已阅读5页,还剩8页未读, 继续免费阅读
版权说明:本文档由用户提供并上传,收益归属内容提供方,若内容存在侵权,请进行举报或认领
文档简介
附录2AnIntegratedSystemforCommandandControlofCooperativeRoboticSystemsChristopherM.Clark,EricW.Frew,HenryL.Jones,&StephenM.RockAerospaceRoboticsLabDepartmentofAeronautics&AstronauticsStanfordUniversitychrisc,ewf,hlj,Abstract:Presentedisanexperimentalinvestigationintothreeissuesthatenableincreasedautonomousfunctionalitywhenusingmobilerobots.Theseissuesare(1)interfacingasingleuserwithmultiplerobots,(2)motionplanningformultiplerobots,and(3)robottrajectorygenerationfortargettracking.Forthisresearch,theMicroAutonomousRoverS(MARS)testplatformwasdevelopedthatprovidesameansforimplementingthistechnologyonlaboratoryrobotstocarryouttasksincludingcollision-freewhichasingleuserisabletocommandagroupofrobots.Experimentalresultsarepresentedinmotionandtargettracking.Keyword:multi-robotsroverMARStestplatformtargettrackingtrajectorymonitorMaintext:1.IntroductionCurrently,remoteroboticsystemsrequiremanyhumanstooperateasinglerobot.Thegoalforfuturesystemsistorequireonlyoneoperatorformanyrobots.Forexample,futurespacestructureconstructionwouldbenefitfromtheavailabilityofalargegroupofrobotsthatcanbeoperatedbyaFigure1:RoversfromtheMARStestplatform.Smallgroupsofhumans.Whiletherehasbeenasignificantamountofresearchtowardstheoperationofsingleremoterobots,moreworkisstillrequiredtowardstheoperationofgroupsofrobots.Inparticular,anincreaseddegreeofautonomymustbegiventotherobots.Torealizethisautonomy,avarietyoffundamentalcapabilitiesmustbeenabledthatinclude:(1)Providinganinterfacefromwhichadequateinformationfordecision-makingisavailabletothehuman,andcommandstooneorseveraloftherobotscanbeexecuted.(2)Providingautonomous,real-timeconstructionofcollision-freetrajectoriesforallrobotsinthegroup.(3)Providingrobottrajectorygenerationthatenablestrackingofmovingobjects.Inpreviouswork,weaddressedeachoftheseissues:Jones6developedaninterfacethatallowsasinglehumantooperatemanyrobots;Clark2designedamulti-robotmotionplanner;andFrew4designedatrajectorygeneratorthatprovidesnear-optimalsolutionsforobjectmotionestimation.Figure1:RoversfromtheMARStestplantformInthispaper,wepresentanintegratedsystemdemonstrationofthesetechnologies.Thepaperisorganizedasfollows.Section2providesabriefdescriptionofeachofthethreeresearchprojects.InSection3,theMicroAutonomousRoverS(MARS)testplatformanditsapplicationtothisresearchisdescribed.Section4detailsafinaldemonstrationthatsummarizesthepreviousresearchasanintegratedsystem.ConclusionsarepresentedinSection5.2.TechnologicalIssues2.1.HumanInterfaceForasinglehumantooperateamulti-robotsystem,thehumanmusthaveaccesstoallrelevantinformationabouttheremoteenvironmentsothatappropriatecommandscanbeexecuted.Also,thehumanmustbeprovidedwithameansofexecutingthesecommandstooneorseveraloftherobots.In6,Jonesdevelopedaninterfacebasedondialoguesbetweenthehumanandtherobotsasaneffectivemethodforoperatingmultiplerobots.Inparticular,Jonesaddressedthefollowingissues:-Establishingthestructureandscopeofthedialogue-Creatingarobotinfrastructurecapableofconductinganeffectivedialogue-Determiningmethodsfordealingwiththesocialconventionsofdialogues-Developinganinterfacethatallowstheoperatortocarryoutthedialoguewiththeroboticsystem.Hisresultisanimplementationofadialogueinteractionpatternedafterthetask-orientedDialoguescommoninhumanteams.Thehypothesisisthatsimilardialoguescanplayausefulrolewithinhuman-robotteams.TheinterfacewasimplementedusingOpenGLtoprovideathree-dimensionalviewoftherobotenvironment.Anexamplescreen-shotisshowninFigure2.Dialoguethroughtheinterfacetakesplaceelectronicallyratherthanthroughvoice.Thedialoguebeginswhenobjectsareselectedbyclickingonthemonthescreen.Theinterfacethenresolvestheidentityoftheobjectandtherobotthatsensedtheobject.Theinterfacewaitsuntilaresponsefromthecorrectrobothasbeenreturnedintheformofalistoftasksthattherobotcanaccomplishonthatobject.Thislististhendisplayedinadialogthatpopsupnexttotheobject.Theusercanselectfromthislistoftasks,andthecompletecommandofrobot/task/objectissenttotherobotforexecution.Figure2:Screenshotofthehuman-robotinterface.Thescreen-shotinFigure2providesanexampleoftheinterfaceinuse.Tworobots(denotedbywhitecylinders)and3objectsarelocatedonthetestbedworkspace.Theoperatorhasqueriedtherobotagentstodeterminewhattaskscanbeperformedontheobjectattheleftsideofthescreen.Apop-upmenuhasappearedwithalistofthequeryresults.Jonesshowedthatitispossibletobuildadialogue-basedinteractionthatenablesthecontrolofmultiplerobots.Thisinteraction,asimplementedinavirtualthree-dimensionalworld,providedanintuitivepoint-and-clickmethodfordeterminingthecapabilitiesoftherobotintheappropriatecontext,andenabledtheoperatortoparticipateintheresourcemanagementandtaskplanningfortherobots.2.2MotionPlanningWhenlargegroupsofrobotsandmovingobstaclesareworkingtogetherwithinadesignatedarea,high-levelmotionplanningisrequiredtoavoidcollisions.Continuouscommunicationbetweenallrobotsmaynotbefeasible,andnosystemofsensorscanprovideglobalknowledge.Also,tofunctioninadynamicenvironmentwithmovingobstacles,thesystemmustbeabletoreactquickly.Forthistypeofmulti-robotsystem,amotionplannerthatdoesnotneedglobalknowledgeorhighbandwidthcommunication,butthatcanstillplaninreal-time,isrequired.AmotionplanningsystemthatmeetsthisrequirementwasdevelopedbyClark2.ThealgorithmpresentedwasbasedontheplannerdevelopedbyHsuandKindel5.TheirworkdemonstratestheuseofaKinodynamicRandomizedMotionPlannerforasinglerobotmaneuveringaroundstationaryandmovingobstacles.Tohandlemorethanonerobot,theKinodynamicRandomizedMotionPlannerwasextended.Intheextendedplanner,whenrobotsdetectoneanotherusinglocalsensors,theycommunicatewitheachOther,usingaprioritysystem,therobotscoordinatetheirmotionplanstoavoidcollisions.Eachrobotcreatesaplanwithknowledgeofonlythefewobstaclessurroundingit.Byplanningaroundonlythoseobjectswithintherobotslocalarea,themotionplanningproblemisgreatlysimplifiedleadingtodecreasedplanningtimes.Whennewobjectsentertherobotsfieldofview,are-planiscalledfortoensurethattherobotstrajectoryiscollision-free.Anexampleofasimulationinvolving10rovers,and5stationaryobstaclesisprovidedifFigure3.Smallercirclesrepresentthemicro-roversasviewedfromabove,whilecrossesrepresentgoallocationsandlargercirclesrepresentobstacles.Trajectoriesconstructedbyeachrobotsmotionplannerareindicatedwithlinesthatleadtogoallocations.Themotionplannerdemonstrateditseffectivenessinplanningforalargenumberofrobotswithinaboundedworkspace.Itplannedwithahighprobabilityofsuccess,eveninclutteredenvironmentsinvolving5to15robots,Stationaryobstaclesandmovingobstacles.Planningtimesontheorderof0.1sallowedtherobotstore-planinreal-timeandreactquicklytochangesintheenvironment.Althoughthemotionplannerwasappliedtoa2Dworkspace,itshouldbenotedthattheplannerisextendibleto3Dworkspaces.Figure3:MotionplanningsimulationexampleInvolvingin10robotsand5obstacles.Figurea)illustratesrovers,theirgoals,andobstaclesbeforethesimulation.Inb),thesimulationhasjustbegunandallrovershaveconstructedtheirfirstplan.Examplesofreal-timeplanningontheflyareshowninc)andd).(Notethatsomeinitialtrajectoriespassthroughobstacles,butastherobotscomecloseenoughtosensethem,theyreplanttoavoidthem.)Finally,ine)therovershavecon
温馨提示
- 1. 本站所有资源如无特殊说明,都需要本地电脑安装OFFICE2007和PDF阅读器。图纸软件为CAD,CAXA,PROE,UG,SolidWorks等.压缩文件请下载最新的WinRAR软件解压。
- 2. 本站的文档不包含任何第三方提供的附件图纸等,如果需要附件,请联系上传者。文件的所有权益归上传用户所有。
- 3. 本站RAR压缩包中若带图纸,网页内容里面会有图纸预览,若没有图纸预览就没有图纸。
- 4. 未经权益所有人同意不得将文件中的内容挪作商业或盈利用途。
- 5. 人人文库网仅提供信息存储空间,仅对用户上传内容的表现方式做保护处理,对用户上传分享的文档内容本身不做任何修改或编辑,并不能对任何下载内容负责。
- 6. 下载文件中如有侵权或不适当内容,请与我们联系,我们立即纠正。
- 7. 本站不保证下载资源的准确性、安全性和完整性, 同时也不承担用户因使用这些下载资源对自己和他人造成任何形式的伤害或损失。
最新文档
- 基于精准医疗理念的急性胆源性胰腺炎个体化治疗策略与疗效研究
- 基于粗糙集方法的风电建设项目后评价体系构建与实证研究
- 2025年中铁资源笔试真题及答案
- 2025年中考真题试卷物理及答案
- 襄阳数学高中试卷及答案
- 2025年长春中考美术试卷及答案
- 生物医用材料题库及答案
- 海水鱼类繁育工安全素养能力考核试卷含答案
- 塑料模具工岗前成果转化考核试卷含答案
- 换流站运行值班员岗前工作意识考核试卷含答案
- 无人机制造工厂建设施工方案
- 基于大语言模型的水文模型参数优化特性研究
- 地球科学通识课(中国地质大学(武汉))知到智慧树网课答案
- 疫苗接种进校园活动方案
- 2025至2030中国航运金融行业发展趋势分析与未来投资战略咨询研究报告
- 江苏入团考试试题及答案2025年
- 微信客户维护培训课件
- GB/T 22577-2025核电站用1E级电缆通用要求
- 《房屋工程总承包工程量计算规范》
- 2025年中小学生读书知识竞赛题库及答案
- 学困生教学课件
评论
0/150
提交评论