Swarm robotics:design and implementation

This project presents a swarming and herding behaviour using simple robots. The main goal is to demonstrate the applicability of artificial intelligence (AI) in simple robotics that can then be scaled to industrial and consumer markets to further the ability of automation. AI can be achieved in many...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:International journal of electrical and computer engineering (Malacca, Malacca) Malacca), 2020-04, Vol.10 (2), p.2173
Hauptverfasser: Abuelhaija, Ashraf, Jebrein, Ayham, Baldawi, Tarik
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page
container_issue 2
container_start_page 2173
container_title International journal of electrical and computer engineering (Malacca, Malacca)
container_volume 10
creator Abuelhaija, Ashraf
Jebrein, Ayham
Baldawi, Tarik
description This project presents a swarming and herding behaviour using simple robots. The main goal is to demonstrate the applicability of artificial intelligence (AI) in simple robotics that can then be scaled to industrial and consumer markets to further the ability of automation. AI can be achieved in many different ways; this paper explores the possible platforms on which to build a simple AI robots from consumer grade microcontrollers. Emphasis on simplicity is the main focus of this paper. Cheap and 8 bit microcontrollers were used as the brain of each robot in a decentralized swarm environment were each robot is autonomous but still a part of the whole. These simple robots don’t communicate directly with each other. They will utilize simple IR sensors to sense each other and simple limit switches to sense other obstacles in their environment. Their main objective is to assemble at certain location after initial start from random locations, and after converging they would move as a single unit without collisions. Using readily available microcontrollers and simple circuit design, semiconsistent swarming behaviour was achieved. These robots don’t follow a set path but will react dynamically to different scenarios, guided by their simple AI algorithm.
doi_str_mv 10.11591/ijece.v10i2.pp2173-2181
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2331661338</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2331661338</sourcerecordid><originalsourceid>FETCH-LOGICAL-c2521-6b05970d2faf7673ea1687eb465ab3d169ac8679047564d0e8ee6d7e181e14fb3</originalsourceid><addsrcrecordid>eNpN0E1LxDAQBuAgCi7r_oeCFy-tmaT5qDdZ_IIFD-o5pM1UsmybmnQV_7219eBcZg4vM8NDSAa0ABAVXPs9Nlh8AvWsGAYGiucMNJyQFaNa51pRffpvPieblPZ0Ki0lq8SKXL182dhlMdRh9E26cZj8e5_Z3mW-Gw7YYT_a0Yf-gpy19pBw89fX5O3-7nX7mO-eH562t7u8YYJBLmsqKkUda22rpOJoQWqFdSmFrbkDWdlGS1XRUglZOooaUTqF09MIZVvzNblc9g4xfBwxjWYfjrGfThrGOUgJnOsppZdUE0NKEVszRN_Z-G2AmpnGzDRmpjELjfml4T9sRVio</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2331661338</pqid></control><display><type>article</type><title>Swarm robotics:design and implementation</title><source>EZB-FREE-00999 freely available EZB journals</source><creator>Abuelhaija, Ashraf ; Jebrein, Ayham ; Baldawi, Tarik</creator><creatorcontrib>Abuelhaija, Ashraf ; Jebrein, Ayham ; Baldawi, Tarik</creatorcontrib><description>This project presents a swarming and herding behaviour using simple robots. The main goal is to demonstrate the applicability of artificial intelligence (AI) in simple robotics that can then be scaled to industrial and consumer markets to further the ability of automation. AI can be achieved in many different ways; this paper explores the possible platforms on which to build a simple AI robots from consumer grade microcontrollers. Emphasis on simplicity is the main focus of this paper. Cheap and 8 bit microcontrollers were used as the brain of each robot in a decentralized swarm environment were each robot is autonomous but still a part of the whole. These simple robots don’t communicate directly with each other. They will utilize simple IR sensors to sense each other and simple limit switches to sense other obstacles in their environment. Their main objective is to assemble at certain location after initial start from random locations, and after converging they would move as a single unit without collisions. Using readily available microcontrollers and simple circuit design, semiconsistent swarming behaviour was achieved. These robots don’t follow a set path but will react dynamically to different scenarios, guided by their simple AI algorithm.</description><identifier>ISSN: 2088-8708</identifier><identifier>EISSN: 2088-8708</identifier><identifier>DOI: 10.11591/ijece.v10i2.pp2173-2181</identifier><language>eng</language><publisher>Yogyakarta: IAES Institute of Advanced Engineering and Science</publisher><subject>Algorithms ; Artificial intelligence ; Automation ; Circuit design ; Manufacturing engineering ; Microcontrollers ; Robotics ; Robots ; Swarming ; Switches</subject><ispartof>International journal of electrical and computer engineering (Malacca, Malacca), 2020-04, Vol.10 (2), p.2173</ispartof><rights>Copyright IAES Institute of Advanced Engineering and Science Apr 2020</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c2521-6b05970d2faf7673ea1687eb465ab3d169ac8679047564d0e8ee6d7e181e14fb3</citedby></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids></links><search><creatorcontrib>Abuelhaija, Ashraf</creatorcontrib><creatorcontrib>Jebrein, Ayham</creatorcontrib><creatorcontrib>Baldawi, Tarik</creatorcontrib><title>Swarm robotics:design and implementation</title><title>International journal of electrical and computer engineering (Malacca, Malacca)</title><description>This project presents a swarming and herding behaviour using simple robots. The main goal is to demonstrate the applicability of artificial intelligence (AI) in simple robotics that can then be scaled to industrial and consumer markets to further the ability of automation. AI can be achieved in many different ways; this paper explores the possible platforms on which to build a simple AI robots from consumer grade microcontrollers. Emphasis on simplicity is the main focus of this paper. Cheap and 8 bit microcontrollers were used as the brain of each robot in a decentralized swarm environment were each robot is autonomous but still a part of the whole. These simple robots don’t communicate directly with each other. They will utilize simple IR sensors to sense each other and simple limit switches to sense other obstacles in their environment. Their main objective is to assemble at certain location after initial start from random locations, and after converging they would move as a single unit without collisions. Using readily available microcontrollers and simple circuit design, semiconsistent swarming behaviour was achieved. These robots don’t follow a set path but will react dynamically to different scenarios, guided by their simple AI algorithm.</description><subject>Algorithms</subject><subject>Artificial intelligence</subject><subject>Automation</subject><subject>Circuit design</subject><subject>Manufacturing engineering</subject><subject>Microcontrollers</subject><subject>Robotics</subject><subject>Robots</subject><subject>Swarming</subject><subject>Switches</subject><issn>2088-8708</issn><issn>2088-8708</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNpN0E1LxDAQBuAgCi7r_oeCFy-tmaT5qDdZ_IIFD-o5pM1UsmybmnQV_7219eBcZg4vM8NDSAa0ABAVXPs9Nlh8AvWsGAYGiucMNJyQFaNa51pRffpvPieblPZ0Ki0lq8SKXL182dhlMdRh9E26cZj8e5_Z3mW-Gw7YYT_a0Yf-gpy19pBw89fX5O3-7nX7mO-eH562t7u8YYJBLmsqKkUda22rpOJoQWqFdSmFrbkDWdlGS1XRUglZOooaUTqF09MIZVvzNblc9g4xfBwxjWYfjrGfThrGOUgJnOsppZdUE0NKEVszRN_Z-G2AmpnGzDRmpjELjfml4T9sRVio</recordid><startdate>20200401</startdate><enddate>20200401</enddate><creator>Abuelhaija, Ashraf</creator><creator>Jebrein, Ayham</creator><creator>Baldawi, Tarik</creator><general>IAES Institute of Advanced Engineering and Science</general><scope>AAYXX</scope><scope>CITATION</scope><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BVBZV</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>JQ2</scope><scope>K7-</scope><scope>L6V</scope><scope>M7S</scope><scope>P5Z</scope><scope>P62</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope></search><sort><creationdate>20200401</creationdate><title>Swarm robotics:design and implementation</title><author>Abuelhaija, Ashraf ; Jebrein, Ayham ; Baldawi, Tarik</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c2521-6b05970d2faf7673ea1687eb465ab3d169ac8679047564d0e8ee6d7e181e14fb3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Algorithms</topic><topic>Artificial intelligence</topic><topic>Automation</topic><topic>Circuit design</topic><topic>Manufacturing engineering</topic><topic>Microcontrollers</topic><topic>Robotics</topic><topic>Robots</topic><topic>Swarming</topic><topic>Switches</topic><toplevel>online_resources</toplevel><creatorcontrib>Abuelhaija, Ashraf</creatorcontrib><creatorcontrib>Jebrein, Ayham</creatorcontrib><creatorcontrib>Baldawi, Tarik</creatorcontrib><collection>CrossRef</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science &amp; Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>Advanced Technologies &amp; Aerospace Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>East &amp; South Asia Database</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Computer Science Collection</collection><collection>Computer Science Database</collection><collection>ProQuest Engineering Collection</collection><collection>Engineering Database</collection><collection>Advanced Technologies &amp; Aerospace Database</collection><collection>ProQuest Advanced Technologies &amp; Aerospace Collection</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering Collection</collection><jtitle>International journal of electrical and computer engineering (Malacca, Malacca)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Abuelhaija, Ashraf</au><au>Jebrein, Ayham</au><au>Baldawi, Tarik</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Swarm robotics:design and implementation</atitle><jtitle>International journal of electrical and computer engineering (Malacca, Malacca)</jtitle><date>2020-04-01</date><risdate>2020</risdate><volume>10</volume><issue>2</issue><spage>2173</spage><pages>2173-</pages><issn>2088-8708</issn><eissn>2088-8708</eissn><abstract>This project presents a swarming and herding behaviour using simple robots. The main goal is to demonstrate the applicability of artificial intelligence (AI) in simple robotics that can then be scaled to industrial and consumer markets to further the ability of automation. AI can be achieved in many different ways; this paper explores the possible platforms on which to build a simple AI robots from consumer grade microcontrollers. Emphasis on simplicity is the main focus of this paper. Cheap and 8 bit microcontrollers were used as the brain of each robot in a decentralized swarm environment were each robot is autonomous but still a part of the whole. These simple robots don’t communicate directly with each other. They will utilize simple IR sensors to sense each other and simple limit switches to sense other obstacles in their environment. Their main objective is to assemble at certain location after initial start from random locations, and after converging they would move as a single unit without collisions. Using readily available microcontrollers and simple circuit design, semiconsistent swarming behaviour was achieved. These robots don’t follow a set path but will react dynamically to different scenarios, guided by their simple AI algorithm.</abstract><cop>Yogyakarta</cop><pub>IAES Institute of Advanced Engineering and Science</pub><doi>10.11591/ijece.v10i2.pp2173-2181</doi><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 2088-8708
ispartof International journal of electrical and computer engineering (Malacca, Malacca), 2020-04, Vol.10 (2), p.2173
issn 2088-8708
2088-8708
language eng
recordid cdi_proquest_journals_2331661338
source EZB-FREE-00999 freely available EZB journals
subjects Algorithms
Artificial intelligence
Automation
Circuit design
Manufacturing engineering
Microcontrollers
Robotics
Robots
Swarming
Switches
title Swarm robotics:design and implementation
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-27T19%3A39%3A52IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Swarm%20robotics:design%20and%20implementation&rft.jtitle=International%20journal%20of%20electrical%20and%20computer%20engineering%20(Malacca,%20Malacca)&rft.au=Abuelhaija,%20Ashraf&rft.date=2020-04-01&rft.volume=10&rft.issue=2&rft.spage=2173&rft.pages=2173-&rft.issn=2088-8708&rft.eissn=2088-8708&rft_id=info:doi/10.11591/ijece.v10i2.pp2173-2181&rft_dat=%3Cproquest_cross%3E2331661338%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2331661338&rft_id=info:pmid/&rfr_iscdi=true