Sönümlemeli kanalin çok etmenli sistemlerde konsensüse ulaşmaya etkisi

Kimon Cokona; Semiha Tedik Başaran; Emre Durmaz; Ezgi Oral; Güneş Karabulut Kurt; Gerd Ascheid; Guido Dartmann

doi:10.1109/SIU.2018.8404588

Sönümlemeli kanalin çok etmenli sistemlerde konsensüse ulaşmaya etkisi

Translated title of the contribution: Effect of channel fading on reaching consensus in multi-agent systems

Kimon Cokona, Semiha Tedik Başaran, Emre Durmaz, Ezgi Oral, Güneş Karabulut Kurt, Gerd Ascheid, Guido Dartmann

Department of Electronics and Communication Engineering

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

4 Citations (Scopus)

Abstract

This paper studies the performance of multi-agent systems (MAS), the usage area of which is constantly expanding, under the fading effect of wireless communication channels. The main principle of multi-agent systems lies in solving difficult problems of high complexity and cost to single agents by employing many agents that can function without a central control unit. The consensus problem, which is used in order to achieve a common decision making by utilizing communication between agents, has been studied since long ago. However, even though MAS function through wireless communication channels, the effect of fading channel models on the consensus problem, have not been yet investigated in detail. This study analyzes this effect on the linear average consensus protocol. Monte Carlo simulations have been done on fixed topologies with different agent numbers and fading channel models for increasing SNR values.

Translated title of the contribution	Effect of channel fading on reaching consensus in multi-agent systems
Original language	Turkish
Title of host publication	26th IEEE Signal Processing and Communications Applications Conference, SIU 2018
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1-4
Number of pages	4
ISBN (Electronic)	9781538615010
DOIs	https://doi.org/10.1109/SIU.2018.8404588
Publication status	Published - 5 Jul 2018
Event	26th IEEE Signal Processing and Communications Applications Conference, SIU 2018 - Izmir, Turkey Duration: 2 May 2018 → 5 May 2018

Publication series

Name	26th IEEE Signal Processing and Communications Applications Conference, SIU 2018

Conference

Conference	26th IEEE Signal Processing and Communications Applications Conference, SIU 2018
Country/Territory	Turkey
City	Izmir
Period	2/05/18 → 5/05/18

Bibliographical note

Publisher Copyright:
© 2018 IEEE.

Access to Document

10.1109/SIU.2018.8404588

Cite this

Cokona, K., Başaran, S. T., Durmaz, E., Oral, E., Kurt, G. K., Ascheid, G., & Dartmann, G. (2018). Sönümlemeli kanalin çok etmenli sistemlerde konsensüse ulaşmaya etkisi. In 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018 (pp. 1-4). (26th IEEE Signal Processing and Communications Applications Conference, SIU 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SIU.2018.8404588

Cokona, Kimon ; Başaran, Semiha Tedik ; Durmaz, Emre et al. / Sönümlemeli kanalin çok etmenli sistemlerde konsensüse ulaşmaya etkisi. 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 1-4 (26th IEEE Signal Processing and Communications Applications Conference, SIU 2018).

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title = "S{\"o}n{\"u}mlemeli kanalin {\c c}ok etmenli sistemlerde konsens{\"u}se ula{\c s}maya etkisi",

abstract = "This paper studies the performance of multi-agent systems (MAS), the usage area of which is constantly expanding, under the fading effect of wireless communication channels. The main principle of multi-agent systems lies in solving difficult problems of high complexity and cost to single agents by employing many agents that can function without a central control unit. The consensus problem, which is used in order to achieve a common decision making by utilizing communication between agents, has been studied since long ago. However, even though MAS function through wireless communication channels, the effect of fading channel models on the consensus problem, have not been yet investigated in detail. This study analyzes this effect on the linear average consensus protocol. Monte Carlo simulations have been done on fixed topologies with different agent numbers and fading channel models for increasing SNR values.",

keywords = "Channel fading, Consensus, Multi-agent systems, Signal to noise ratio",

author = "Kimon Cokona and Ba{\c s}aran, {Semiha Tedik} and Emre Durmaz and Ezgi Oral and Kurt, {G{\"u}ne{\c s} Karabulut} and Gerd Ascheid and Guido Dartmann",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018 ; Conference date: 02-05-2018 Through 05-05-2018",

year = "2018",

month = jul,

day = "5",

doi = "10.1109/SIU.2018.8404588",

language = "T{\"u}rk{\c c}e",

series = "26th IEEE Signal Processing and Communications Applications Conference, SIU 2018",

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

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Cokona, K, Başaran, ST, Durmaz, E, Oral, E, Kurt, GK, Ascheid, G & Dartmann, G 2018, Sönümlemeli kanalin çok etmenli sistemlerde konsensüse ulaşmaya etkisi. in 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018. 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018, Institute of Electrical and Electronics Engineers Inc., pp. 1-4, 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018, Izmir, Turkey, 2/05/18. https://doi.org/10.1109/SIU.2018.8404588

Sönümlemeli kanalin çok etmenli sistemlerde konsensüse ulaşmaya etkisi. / Cokona, Kimon; Başaran, Semiha Tedik; Durmaz, Emre et al.
26th IEEE Signal Processing and Communications Applications Conference, SIU 2018. Institute of Electrical and Electronics Engineers Inc., 2018. p. 1-4 (26th IEEE Signal Processing and Communications Applications Conference, SIU 2018).

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

TY - GEN

T1 - Sönümlemeli kanalin çok etmenli sistemlerde konsensüse ulaşmaya etkisi

AU - Cokona, Kimon

AU - Başaran, Semiha Tedik

AU - Durmaz, Emre

AU - Oral, Ezgi

AU - Kurt, Güneş Karabulut

AU - Ascheid, Gerd

AU - Dartmann, Guido

PY - 2018/7/5

Y1 - 2018/7/5

N2 - This paper studies the performance of multi-agent systems (MAS), the usage area of which is constantly expanding, under the fading effect of wireless communication channels. The main principle of multi-agent systems lies in solving difficult problems of high complexity and cost to single agents by employing many agents that can function without a central control unit. The consensus problem, which is used in order to achieve a common decision making by utilizing communication between agents, has been studied since long ago. However, even though MAS function through wireless communication channels, the effect of fading channel models on the consensus problem, have not been yet investigated in detail. This study analyzes this effect on the linear average consensus protocol. Monte Carlo simulations have been done on fixed topologies with different agent numbers and fading channel models for increasing SNR values.

AB - This paper studies the performance of multi-agent systems (MAS), the usage area of which is constantly expanding, under the fading effect of wireless communication channels. The main principle of multi-agent systems lies in solving difficult problems of high complexity and cost to single agents by employing many agents that can function without a central control unit. The consensus problem, which is used in order to achieve a common decision making by utilizing communication between agents, has been studied since long ago. However, even though MAS function through wireless communication channels, the effect of fading channel models on the consensus problem, have not been yet investigated in detail. This study analyzes this effect on the linear average consensus protocol. Monte Carlo simulations have been done on fixed topologies with different agent numbers and fading channel models for increasing SNR values.

KW - Channel fading

KW - Consensus

KW - Multi-agent systems

KW - Signal to noise ratio

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DO - 10.1109/SIU.2018.8404588

M3 - Konferans katkısı

AN - SCOPUS:85050801908

T3 - 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018

SP - 1

EP - 4

BT - 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018

Y2 - 2 May 2018 through 5 May 2018

ER -

Cokona K, Başaran ST, Durmaz E, Oral E, Kurt GK, Ascheid G et al. Sönümlemeli kanalin çok etmenli sistemlerde konsensüse ulaşmaya etkisi. In 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018. Institute of Electrical and Electronics Engineers Inc. 2018. p. 1-4. (26th IEEE Signal Processing and Communications Applications Conference, SIU 2018). doi: 10.1109/SIU.2018.8404588

Sönümlemeli kanalin çok etmenli sistemlerde konsensüse ulaşmaya etkisi

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