國立虎尾科技大學 |

Distributed Fusion Estimation for Sensor Networks with Communication Constraints

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Distributed Fusion Estimation for Sensor Networks with Communication Constraints/ by Wen-An Zhang, Bo Chen, Haiyu Song, Li Yu.
作者:	Zhang, Wen-An.
其他作者:	Chen, Bo.
面頁冊數:	XII, 210 p. 96 illus., 38 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Control engineering. -
電子資源:	https://doi.org/10.1007/978-981-10-0795-8
ISBN:	9789811007958

Distributed Fusion Estimation for Sensor Networks with Communication Constraints
Zhang, Wen-An.

Distributed Fusion Estimation for Sensor Networks with Communication Constraints[electronic resource] /by Wen-An Zhang, Bo Chen, Haiyu Song, Li Yu. - 1st ed. 2016. - XII, 210 p. 96 illus., 38 illus. in color.online resource.

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.

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.

ISBN: 9789811007958

Standard No.: 10.1007/978-981-10-0795-8doiSubjects--Topical Terms:

1249728
Control engineering.

LC Class. No.: TJ212-225

Dewey Class. No.: 629.8

Distributed Fusion Estimation for Sensor Networks with Communication Constraints
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505 0 $a 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.
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