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Published byClement Simmons Modified over 9 years ago
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DexterNet Katherine Gilani (UT Dallas) Philip Kuryloski (Cornell) Posu Yan (UC Berkeley) An Open Platform for Heterogeneous Body Sensor Networks and Its Applications
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Wireless body sensor network system – Heterogeneous sensor integration Mobile monitoring through wearable body sensors and environmental sensors Real-time data storage and analysis What Is DexterNet? IntroductionSystemSPINEApplicationsFuture Work
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Open Source – SPINE Real-time, dynamically configurable Flexible 3-layer architecture – Body Sensor Layer (BSL) – Personal Network Layer (PNL) – Global Network Layer (GNL) Design Principles IntroductionSystemSPINEApplicationsFuture Work
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Platform Comparison IntroductionSystemSPINEApplicationsFuture Work
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3-Layer Architecture IntroductionSystemSPINEApplicationsFuture Work
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IntroductionSystemSPINEApplicationsFuture Work
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Motion sensor – 3 axis accelerometer – 2 axis gyroscope (rotation) Biosensor – electrocardiogram (ECG) – electrical impedance pneumography (EIP) More motes supported via SPINE Body Sensor Layer (BSL) IntroductionSystemSPINEApplicationsFuture Work
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Nokia N-series Internet Tablet – Linux – C, Java Telosb mote – 802.15.4 radio – TinyOS GPS Personal Network Layer (PNL) IntroductionSystemSPINEApplicationsFuture Work
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BSL + PNL IntroductionSystemSPINEApplicationsFuture Work
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Applications – Avatar – Action Recognition Database connectivity – Medical records – Events or raw/compressed data Global Network Layer (GNL) IntroductionSystemSPINEApplicationsFuture Work
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Open source software framework – Mote and basestation software Wireless discovery and configuration On-node signal processing Provides BSL+PNL software for DexterNet What Is SPINE? IntroductionSystemSPINEApplicationsFuture Work
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3 main components – Sensing, processing, communication Modular – New sensors can be rapidly integrated – New processing supports all available sensors – Communication is abstracted for components Base station enhancements Design of SPINE IntroductionSystemSPINEApplicationsFuture Work
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Visualize motion in somewhat organic way Improved visual quality over first generation system Avatar IntroductionSystemSPINEApplicationsFuture Work
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jMonkeyEngine for rendering and physics Jointed body model – Physics damps and constrains data Animate a model using skeleton Implementation IntroductionSystemSPINEApplicationsFuture Work
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Wearable Action Recognition Database (WARD) – 20 subjects – 13 continuous actions Activity monitoring Action Recognition IntroductionSystemSPINEApplicationsFuture Work
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People and environment monitoring – GPS, motion, bio, air particles Applications – Obesity studies – Asthma studies Public Health IntroductionSystemSPINEApplicationsFuture Work
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IntroductionSystemSPINEApplicationsFuture Work
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Security – Cross-layer – Privacy of data More wearable hardware Continuation of public health experiments Future Work IntroductionSystemSPINEApplicationsFuture Work
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DexterNet Katherine Gilani – kt.g@student.utdallas.edu Philip Kuryloski – pjk25@cornell.edu Posu Yan – pyan@eecs.berkeley.edu
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