Imprint: Springer International Publishing AG

Publisher: Springer International Publishing AG

Format: Paperback / softback

Published: 03/06/2025

Availability: Not yet available

Description
This volume covers a broad spectrum of topics in stochastic geometry, including percolation, tessellations, Gaussian fields and point processes. Based on lectures given at the Stochastic Geometry Days held by the Stochastic Geometry Research Group from 2019 to 2022, the book opens with an introduction to Russo–Seymour–Welsh theory for the study of percolation, before going on to explore random tessellations and their applications, the geometry of Gaussian random fields, and the zeros of analytic Gaussian fields. This discussion naturally leads to the concept of determinantal point processes, whose applications in signal processing are the focus of the final chapter. Providing a unique and accessible overview of active fields in stochastic geometry, their tools and models, this collection of lectures will encourage further research and applications.
- 1. An Introduction to Russo-Seymour-Welsh Theory.- 2. Random Tessellations - An Overview of Models.- 3. Gaussian Fields through Geometrical Properties.- 4. Complex Gaussian Zeros and Eigenvalues.- 5. Point Processes and Spatial Statistics in Time-Frequency Analysis.
  • Probability & statistics
  • Stochastics
  • Professional & Vocational
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List Price: £65.99