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Microsoft Research  Faculty Summit 2007
John A. Stankovic BP America Professor, UVA Microsoft Corporation
<ul><li>Problems of interest </li></ul><ul><li>Univ. of Virginia AlarmNet  </li></ul><ul><li>Microsoft interactions </li><...
<ul><li>Home health care </li></ul>
 
<ul><li>Home health care </li></ul><ul><li>(Large scale) assisted living facilities </li></ul>
 
<ul><li>Home health care </li></ul><ul><li>(Large scale) assisted living facilities </li></ul><ul><li>Flexible targeting o...
<ul><li>A ssisted  L iving  a nd  R esidential  M onitoring  Net work </li></ul>
Internet Internet Nurses Stations
With Harvard
With Harvard
With  MARC UVA  Medical School
*  With the Univ. of Illinois
<ul><li>Activity of daily living classification </li></ul><ul><ul><li>Five two-axis accelerometer network  for classifying...
Internet Internet PDAs Nurses Stations Dust Light Pollen Humidity Temperature Motion Activities
Internet Internet Nurses Stations Privacy Security
<ul><li>Patients </li></ul><ul><li>Patients family and friends </li></ul><ul><li>Doctor – what advantages  for them in tre...
<ul><li>Personal medical data </li></ul><ul><li>Personal activity data </li></ul><ul><li>Environmental data </li></ul><ul>...
Real- Time
Internet Internet Privacy Security Internet Nurses Stations
AlarmGate SW on stargate DB
 
Internet Internet Privacy Security Nurses Stations
Circadian activity rhythm per room for  70 days
Life Habits at-home Learning period Diurnal/nocturnal activity
<ul><li>Support for heterogeneous  health care systems </li></ul><ul><ul><li>Utilize Cell phones </li></ul></ul><ul><ul><l...
AlarmNet HealthGear Bluetooth IEEE 802.15.4 WiFi, Ethernet Alarms Any Data Blood Pressure  Sensor, ECG, … WiGate Gateway P...
Bluetooth IEEE 802.15.4 AlarmNet HealthGear WiFi, Ethernet SeeMote WiGate BlueGate Pulse  Oximeter Smart phone Motion, Lig...
<ul><li>BlueGate </li></ul><ul><ul><li>Bluetooth to MICAz, 802.15.4, 2.4GHzRF </li></ul></ul><ul><ul><li>Bluetooth to MICA...
<ul><li>Classify and detect ADLs - accelerometer </li></ul><ul><li>Two versions </li></ul><ul><ul><li>Tmote-Mini  based – ...
Base Station Sensor network Backbone Activity pattern inference Through Circadian  Activity Analysis Detection of irregula...
 
<ul><li>Publishing and searching  private data streams </li></ul><ul><ul><li>Privacy guarantees </li></ul></ul><ul><ul><ul...
<ul><li>AlarmNet </li></ul><ul><ul><li>Privileged applications </li></ul></ul><ul><ul><li>One administrative domain </li><...
<ul><li>Rank data streams like PageRank  algorithm ranks web pages </li></ul><ul><ul><li>All data need not be at central d...
<ul><li>Microsoft </li></ul><ul><li>Univ. of Virginia Medical School </li></ul><ul><li>Harvard:  (some) body networks </li...
© 2007 Microsoft Corporation. All rights reserved. Microsoft, Windows, Windows Vista and other product names are or may be...
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Microsoft Research Faculty Summit 2007

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  • 08/06/10 15:23 © 2007 Microsoft Corporation. All rights reserved. Microsoft, Windows, Windows Vista and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
  • 08/06/10 15:23 © 2007 Microsoft Corporation. All rights reserved. Microsoft, Windows, Windows Vista and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
  • 08/06/10 15:23 © 2007 Microsoft Corporation. All rights reserved. Microsoft, Windows, Windows Vista and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
  • 08/06/10 15:23 © 2007 Microsoft Corporation. All rights reserved. Microsoft, Windows, Windows Vista and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
  • Transcript of "Microsoft Research Faculty Summit 2007"

    1. 1. Microsoft Research Faculty Summit 2007
    2. 2. John A. Stankovic BP America Professor, UVA Microsoft Corporation
    3. 3. <ul><li>Problems of interest </li></ul><ul><li>Univ. of Virginia AlarmNet </li></ul><ul><li>Microsoft interactions </li></ul><ul><ul><li>HealthGear </li></ul></ul><ul><ul><li>SensorMap </li></ul></ul><ul><li>Summary </li></ul>
    4. 4. <ul><li>Home health care </li></ul>
    5. 6. <ul><li>Home health care </li></ul><ul><li>(Large scale) assisted living facilities </li></ul>
    6. 8. <ul><li>Home health care </li></ul><ul><li>(Large scale) assisted living facilities </li></ul><ul><li>Flexible targeting of care to a person’s health condition </li></ul><ul><li>Longitudinal studies </li></ul>
    7. 9. <ul><li>A ssisted L iving a nd R esidential M onitoring Net work </li></ul>
    8. 10. Internet Internet Nurses Stations
    9. 11. With Harvard
    10. 12. With Harvard
    11. 13. With MARC UVA Medical School
    12. 14. * With the Univ. of Illinois
    13. 15. <ul><li>Activity of daily living classification </li></ul><ul><ul><li>Five two-axis accelerometer network for classifying activities with a HMM </li></ul></ul>
    14. 16. Internet Internet PDAs Nurses Stations Dust Light Pollen Humidity Temperature Motion Activities
    15. 17. Internet Internet Nurses Stations Privacy Security
    16. 18. <ul><li>Patients </li></ul><ul><li>Patients family and friends </li></ul><ul><li>Doctor – what advantages for them in treating patients </li></ul><ul><li>Nurse </li></ul><ul><li>Technician </li></ul><ul><li>Orderly </li></ul><ul><li>Admin </li></ul><ul><li>Social Worker </li></ul>
    17. 19. <ul><li>Personal medical data </li></ul><ul><li>Personal activity data </li></ul><ul><li>Environmental data </li></ul><ul><li>Contextual data </li></ul><ul><li>Longitudinal data </li></ul><ul><li>System Performance data </li></ul>
    18. 20. Real- Time
    19. 21. Internet Internet Privacy Security Internet Nurses Stations
    20. 22. AlarmGate SW on stargate DB
    21. 24. Internet Internet Privacy Security Nurses Stations
    22. 25. Circadian activity rhythm per room for 70 days
    23. 26. Life Habits at-home Learning period Diurnal/nocturnal activity
    24. 27. <ul><li>Support for heterogeneous health care systems </li></ul><ul><ul><li>Utilize Cell phones </li></ul></ul><ul><ul><li>BlueGate, WiGate, EtherGate </li></ul></ul><ul><ul><li>Unobtrusive body networks </li></ul></ul><ul><li>Behavior based systems management </li></ul><ul><ul><li>Exploiting circadian activity rhythms </li></ul></ul>
    25. 28. AlarmNet HealthGear Bluetooth IEEE 802.15.4 WiFi, Ethernet Alarms Any Data Blood Pressure Sensor, ECG, … WiGate Gateway PC, DB, AlarmNet Backend Pulse Oximeter Smart phone BlueGate Gateway POGA StarGate Gateway EtherGate Gateway SeeMote
    26. 29. Bluetooth IEEE 802.15.4 AlarmNet HealthGear WiFi, Ethernet SeeMote WiGate BlueGate Pulse Oximeter Smart phone Motion, Light BP Scale Tripwire Pulse, SpO2 Dust ECG Switch Environmental
    27. 30. <ul><li>BlueGate </li></ul><ul><ul><li>Bluetooth to MICAz, 802.15.4, 2.4GHzRF </li></ul></ul><ul><ul><li>Bluetooth to MICA2, 4xx/9xx MHz RF </li></ul></ul><ul><li>WiGate </li></ul><ul><ul><li>802.15.4 to WiFi (802.11b/g) </li></ul></ul><ul><li>EtherGate </li></ul><ul><ul><li>802.15.4 to wired Ethernet with POE </li></ul></ul><ul><li>NordGate </li></ul><ul><ul><li>Nordic RF (ECO mote, Poga2) to 802.15.4 and/or Bluetooth </li></ul></ul>
    28. 31. <ul><li>Classify and detect ADLs - accelerometer </li></ul><ul><li>Two versions </li></ul><ul><ul><li>Tmote-Mini based – 802.15.4 compatible (designed/built) </li></ul></ul><ul><ul><ul><li>Fast design time using Tmote module </li></ul></ul></ul><ul><ul><ul><li>TinyOS compatible </li></ul></ul></ul><ul><ul><ul><li>PHY-compatible with ZigBee </li></ul></ul></ul><ul><ul><li>Nordic RF chip based ( future work ) </li></ul></ul><ul><ul><ul><li>Smaller form factor/cost (expected 10x20mm w/o battery) </li></ul></ul></ul>RF, MCU, Accl. Li Ion Battery Antenna Main board
    29. 32. Base Station Sensor network Backbone Activity pattern inference Through Circadian Activity Analysis Detection of irregular behaviors and anomalies Alerts and Messages for the caregivers Motion sensors Other Sensors Detection of multiple people Context Aware Power Management (CAPM) User Identification
    30. 34. <ul><li>Publishing and searching private data streams </li></ul><ul><ul><li>Privacy guarantees </li></ul></ul><ul><ul><ul><li>Anonymous aggregates </li></ul></ul></ul><ul><ul><li>Quality control for search results </li></ul></ul><ul><ul><ul><li>Rank real-time/archived sensor data search results </li></ul></ul></ul>
    31. 35. <ul><li>AlarmNet </li></ul><ul><ul><li>Privileged applications </li></ul></ul><ul><ul><li>One administrative domain </li></ul></ul><ul><li>MetroNet </li></ul><ul><ul><li>Public information </li></ul></ul><ul><ul><li>Many administrative domains </li></ul></ul><ul><li>Must support </li></ul><ul><ul><li>Privacy </li></ul></ul><ul><ul><li>Mobility </li></ul></ul><ul><ul><li>Data annotation </li></ul></ul>
    32. 36. <ul><li>Rank data streams like PageRank algorithm ranks web pages </li></ul><ul><ul><li>All data need not be at central databases </li></ul></ul><ul><li>Aggregated streams created by users – can be ranked </li></ul>
    33. 37. <ul><li>Microsoft </li></ul><ul><li>Univ. of Virginia Medical School </li></ul><ul><li>Harvard: (some) body networks </li></ul><ul><li>Johns Hopkins: Triage mote </li></ul><ul><li>Univ. of Illinois: Smart clothing </li></ul>http://www.cs.virginia.edu/wsn/medical/
    34. 38. © 2007 Microsoft Corporation. All rights reserved. Microsoft, Windows, Windows Vista and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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