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30364

Multi-Agent Data Fusion System Based on Multiple–FPGA Parallel Computing Architecture

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Last updated: 04 Jan 2025

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Abstract

The multi-agent system concepts appeared recently and it is extremely distributed in all research areas to solve problems by many agents cooperation. In some applications, quick, accurate, and complete data is highly required for supporting decision making in order to reduce the decision cycle and to minimize the loss. Multi-agent data fusion has been used for such applications where the process of integration of multiple data and knowledge is turned into a consistent, accurate, and useful representation. The benefit of using multi-agent data fusion is that it can use for large structural, collect as much data as possible using different kinds of sensors with low cost. This paper presents a multiagent cooperation system using a real time processor based on FPGA which is used as parallel processing to speed up the processing, measuring the time and the amount of data being processed. This makes real-time or near-real-time damage detection possible.
The proposed multi-agent data fusion system is evaluated by a bridge aluminum structure monitoring experiment in which strain distribution are monitored by a set of sensors.

DOI

10.21608/iceeng.2014.30364

Keywords

Multi-agent system, Data fusion, field programmable gate array, structural health monitoring

Authors

First Name

Ahmed

Last Name

Abdalla

MiddleName

E.

Affiliation

Assoc. Prof., Electrical Eng. Dept. Military Technical College.

Email

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City

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Orcid

-

First Name

khaled

Last Name

Shafie

MiddleName

M.

Affiliation

Dr., Electrical Eng. Dept. Military Technical College.

Email

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City

-

Orcid

-

First Name

Mohamed

Last Name

Tawfic

MiddleName

F.

Affiliation

Eng., Electrical Eng. Dept. Military Technical College.

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-

City

-

Orcid

-

Volume

9

Article Issue

9th International Conference on Electrical Engineering ICEENG 2014

Related Issue

5254

Issue Date

2014-05-01

Receive Date

2019-04-18

Publish Date

2014-05-01

Page Start

1

Page End

13

Print ISSN

2636-4433

Online ISSN

2636-4441

Link

https://iceeng.journals.ekb.eg/article_30364.html

Detail API

https://iceeng.journals.ekb.eg/service?article_code=30364

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10

Type

Original Article

Type Code

833

Publication Type

Journal

Publication Title

The International Conference on Electrical Engineering

Publication Link

https://iceeng.journals.ekb.eg/

MainTitle

Multi-Agent Data Fusion System Based on Multiple–FPGA Parallel Computing Architecture

Details

Type

Article

Created At

22 Jan 2023