Hang G Multi-Sensor Filtering Fusion with Censored Data Network Environm 2025
General:
Name: Hang G Multi-Sensor Filtering Fusion with Censored Data Network Environm 2025
Format: pdf
Size: 20.78 MB
Book:
Title: Multi-Sensor Filtering Fusion with Censored Data Under a Constrained Network Environment
Author: Hang Geng
Language: angielski
Year: 2024
Subjects: Science & Technology, Engineering, Electrical & Electronic Engineering, Engineering – Electrical & Electronic
Publisher: CRC Press
ISBN: 9781040106099
Total pages: 263
Description:
This book presents the up-to-date research developments and novel methodologies on multi-sensor filtering fusion (MSFF) for a class of complex systems subject to censored data under a constrained network environment. The contents of this book are divided into two parts covering centralized and distributed MSFF design methodologies. The work provides a framework of optimal centralized/distributed filter design and stability and performance analysis for the considered systems along with designed filters. Simulations presented in this book are implemented using MATLAB.
Features:
- Includes concepts, backgrounds and models on censored data, filtering fusion and communication constraints.
- Reviews case studies to provide clear engineering insights into the developed fusion theories and techniques.
- Provides theoretic values and engineering insights of the censored data and constrained network.
- Discusses performance evaluation of the presented multi-sensor fusion algorithms.
- Explores promising research directions on future multi-sensor fusion.
This book is aimed at graduate students and researchers in networked control, sensor networks, and data fusion.
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