Sensor scheduling for communication resource minimization in in centralized state estimation

Chao Yang; Xiaoqiang Ren; Jianying Zheng; Ling Shi

doi:10.1109/ICInfA.2014.6932825

Sensor scheduling for communication resource minimization in in centralized state estimation

Chao Yang
, Xiaoqiang Ren
, Jianying Zheng
, Ling Shi

Hong Kong University of Science and Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

We study centralized state estimation in this paper. A group of sensors measure the state of a process and transmit the measurements to a remote estimator. We consider sensor communication scheduling to minimize the communication resources and at the same time guarantee a desired level of remote estimation quality. We consider both deterministic and stochastic scheduling and provide numerical algorithms to give suboptimal solutions.

Original language	English
Title of host publication	2014 IEEE International Conference on Information and Automation, ICIA 2014
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1166-1171
Number of pages	6
ISBN (Electronic)	9781479941001
DOIs	https://doi.org/10.1109/ICInfA.2014.6932825
State	Published - 21 Oct 2014
Externally published	Yes
Event	2014 IEEE International Conference on Information and Automation, ICIA 2014 - Hailar, Hulunbuir, China Duration: 28 Jul 2014 → 30 Jul 2014

Publication series

Name	2014 IEEE International Conference on Information and Automation, ICIA 2014

Conference

Conference	2014 IEEE International Conference on Information and Automation, ICIA 2014
Country/Territory	China
City	Hailar, Hulunbuir
Period	28/07/14 → 30/07/14

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

Energy Consumption
Lifetime maximization
Modified algebraic Riccati equation
Networked state estimation
Sensor scheduling
Stochastic scheduling

Access to Document

10.1109/ICInfA.2014.6932825

Cite this

Yang, C., Ren, X., Zheng, J., & Shi, L. (2014). Sensor scheduling for communication resource minimization in in centralized state estimation. In 2014 IEEE International Conference on Information and Automation, ICIA 2014 (pp. 1166-1171). Article 6932825 (2014 IEEE International Conference on Information and Automation, ICIA 2014). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICInfA.2014.6932825

Yang, Chao ; Ren, Xiaoqiang ; Zheng, Jianying et al. / Sensor scheduling for communication resource minimization in in centralized state estimation. 2014 IEEE International Conference on Information and Automation, ICIA 2014. Institute of Electrical and Electronics Engineers Inc., 2014. pp. 1166-1171 (2014 IEEE International Conference on Information and Automation, ICIA 2014).

@inproceedings{f453faf5a9ae460d9b1f6b8b3945e2e4,

title = "Sensor scheduling for communication resource minimization in in centralized state estimation",

abstract = "We study centralized state estimation in this paper. A group of sensors measure the state of a process and transmit the measurements to a remote estimator. We consider sensor communication scheduling to minimize the communication resources and at the same time guarantee a desired level of remote estimation quality. We consider both deterministic and stochastic scheduling and provide numerical algorithms to give suboptimal solutions.",

keywords = "Energy Consumption, Lifetime maximization, Modified algebraic Riccati equation, Networked state estimation, Sensor scheduling, Stochastic scheduling",

author = "Chao Yang and Xiaoqiang Ren and Jianying Zheng and Ling Shi",

note = "Publisher Copyright: {\textcopyright} 2014 IEEE.; 2014 IEEE International Conference on Information and Automation, ICIA 2014 ; Conference date: 28-07-2014 Through 30-07-2014",

year = "2014",

month = oct,

day = "21",

doi = "10.1109/ICInfA.2014.6932825",

language = "英语",

series = "2014 IEEE International Conference on Information and Automation, ICIA 2014",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "1166--1171",

booktitle = "2014 IEEE International Conference on Information and Automation, ICIA 2014",

address = "美国",

}

Yang, C, Ren, X, Zheng, J & Shi, L 2014, Sensor scheduling for communication resource minimization in in centralized state estimation. in 2014 IEEE International Conference on Information and Automation, ICIA 2014., 6932825, 2014 IEEE International Conference on Information and Automation, ICIA 2014, Institute of Electrical and Electronics Engineers Inc., pp. 1166-1171, 2014 IEEE International Conference on Information and Automation, ICIA 2014, Hailar, Hulunbuir, China, 28/07/14. https://doi.org/10.1109/ICInfA.2014.6932825

Sensor scheduling for communication resource minimization in in centralized state estimation. / Yang, Chao; Ren, Xiaoqiang; Zheng, Jianying et al.
2014 IEEE International Conference on Information and Automation, ICIA 2014. Institute of Electrical and Electronics Engineers Inc., 2014. p. 1166-1171 6932825 (2014 IEEE International Conference on Information and Automation, ICIA 2014).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Sensor scheduling for communication resource minimization in in centralized state estimation

AU - Yang, Chao

AU - Ren, Xiaoqiang

AU - Zheng, Jianying

AU - Shi, Ling

PY - 2014/10/21

Y1 - 2014/10/21

N2 - We study centralized state estimation in this paper. A group of sensors measure the state of a process and transmit the measurements to a remote estimator. We consider sensor communication scheduling to minimize the communication resources and at the same time guarantee a desired level of remote estimation quality. We consider both deterministic and stochastic scheduling and provide numerical algorithms to give suboptimal solutions.

AB - We study centralized state estimation in this paper. A group of sensors measure the state of a process and transmit the measurements to a remote estimator. We consider sensor communication scheduling to minimize the communication resources and at the same time guarantee a desired level of remote estimation quality. We consider both deterministic and stochastic scheduling and provide numerical algorithms to give suboptimal solutions.

KW - Energy Consumption

KW - Lifetime maximization

KW - Modified algebraic Riccati equation

KW - Networked state estimation

KW - Sensor scheduling

KW - Stochastic scheduling

UR - https://www.scopus.com/pages/publications/84914103676

U2 - 10.1109/ICInfA.2014.6932825

DO - 10.1109/ICInfA.2014.6932825

M3 - 会议稿件

AN - SCOPUS:84914103676

T3 - 2014 IEEE International Conference on Information and Automation, ICIA 2014

SP - 1166

EP - 1171

BT - 2014 IEEE International Conference on Information and Automation, ICIA 2014

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2014 IEEE International Conference on Information and Automation, ICIA 2014

Y2 - 28 July 2014 through 30 July 2014

ER -

Yang C, Ren X, Zheng J, Shi L. Sensor scheduling for communication resource minimization in in centralized state estimation. In 2014 IEEE International Conference on Information and Automation, ICIA 2014. Institute of Electrical and Electronics Engineers Inc. 2014. p. 1166-1171. 6932825. (2014 IEEE International Conference on Information and Automation, ICIA 2014). doi: 10.1109/ICInfA.2014.6932825

Sensor scheduling for communication resource minimization in in centralized state estimation

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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