Optimum routing and scheduling for estimation in wireless sensor networks

Amir Hossein Mohajerzadeh; Vahidy Fakoor; Mohammad Hossein Yaghmaee; Elham Mirfarah

doi:10.1109/ICCKE.2012.6395386

Optimum routing and scheduling for estimation in wireless sensor networks

Amir Hossein Mohajerzadeh^*, Vahidy Fakoor, Mohammad Hossein Yaghmaee, Elham Mirfarah

^*Corresponding author for this work

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

1 Citation (Scopus)

Abstract

In this paper, the distributed estimation in wireless sensor network using optimal task scheduling is considered. The main goal is to maximize network lifetime where it consists of a fusion center and a set of sensor nodes. Lifetime defined as the number of rounds accomplished before network becomes nonfunctional. In order to prolong network lifetime, we determine the optimal number of active sensor nodes and the number of samples provided by each of them using linear optimization problem. Sensor observations are quantized into messages and then forwarded to a fusion center where a final estimation is performed based on degree of certainty. Simulation results show that our optimal proposed algorithm has achieved significant efficiency when compared with other heuristic methods.

Original language	English
Title of host publication	2012 2nd International eConference on Computer and Knowledge Engineering, ICCKE 2012
Pages	243-247
Number of pages	5
DOIs	https://doi.org/10.1109/ICCKE.2012.6395386
Publication status	Published - 2012
Event	2012 2nd International eConference on Computer and Knowledge Engineering, ICCKE 2012 - Mashhad, Iran, Islamic Republic of Duration: 18 Oct 2012 → 19 Oct 2012

Publication series

Name	2012 2nd International eConference on Computer and Knowledge Engineering, ICCKE 2012

Conference

Conference	2012 2nd International eConference on Computer and Knowledge Engineering, ICCKE 2012
Country/Territory	Iran, Islamic Republic of
City	Mashhad
Period	18/10/12 → 19/10/12

Keywords

Degree of Certainty
Estimation
Network lifetime
Task scheduling
Wireless sensor networks

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10.1109/ICCKE.2012.6395386

Cite this

Mohajerzadeh, A. H., Fakoor, V., Yaghmaee, M. H., & Mirfarah, E. (2012). Optimum routing and scheduling for estimation in wireless sensor networks. In 2012 2nd International eConference on Computer and Knowledge Engineering, ICCKE 2012 (pp. 243-247). Article 6395386 (2012 2nd International eConference on Computer and Knowledge Engineering, ICCKE 2012). https://doi.org/10.1109/ICCKE.2012.6395386

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title = "Optimum routing and scheduling for estimation in wireless sensor networks",

abstract = "In this paper, the distributed estimation in wireless sensor network using optimal task scheduling is considered. The main goal is to maximize network lifetime where it consists of a fusion center and a set of sensor nodes. Lifetime defined as the number of rounds accomplished before network becomes nonfunctional. In order to prolong network lifetime, we determine the optimal number of active sensor nodes and the number of samples provided by each of them using linear optimization problem. Sensor observations are quantized into messages and then forwarded to a fusion center where a final estimation is performed based on degree of certainty. Simulation results show that our optimal proposed algorithm has achieved significant efficiency when compared with other heuristic methods.",

keywords = "Degree of Certainty, Estimation, Network lifetime, Task scheduling, Wireless sensor networks",

author = "Mohajerzadeh, {Amir Hossein} and Vahidy Fakoor and Yaghmaee, {Mohammad Hossein} and Elham Mirfarah",

year = "2012",

doi = "10.1109/ICCKE.2012.6395386",

language = "English",

isbn = "9781467344760",

series = "2012 2nd International eConference on Computer and Knowledge Engineering, ICCKE 2012",

pages = "243--247",

booktitle = "2012 2nd International eConference on Computer and Knowledge Engineering, ICCKE 2012",

note = "2012 2nd International eConference on Computer and Knowledge Engineering, ICCKE 2012 ; Conference date: 18-10-2012 Through 19-10-2012",

}

Mohajerzadeh, AH, Fakoor, V, Yaghmaee, MH & Mirfarah, E 2012, Optimum routing and scheduling for estimation in wireless sensor networks. in 2012 2nd International eConference on Computer and Knowledge Engineering, ICCKE 2012., 6395386, 2012 2nd International eConference on Computer and Knowledge Engineering, ICCKE 2012, pp. 243-247, 2012 2nd International eConference on Computer and Knowledge Engineering, ICCKE 2012, Mashhad, Iran, Islamic Republic of, 18/10/12. https://doi.org/10.1109/ICCKE.2012.6395386

Optimum routing and scheduling for estimation in wireless sensor networks. / Mohajerzadeh, Amir Hossein; Fakoor, Vahidy; Yaghmaee, Mohammad Hossein et al.
2012 2nd International eConference on Computer and Knowledge Engineering, ICCKE 2012. 2012. p. 243-247 6395386 (2012 2nd International eConference on Computer and Knowledge Engineering, ICCKE 2012).

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

TY - GEN

T1 - Optimum routing and scheduling for estimation in wireless sensor networks

AU - Mohajerzadeh, Amir Hossein

AU - Fakoor, Vahidy

AU - Yaghmaee, Mohammad Hossein

AU - Mirfarah, Elham

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AB - In this paper, the distributed estimation in wireless sensor network using optimal task scheduling is considered. The main goal is to maximize network lifetime where it consists of a fusion center and a set of sensor nodes. Lifetime defined as the number of rounds accomplished before network becomes nonfunctional. In order to prolong network lifetime, we determine the optimal number of active sensor nodes and the number of samples provided by each of them using linear optimization problem. Sensor observations are quantized into messages and then forwarded to a fusion center where a final estimation is performed based on degree of certainty. Simulation results show that our optimal proposed algorithm has achieved significant efficiency when compared with other heuristic methods.

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KW - Estimation

KW - Network lifetime

KW - Task scheduling

KW - Wireless sensor networks

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BT - 2012 2nd International eConference on Computer and Knowledge Engineering, ICCKE 2012

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Y2 - 18 October 2012 through 19 October 2012

ER -

Optimum routing and scheduling for estimation in wireless sensor networks

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Keywords

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