This book systematically presents energy-efficient robust fusion estimation methods to achieve thorough and comprehensive results in the context of network-based fusion estimation. It summarizes recent findings on fusion estimation with communication constraints; several novel energy-efficient and robust design methods for dealing with energy constraints and network-induced uncertainties are presented, such as delays, packet losses, and asynchronous information… All the results are presented as algorithms, which are convenient for practical applications.
Содержание
Introduction.- Multi-Rate Kalman Fusion Estimation for WSNs.- Kalman Fusion Estimation for WSNs with Non-Uniform Estimation Rates.- H1 Fusion Estimation for WSNs with Non-Uniform Sampling Rates.- Fusion Estimation for WSNs Using Dimension Reduction Method.- H1 Fusion Estimation for WSNs with Quantization.- Hierarchical Asynchronous Fusion Estimation for WSNs.- Fusion Estimation for WSNs with Delayed Measurements.- Fusion Estimation for WSNs with Delays and Packet Losses.
язык английский ● Формат PDF ● страницы 210 ● ISBN 9789811007958 ● Размер файла 3.5 MB ● издатель Springer Singapore ● город Singapore ● Страна SG ● опубликованный 2016 ● Загружаемые 24 месяцы ● валюта EUR ● Код товара 4902407 ● Защита от копирования Социальный DRM