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提高个人生活质量,过他们的智家居的”,两个研究问题流从这一假说什“”“智能住"建造?虽然存在少量的措个项,,很这种整体性的要求也适用于的“”的.医疗保健和障性住房聪明”
性.保持,如老年痴呆监测的关心高级健康和安以减.聪屋些“智”。跌安全(ADL是我ADL.患者和照顾者的活
使用轮椅或究智;评估最术,以提高舒适性和便利性中风患者和,以;评估以监墙面普适计算技“智”)基础设施同样,它.(微型
致/时,这种变化是状(MEMS)等,这些材料可以使用作为微传感器和致动器的MEMSMEMS学MEMS研卡门于SMAMEMS。器“智能屋的,以家庭内的,
扰信(等线.新的天线设计,优化所需的数据传输率求,可以考虑。求“”:存成本权衡。不同的无线网络配置的测量和分析,以便确定适当.保健监测的目的,这些服务之间的性踪等入括这些一个合适
作,将系统中的我们在一这样的系统根据以适,“定取”的是“”基于是式,
无处,”究人图建立一(部作设计式的因初步框架,随后将作为智能家居的软件系统的基础这个初架,它可以表(或)已(V&VV&V)普适计算的问题,房子会提供一个测试床。房子将被用辆以V&V技有,预计这种基础设施所提供的设施,“标杆的网V&V活其他技术域:
统加究:部,需要适当的控制以防止由于热冲击.天然气和电力的VolvoPenta:中余的期
Increasingindividualsqualityoflifeviatheirintelligenthypothesisofthisprojectis:individual’squalityoflifeintegrating“intelligenttechnologyintotheirenvironment。Thishypothesisisverybroad,hencethewillinvestigateitwithtovarious,potentiallyover-lapping,sub-sectionsofthepopulation。Inparticulartheprojectwillfocussub-sectionswithhealth-careneeds,itisbelievedthatthesesub-sectionswillreceivethegreatestbenefitfromthisapproachtohousing.questionsflowfromthishypothesis:whatarethehealth-careissuesthatvia“intelligenthousing",whatarethetechnologicalissuestoto“intelligenthousing”toWhileasmallnumberofinitiatives,outside,whichclaimtoinvestigatethisarea,nonetheglobalvisionofthisarea.toinsmallareaswithonlylimitedideaofhowtheindividualcontributetowardsagreatergoal。Thisprojectaverystrongofwhatitistryingtoattemptbelievesthatwithoutthisglobaldirectiontheotherinitiativeswillfailtoaddressthelargeimportantissueswithinvariouspartsofthisproposal,andthatwiththecorrectglobaldirectiontheofthepartswillproducegreatertheindividualThisfieldparallelswiththefieldofprocessengineering,whereproductsfailduetoonlyconsideringsub-setoftheissues,typicallythesubset。Successfulprojectsimplementationsonlystartedflowwhenpeoplestartedtorealizethatholisticessential。holisticalsoappliestothefieldof“smartifwegenuinelywantittohavebenefittotheratherthanjusttechnologicalinterest.Havingsaidthis,muchoftheworkoutlinedbelowisextremelyimportantandcontainsagreatdealofnoveltywithintheirindividualtopics。Health-CareandSupportivehousing:Todate,therelittlecoordinatedonhow“smart”technologiescanassistfrailseniorsinathome,and/orreducethecosts
experiencedbytheirinformalcaregivers.,thepurposeoftheproposedistotheusefulnessofvarietyofresidentialtechnologiesinhelpingseniorsmaintaintheirindependenceinhelpingcaregiverssustaintheircaringactivitiesoveralloftheresearchistotwogroupsofseniors.Thefirstisseniorsdischargedfromacutesettingwiththepotentialforreducedabilitytoindependent。Anexampleisseniorswhohavehipreplacementsurgery.Thisgroupbenefitfromtechnologiesthatwouldhelpadaptedtotheirmobility。isseniorsachronichealthsuchasdementiaandwhoarereceivingassistancefromaninformalcaregiverlivingatdistanceInformalcaregiverslivingatdistancefromthecared—forseniorathighriskofcaregiverburnout.Monitoringthecared-forseniorforhealthandsafetyisoneoftheimportanttaskssuchcaregivers.Devicessuchfloorsensors(towhethertheseniorhasfallenandaccesscontrolstosafetyfromintrudersortoindicateelopementbyseniorwithdementiacouldreducecaregivertimetomonitorthesenior.Forsamples,trialsconsistofextendedperiodsofwithinthe‘smarthouse’.Samplesofseniorsbeingfromcarewouldberecruitedfromhospitals.SamplesofseniorscaredforbyinformalcaregiversatdistancecouldrecruiteddementiadiagnosisclinicsorthroughrequestfromcaregiversforrespiteLimitedofclinicalandhealthserviceconductedseniors(withcomplexhealthproblemsincontrolledenvironmentssuchthatbythe“smartForexample,itisknownthatnightvisionoftheispoorbutthereisverylittleinformationregardingtheoptimumleveloflightingafterwakeningorfornightactivitiesFallingisamajorissueforolderpersons;itresultsininjuries,disabilitiesandadditionalhealthcarecosts.Forwithdementingillnessessafetyisthekeyissueduringperformanceoftheactivitiesofdailyliving。ItisvitalforustoabletomonitorwherepatientsfallduringADL.Patientscaregiversactivities
wouldbeandwillbecollectedinthefollowingconditions。Projectswouldconcentratesub-populations,withaviewtocollectingscientificabouttheirconditionstheoftechnologytheirlifestyles.Forexample:-Personswithstablechronicdisabilityfollowingastrokeandtheircaregivers:toresearchoptimummodels,typesandlocationofvarioussensorsforpatients(thesepatientsneglect,hemiplegia,andjudgmentproblemstopatternofduringtheambulation,ofchairsorvarioustypeoffloormaterialtoresearchcaregiverssupporte-healthtechnologytomonitorfrequenciesandlocationofthefalls;toevaluatetheofsmartappliancesforstrokepatientsandcaregivers;toevaluateinformationcommunicationsetupfor—homecare;toevaluateinterfaceforTele-homecarestaffclientstoevaluatethemosteffectivewayoflightingthevariouspartofthehouse;toordevelopnewtocomfortandconvenienceofstrokepatientsandcaregivers;toevaluatethevalueofsurveillanceinassistingcaregivers.PersonswithAlzheimer’stheircaregivers:toevaluatetheeffectofsmarthouseenvironment)ontheirabilitytoself-carewithwithoutpromptingtoevaluatetheirabilitytounfamiliarequipmentinthesmarthouse;toevaluateandmonitorpersonswithAlzheimer’sdiseasemovementpattern;toevaluateandmonitorfallsortoevaluatethetypeandmodelofsensorstomonitorpatients;toevaluatetheeffectofwallcolorforpatientsgivers;toevaluatethevalueoflighting.-Ubiquitous:ubiquitousinfrastructureisviewedthebackboneofthe“intelligencewithinthehouse.Inwithallubiquitoustheprimarycomponentswiththissystemwillbe:thearrayofsensors,thecommunicationinfrastructurethesoftwarecontrol(basedsoftware)infrastructureAgain,itisessentialthatthistopicisinvestigatedholistically
Sensordesign:focusofherewillbeof(micro)sensorarraysusingsmartmaterials,g.piezoelectricmaterials,magnetostrictivematerialsmemoryalloys(SMAs).InparticularareclassofsmartmaterialsthatattractiveforandactuatingapplicationsprimarilyoftheirextraordinarilyhighworkratiocomparedtoothersmartmaterialsSMAsasolid-solidtransformationsubjectedtoanappropriateofmechanicalthermalload,resultinginamacroscopicindimensionsand;thisisrecoverablebyreversingthemechanicalloadingisasshapememoryeffect.Duetothismaterialfeature,canasasensoractuator.AveryrecentdevelopmentisanefforttoincorporateSMAsinsystems(MEMS)thatthesematerialsintegralpartsofactuatorsanareaofactivitywhereoftheisforpossiblecommercialapplicationstoemerge。Someexamplesare—chemicalanalyzershumidityandsensors,forflowcontrol,syntheticjetactuatorsandoptical(forthenextgenerationinternetIncorporatingSMAsinisrelativelyeffortinthe;tothebestofourknowledgeonlyonegroup(Prof.GregMechanical,UniversityofCalifornia,Angeleshassuccessfullydemonstratedthepropertiesof—basedMEMS.thefocuswillbetotheandactuationcapabilitiesofsmartmaterialstoandfabricateusefulandviablemicro-sensorsandactuators.Communications:Constructionanduseof“intelligenthouse”offersextensiveopportunitiestoandverifytheoperationofwirelessandwiredhome-basedcommunicationservices.Whileofthesealreadywidely,oftheissueshavereceivedlittleorattentionItistoinvestigatethefollowingissues:-
ofchannelstatisticsinresidentialoftheindoorwirelesschannelstatisticsiscriticalforenablingtheof
efficienttransmittersreceivers,aswelldeterminingappropriatelevelsofsignal,datatransferrates,modulationtechniques,errorcontrolcodesforthewirelesslinksInterference,channeldistortion,spectrallimitationsthatarisesasresultofforthedisabled(wheelchairs,IVstands,monitoring,etcisofparticularinterest-,analysis,andverificationofantennasforindoorwirelesscommunications。IndoorwirelesspresenttheneedforcompactantennasNewantennadesigns,optimizedfordesiredrates,ofoperation,spatialrequirements,couldbeconsidered。-Verificationandanalysisofoperationofindoorwirelessnetworks:wirelessforrecentlybeenIntegrationoforofintothesmartprovidetheopportunitytoverifytheoperationof,theirlimitations,andtheover-designedtomeettypicalrequirements.-ofeffectivewiringplansfor“smart。":thereexistperformance/costtradeoffsregardingwiredandwirelessinfrastructure。
andanalysisofvariouswirelessnetworkconfigurationswillallowfordeterminationofappropriatenetworkdesigns-ofcoordinatingindoorsystemswithcommunicationindoorwirelessnetworkslocaltothevicinityoftheresidence.Thereexistbroader-scalenetworks,suchasthecellular,fixedwirelessnetworks,andsatellite—basednetworks.Theviabilityusefulnessofcompatibilityservicesforthepurposesofhealth—caremonitoring,thetrackingofpatients,etcneedstoconsidered.AgentstheirEngineering:Ancanconsideredtheequivalentofsupplyingafriendlyexpertwithaproduct。forIntelligentBuildingsnumberofchallengesattheleveloftheaswelltheresultingdetailed。Projectsinthisarea
willinclude-Architecturesforlargeagentsystemsforinhabitedenvironmentsuccessfulofagentinresidential/extendedenvironmentsrequirestheofnewarchitecturesforthesesuitablearchitecturesimpleandflexibletoprovideefficientagentoperationinrealtime.Atthetime,itshouldbehierarchicalandrigidtoallowenforcementofrulesandrestrictionsensuringsafetyoftheinhabitantsofthebuildingcontradictoryhavetoresolvedbydesigningarchitecturethatwillsharedbyallagentsinthe-RobustDecisionandControlStructuresfor:toachievelifelonglearningabilities,theagentsneedtoequippedwithpowerfulforlearningadaptation。Iendtodevelophybridlearningseverallearningrepresentationinanemergentfashion.willapplydifferentapproachesontheirownmaturityandtheoftoadapttosituationorlearnnewbehaviors.Tocopewithhighlevelsofnon—determinism(fromsourcesasinteractionwithunpredictableusersrobustwillbedesignedandcapableofdealingwithdifferenttypesofuncertainty(babilisticfuzzyuncertainty)usingadvancedforsensoryfusion,andinferencebasedonofintelligence-modelingofreal-worldobjectsincludingindividualhereare:“thelocatingandextractingofinformationessentialforrepresentationofpersonalityandhabitsofindividual;developmentofsystemsthat“followadopttoindividualbehavior.solutions,basedandevolutionarytechniques,utilize:(1)clustering,classificationtressandassociationdiscoveryfortheclassificationpartitionofimportantrelationshipsdifferentattributesforvariousfeaturestoindividual,thisisanessential
infindingbehavioralpatternsofanindividual;(2)neuro-fuzzyrule-basedsystemswithlearningadaptationcapabilitiesusedtodevelopmodelsofindividual’scharacteristics,thisisessentialforestimationpredictionofpotentialactivitiesforwardplanning.-Investigationofframeworkcharacteristicsforubiquitouscomputing:Considerdistributedinternet-basedwhichhavetheinwithubiquitoushere,thelargestimpactisnotfromspecificsoftwareengineeringbutisfromavailablesoftwareor‘toolkits’,allowtherapidconstructionandofofthesystemsinareas。,itisthattheconstructionoftheubiquitouscomputinginfrastructureforthe“smarthouse”alsobeutilizedasasoftwareengineering。Researcherswouldstartbyvisitingthefewgenuineubiquitouscomputinginexistencetoday,totrytobuildinitialpictureofthefunctionalityoftheframework。(Thishasobviouslyparallelswiththeapproachof,Helm,Vlissidesdeployedfortheirgroundbreaking“designpatterns”.Unfortunatelyincomparisontotheir,thesamplesizeherewillbe,hence,additionalworkwillrequiredtoreliableanswersThisinitialframeworkwillbethebasisofthesmarthousessoftwarethisinitialwillsubstantiallyevolveduringtheconstructionofthesystem,theofubiquitousenvironmentunfold.ItisbelievedthatsuchcloseintheconstructionofisnecessaryinatrulyusefulreliableartifactBytheoftheconstructionphase,itisexpectedtoastablewhichdemonstratethatalargenumberofessentialcharacteristics(orpatterns)foundforubiquitouscomputing。-ValidationandVerification(V&V)issuesforubiquitousitishopedthatthewillprovidetest-bedforinvestigatingvalidationverification(V&V)issuesforubiquitous。willbe
asvehicletoifV&Vtechniques,toolsorapproachesusefulwithinthisenvironment。Further,itistothistrialfacilityavailabletoresearcherstoincreasetheofthis
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