國立虎尾科技大學 |

Stochastic Control and Filtering over Constrained Communication Networks

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Stochastic Control and Filtering over Constrained Communication Networks/ by Qinyuan Liu, Zidong Wang, Xiao He.
Author:	Liu, Qinyuan.
other author:	Wang, Zidong.
Description:	XVII, 222 p. 51 illus., 39 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Control engineering. -
Online resource:	https://doi.org/10.1007/978-3-030-00157-5
ISBN:	9783030001575

Stochastic Control and Filtering over Constrained Communication Networks
Liu, Qinyuan.

Stochastic Control and Filtering over Constrained Communication Networks[electronic resource] /by Qinyuan Liu, Zidong Wang, Xiao He. - 1st ed. 2019. - XVII, 222 p. 51 illus., 39 illus. in color.online resource. - Studies in Systems, Decision and Control,1782198-4182 ;. - Studies in Systems, Decision and Control,27.

Introduction -- Fundamental Limitations of Networked Systems over Fading Channels -- Event-based H∞ Consensus Control of Multi-agent Systems -- Event-Triggered Resilient Filtering with Measurement Quantization -- Event-based Distributed Filtering of Continuous-time Nonlinear Systems -- Event-based Distributed Filtering over Markovian Switching Topologies -- Event-based Recursive Distributed Filtering -- A Resilient Approach to Distributed Recursive Filter Design -- Consensus-based Recursive Distributed Filtering -- On Kalman-Consensus Filtering with Random Link Failures -- Moving-Horizon Estimation with Binary Encoding Schemes -- Conclusion and Further Work.

Stochastic Control and Filtering over Constrained Communication Networks presents up-to-date research developments and novel methodologies on stochastic control and filtering for networked systems under constrained communication networks. It provides a framework of optimal controller/filter design, resilient filter design, stability and performance analysis for the systems considered, subject to various kinds of communication constraints, including signal-to-noise constraints, bandwidth constraints, and packet drops. Several techniques are employed to develop the controllers and filters desired, including: recursive Riccati equations; matrix decomposition; optimal estimation theory; and mathematical optimization methods. Readers will benefit from the book’s new concepts, models and methodologies that have practical significance in control engineering and signal processing. Stochastic Control and Filtering over Constrained Communication Networks is a practical research reference for engineers dealing with networked control and filtering problems. It is also of interest to academics and students working in control and communication networks.

ISBN: 9783030001575

Standard No.: 10.1007/978-3-030-00157-5doiSubjects--Topical Terms:

1249728
Control engineering.

LC Class. No.: TJ212-225

Dewey Class. No.: 629.8

Stochastic Control and Filtering over Constrained Communication Networks
LDR:03327nam a22004095i 4500 001 1008483
003 DE-He213
005 20200704172839.0
007 cr nn 008mamaa
008 210106s2019 gw | s |||| 0|eng d
020 $a 9783030001575 $9 978-3-030-00157-5
024 7 $a 10.1007/978-3-030-00157-5 $2 doi
035 $a 978-3-030-00157-5
050 4 $a TJ212-225
072 7 $a TJFM $2 bicssc
072 7 $a TEC004000 $2 bisacsh
072 7 $a TJFM $2 thema
082 0 4 $a 629.8 $2 23
100 1 $a Liu, Qinyuan. $e author. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1302299
245 1 0 $a Stochastic Control and Filtering over Constrained Communication Networks $h [electronic resource] / $c by Qinyuan Liu, Zidong Wang, Xiao He.
250 $a 1st ed. 2019.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2019.
300 $a XVII, 222 p. 51 illus., 39 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Studies in Systems, Decision and Control, $x 2198-4182 ; $v 178
505 0 $a Introduction -- Fundamental Limitations of Networked Systems over Fading Channels -- Event-based H∞ Consensus Control of Multi-agent Systems -- Event-Triggered Resilient Filtering with Measurement Quantization -- Event-based Distributed Filtering of Continuous-time Nonlinear Systems -- Event-based Distributed Filtering over Markovian Switching Topologies -- Event-based Recursive Distributed Filtering -- A Resilient Approach to Distributed Recursive Filter Design -- Consensus-based Recursive Distributed Filtering -- On Kalman-Consensus Filtering with Random Link Failures -- Moving-Horizon Estimation with Binary Encoding Schemes -- Conclusion and Further Work.
520 $a Stochastic Control and Filtering over Constrained Communication Networks presents up-to-date research developments and novel methodologies on stochastic control and filtering for networked systems under constrained communication networks. It provides a framework of optimal controller/filter design, resilient filter design, stability and performance analysis for the systems considered, subject to various kinds of communication constraints, including signal-to-noise constraints, bandwidth constraints, and packet drops. Several techniques are employed to develop the controllers and filters desired, including: recursive Riccati equations; matrix decomposition; optimal estimation theory; and mathematical optimization methods. Readers will benefit from the book’s new concepts, models and methodologies that have practical significance in control engineering and signal processing. Stochastic Control and Filtering over Constrained Communication Networks is a practical research reference for engineers dealing with networked control and filtering problems. It is also of interest to academics and students working in control and communication networks.
650 0 $a Control engineering. $3 1249728
650 0 $a Electrical engineering. $3 596380
650 0 $a Computer communication systems. $3 1115394
650 1 4 $a Control and Systems Theory. $3 1211358
650 2 4 $a Communications Engineering, Networks. $3 669809
650 2 4 $a Computer Communication Networks. $3 669310
700 1 $a Wang, Zidong. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1062285
700 1 $a He, Xiao. $e author. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1302300
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030001568
776 0 8 $i Printed edition: $z 9783030001582
776 0 8 $i Printed edition: $z 9783030130862
830 0 $a Studies in Systems, Decision and Control, $x 2198-4182 ; $v 27 $3 1254124
856 4 0 $u https://doi.org/10.1007/978-3-030-00157-5
912 $a ZDB-2-INR
912 $a ZDB-2-SXIT
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)
950 $a Intelligent Technologies and Robotics (R0) (SpringerNature-43728)