dexternet katherine gilani (ut dallas) philip kuryloski (cornell) posu yan (uc berkeley) an open...

19
DexterNet Katherine Gilani (UT Dallas) Philip Kuryloski (Cornell) Posu Yan (UC Berkeley) An Open Platform for Heterogeneous Body Sensor Networks and Its Applications

Upload: clement-simmons

Post on 16-Jan-2016

214 views

Category:

Documents


1 download

TRANSCRIPT

  • DexterNetKatherine Gilani (UT Dallas)Philip Kuryloski (Cornell)Posu Yan (UC Berkeley)An Open Platform for Heterogeneous Body Sensor Networks and Its Applications

  • Wireless body sensor network systemHeterogeneous sensor integrationMobile monitoring through wearable body sensors and environmental sensorsReal-time data storage and analysis

    What Is DexterNet?IntroductionSystemSPINEApplicationsFuture Work

  • Open SourceSPINEReal-time, dynamically configurableFlexible 3-layer architectureBody Sensor Layer (BSL)Personal Network Layer (PNL)Global Network Layer (GNL)

    Design PrinciplesIntroductionSystemSPINEApplicationsFuture Work

  • Platform ComparisonIntroductionSystemSPINEApplicationsFuture Work

  • 3-Layer ArchitectureIntroductionSystemSPINEApplicationsFuture Work

  • IntroductionSystemSPINEApplicationsFuture Work

  • Motion sensor3 axis accelerometer2 axis gyroscope (rotation)Biosensorelectrocardiogram (ECG)electrical impedance pneumography (EIP)More motes supported via SPINEBody Sensor Layer (BSL)IntroductionSystemSPINEApplicationsFuture Work

  • Nokia N-series Internet TabletLinuxC, JavaTelosb mote802.15.4 radioTinyOSGPSPersonal Network Layer (PNL)IntroductionSystemSPINEApplicationsFuture Work

  • BSL + PNLIntroductionSystemSPINEApplicationsFuture Work

  • ApplicationsAvatarAction RecognitionDatabase connectivityMedical recordsEvents or raw/compressed data

    Global Network Layer (GNL)IntroductionSystemSPINEApplicationsFuture Work

  • Open source software frameworkMote and basestation softwareWireless discovery and configurationOn-node signal processingProvides BSL+PNL software for DexterNet

    What Is SPINE?IntroductionSystemSPINEApplicationsFuture Work

  • 3 main componentsSensing, processing, communicationModularNew sensors can be rapidly integratedNew processing supports all available sensorsCommunication is abstracted for componentsBase station enhancements

    Design of SPINEIntroductionSystemSPINEApplicationsFuture Work

  • Visualize motion in somewhat organic wayImproved visual quality over first generation systemAvatarIntroductionSystemSPINEApplicationsFuture Work

  • jMonkeyEngine for rendering and physicsJointed body modelPhysics damps and constrains dataAnimate a model using skeleton

    ImplementationIntroductionSystemSPINEApplicationsFuture Work

  • Wearable Action Recognition Database (WARD)20 subjects13 continuous actionsActivity monitoringAction RecognitionIntroductionSystemSPINEApplicationsFuture Work

  • People and environment monitoringGPS, motion, bio, air particlesApplicationsObesity studiesAsthma studies

    Public HealthIntroductionSystemSPINEApplicationsFuture Work

  • IntroductionSystemSPINEApplicationsFuture Work

  • SecurityCross-layerPrivacy of dataMore wearable hardwareContinuation of public health experiments

    Future WorkIntroductionSystemSPINEApplicationsFuture Work

  • DexterNetKatherine [email protected] [email protected] [email protected]