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Titlebook: Optimal Observation for Cyber-physical Systems; A Fisher-information Zhen Song,YangQuan Chen,Nazif Cihan Tas Book 2009 Springer-Verlag Lond

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发表于 2025-3-21 18:07:48 | 显示全部楼层 |阅读模式
书目名称Optimal Observation for Cyber-physical Systems
副标题A Fisher-information
编辑Zhen Song,YangQuan Chen,Nazif Cihan Tas
视频video
概述Presents a framework within which many problems can be solved without resort to a combination of different methods.Gives the reader access to a co-ordinated body of theoretical and applied research on
图书封面Titlebook: Optimal Observation for Cyber-physical Systems; A Fisher-information Zhen Song,YangQuan Chen,Nazif Cihan Tas Book 2009 Springer-Verlag Lond
描述."Optimal Observation for Cyber-physical Systems" addresses the challenge, fundamental to the design of wireless sensor networks (WSNs), presented by the obligatory trade-off between precise estimates and system constraints. A unified theoretical framework, based on the well-established theory of optimal experimental design and providing consistent solutions to problems hitherto requiring a variety of approaches, is put forward to solve a large class of optimal observation problems. The Fisher information matrix plays a key role in this framework and makes it feasible to provide analytical solutions to some complex and important questions which could not be answered in the past...Readers with an applied background in WSN implementation will find all the understanding of the key theory of optimal experimental design they need within this book. The use of multiple examples to illustrate the theoretical parts of the book brings the subject into sharper focus than would an abstract theoretical disquisition..
出版日期Book 2009
关键词Communication Networks; Control; Control Engineering; Distributed Control; MATLAB; Networked Control Syst
版次1
doihttps://doi.org/10.1007/978-1-84882-656-4
isbn_softcover978-1-4471-5695-6
isbn_ebook978-1-84882-656-4
copyrightSpringer-Verlag London 2009
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发表于 2025-3-21 23:09:56 | 显示全部楼层
o a co-ordinated body of theoretical and applied research on."Optimal Observation for Cyber-physical Systems" addresses the challenge, fundamental to the design of wireless sensor networks (WSNs), presented by the obligatory trade-off between precise estimates and system constraints. A unified theor
发表于 2025-3-22 04:06:35 | 显示全部楼层
Book 2009the obligatory trade-off between precise estimates and system constraints. A unified theoretical framework, based on the well-established theory of optimal experimental design and providing consistent solutions to problems hitherto requiring a variety of approaches, is put forward to solve a large c
发表于 2025-3-22 04:33:49 | 显示全部楼层
Sensor Selection Methods for Cyber-physical Systems,not be measured by a physical sensor directly. Some possible applications of parameter estimation include air pollution detection [29], detection of persons and vehicles in open areas [30], wildfire monitoring [4], and reconnaissance tasks [66].
发表于 2025-3-22 11:35:07 | 显示全部楼层
Design of Localization Systems for Wireless Sensor Networks,QI) as measurements of distances. Some researchers propose algorithms to locate sensor nodes with the current IEEE 802.15.4 standard [18, 161]. However, RSSI and LQI have proven to be unreliable as distance indicators, especially for indoor environments [21, 162].
发表于 2025-3-22 16:51:15 | 显示全部楼层
Conclusions and Future Work,till under active research. Much of this book is motivated by reducing energy costs. This discussion details on several key challenges of WSNs within a unified theoretical framework, i.e, the theory of OED.
发表于 2025-3-22 18:10:24 | 显示全部楼层
Introduction,, we are interested in observing physical systems by massively deployed, small, embedded low-power and low-cost wireless sensor nodes, where microprocessors, sensors, power, communication unit and other peripherals are integrated on one board or even one chip. More specifically, we focus on how to u
发表于 2025-3-23 01:15:43 | 显示全部楼层
发表于 2025-3-23 02:41:42 | 显示全部楼层
Sensor Selection Methods for Cyber-physical Systems,eful for designing static sensor networks. Parameter estimation is an important application for WSNs, where physical parameters or quantities are being estimated. Sensor fusion plays an important role for parameter estimation. Many physical quantities of interest are either expensive or even impossi
发表于 2025-3-23 08:52:20 | 显示全部楼层
Design of Localization Systems for Wireless Sensor Networks,e sensors’ positions are available. Because of its importance, WSN localization has been discussed intensively. For example, a decentralized WSN localization system based on signal strength of radio frequency (RF) signals has been proposed, namely Mote Track [18]. A time of flight (TOF)-based acoust
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