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1
Arpan Pal
Research Group Manager
Innovation Lab
Tata Consultancy Services
India
May 17, 2015
Use of Ubiquitous Device based
Sensing for Building Smart Solutions
Outline
• Intelligent Infrastructure using Internet-of-Things
• Application using Mobile Phone based Gateway – Road
Monitoring
• Application using Set top Box based Gateway – Home
Monitoring
• Intelligent HMI
• Conclusion
3
Intelligent Infrastructure
“Intelligent”
• Context-aware
• Sense the environment
• Extract meaningful information
• Analyze to make inferences
• Respond through value-added
information
“Infrastructure”
• Home, Building, Store, Vehicle,
Roads, Utility Generation / Distribution
Network
Intelligent
Infra
@Home
@Building
@Vehicle
@Utility
@Mobile
@Store
@Road
Applications
• Transportation
• Safety
• Electricity
• Water
• Healthcare
• Education
Need for
• Privacy Preservation
• Processing at Edge to reduce bandwidth and hence communication cost
4
Internet-of-Things Architecture for Intelligent Infrastructure
Internet
Sensors
(Location, Audio , Camera, …)
Gateway (Stand-alone
Device / Smart
Phones)
Backend
Server & database
Portal
USB, CAN, Zigbee, BT,
NFC, WiFi
GSM/GPRS, 3G
ADSL
BANKING
INSURANCE
AGRICULTURE
HEALTHCARE
GOVERNMENT
UTILITY
MANUFACTURING
TRANSPORT
APPLICATION SERVICES
INFRASTRUCTURE PLATFORM
INTERNET
GATEWAY
RESPONDSENSEANALYZEEXTRACT
Television / Set top
Box
Mobile
Phones
5
Mobile Phones as Sensor and Gateway
Internet
WiFi, 2G/GPRS, 3G
On-board sensors
Accelerometer, GPS,
Compass
Camera, Microphone
Internet
Sensors
(Location, Audio , Camera, …)
Gateway (Stand-alone
Device / Mobile Phones)
Backend
Server & database
Portal
USB, CAN, Zigbee, BT,
NFC, WiFi
GSM/GPRS, 3G
Other Interfaces
Bluetooth and USB
Internet
2G/GPRS
On-board sensors
Microphone, Camera
Basic Phone
Smart Phone
6
Sensor Penetration in Indian Mobile Phones
0 0.1 0.2 0.3 0.4 0.5 0.6 0.7
Bluetooth
USB
Edge
GPRS
Wif i
3G
Camera
GPS
Accelarometer
Digital Compass
Basic Phones
0 0.2 0.4 0.6 0.8 1
Bluetooth
USB
Edge
GPRS
Wif i
3G
Camera
GPS
Accelarometer
Digital Compass
Smart Phones
7
Power Consumption using Sensors
Source: Nericell: Rich Monitoring of Road and Traffic Conditions using Mobile Smartphones
Prashant Mohan et. al., Microsoft Research, SenSys 2008, North Carolina, USA
8
Intelligent Transportation Solutions
Use of Sensors on Mobile Phones
• Road Condition Monitoring
Internet
Sense Extract Analyze Respond
9
Road Condition Monitoring – Smart Phones
Technology
Sense
• Accelerometer / GPS in the Smart Phone in Car
Extract
• Phone-orientation Correction
• Feature Extraction /Anomaly Detection
Analyze
• Learning-based Classification
• Multi-user Fusion
Respond
• Road Condition Map to municipal authority
• Pothole alert to end-user
Use Case
• Road Condition Monitoring (Potholes, Bumps, Rough Roads)
Value-add
• Low-power Analytics on mobile phones
• Processing at Mobile Phone to reduce Internet Data Transfer
• Privacy Preservation through Identity masking
• Enhanced classification Accuracy
10
Road Condition Monitoring – Results
Other Applications
• Driving Behavior Analysis for dynamic insurance
• Road Condition / Driving Behavior assisted Vehicle Prognosis
• Bridge Condition Monitoring
Implemented in
ANDROID Phone
11
Internet
Server
(Head End)
Energy
Distribution
Line
Smart
Meter
Television
Washing
machine
Refrigerator
Zigbee
Coordinator
Home Area Network (HAN)
Home Monitoring Gateway using Set top Box
Sub
Meter
Sub
Meter
Sub
Meter
Thermal /
Optical IP
Camera
Water
Leakage
Sensor
WiFi /
Ethernet
Sense and Extract
Analyze and Respond
12
Intelligent Home Solution using Home Monitoring
Gateway
Technology
Sense
• Energy (Water) Meter / Sub-meter
• Water leakage sensor and Thermal Camera
Extract
• Noise Cancellation
Analyze
• Demand-supply response
• Anomaly detection
Respond
• Aggregated demand forecast to utility company
• Historical Consumption / Analytics view to consumer
• Water / Electrical Problem alert to Insurance company
• Remote Electrical Appliance on-off Control
Use Case
• Monitor Electricity Consumption, Control Electrical
Appliances, Monitor Water Leakage, Monitor Faulty
Electrical Wires
Value-add
• Low-cost solution using TV as monitoring screen
• Appliance level monitoring and control
13
Application Screen-shots
Energy View Home Page Daily Consumption
Weekly Consumption Configuration
14
Intelligent HMI
Ongoing Work
• User context-aware HMI
• Kinect based multimodal UI using visual gesture and directional audio
• EEG based BCI
Four screens of our life
• PC
• Television
• Mobile
• In-car display
15
Conclusion
• Use of Mobile Phones and Television – the two most ubiquitous devices in
our life as Internet-of-Things Gateway
• Intelligent Transportation Applications using Mobile Phone as a Gateway
 Sensor Penetration in Basic Phones and Smart Phones
 Power Consumption Considerations
 Privacy Protection
• Home Monitoring Applications using Set top Box as a Gateway
 Gateway Functionality for Energy Monitoring and Surveillance
Applications
 TV as a display device
 Appliance level monitoring and control
• Intelligent HMI
Thank you
arpan.pal@tcs.com
innovation.tcs.com

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Arpan pal u-world

  • 1. 1 Arpan Pal Research Group Manager Innovation Lab Tata Consultancy Services India May 17, 2015 Use of Ubiquitous Device based Sensing for Building Smart Solutions
  • 2. Outline • Intelligent Infrastructure using Internet-of-Things • Application using Mobile Phone based Gateway – Road Monitoring • Application using Set top Box based Gateway – Home Monitoring • Intelligent HMI • Conclusion
  • 3. 3 Intelligent Infrastructure “Intelligent” • Context-aware • Sense the environment • Extract meaningful information • Analyze to make inferences • Respond through value-added information “Infrastructure” • Home, Building, Store, Vehicle, Roads, Utility Generation / Distribution Network Intelligent Infra @Home @Building @Vehicle @Utility @Mobile @Store @Road Applications • Transportation • Safety • Electricity • Water • Healthcare • Education Need for • Privacy Preservation • Processing at Edge to reduce bandwidth and hence communication cost
  • 4. 4 Internet-of-Things Architecture for Intelligent Infrastructure Internet Sensors (Location, Audio , Camera, …) Gateway (Stand-alone Device / Smart Phones) Backend Server & database Portal USB, CAN, Zigbee, BT, NFC, WiFi GSM/GPRS, 3G ADSL BANKING INSURANCE AGRICULTURE HEALTHCARE GOVERNMENT UTILITY MANUFACTURING TRANSPORT APPLICATION SERVICES INFRASTRUCTURE PLATFORM INTERNET GATEWAY RESPONDSENSEANALYZEEXTRACT Television / Set top Box Mobile Phones
  • 5. 5 Mobile Phones as Sensor and Gateway Internet WiFi, 2G/GPRS, 3G On-board sensors Accelerometer, GPS, Compass Camera, Microphone Internet Sensors (Location, Audio , Camera, …) Gateway (Stand-alone Device / Mobile Phones) Backend Server & database Portal USB, CAN, Zigbee, BT, NFC, WiFi GSM/GPRS, 3G Other Interfaces Bluetooth and USB Internet 2G/GPRS On-board sensors Microphone, Camera Basic Phone Smart Phone
  • 6. 6 Sensor Penetration in Indian Mobile Phones 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 Bluetooth USB Edge GPRS Wif i 3G Camera GPS Accelarometer Digital Compass Basic Phones 0 0.2 0.4 0.6 0.8 1 Bluetooth USB Edge GPRS Wif i 3G Camera GPS Accelarometer Digital Compass Smart Phones
  • 7. 7 Power Consumption using Sensors Source: Nericell: Rich Monitoring of Road and Traffic Conditions using Mobile Smartphones Prashant Mohan et. al., Microsoft Research, SenSys 2008, North Carolina, USA
  • 8. 8 Intelligent Transportation Solutions Use of Sensors on Mobile Phones • Road Condition Monitoring Internet Sense Extract Analyze Respond
  • 9. 9 Road Condition Monitoring – Smart Phones Technology Sense • Accelerometer / GPS in the Smart Phone in Car Extract • Phone-orientation Correction • Feature Extraction /Anomaly Detection Analyze • Learning-based Classification • Multi-user Fusion Respond • Road Condition Map to municipal authority • Pothole alert to end-user Use Case • Road Condition Monitoring (Potholes, Bumps, Rough Roads) Value-add • Low-power Analytics on mobile phones • Processing at Mobile Phone to reduce Internet Data Transfer • Privacy Preservation through Identity masking • Enhanced classification Accuracy
  • 10. 10 Road Condition Monitoring – Results Other Applications • Driving Behavior Analysis for dynamic insurance • Road Condition / Driving Behavior assisted Vehicle Prognosis • Bridge Condition Monitoring Implemented in ANDROID Phone
  • 11. 11 Internet Server (Head End) Energy Distribution Line Smart Meter Television Washing machine Refrigerator Zigbee Coordinator Home Area Network (HAN) Home Monitoring Gateway using Set top Box Sub Meter Sub Meter Sub Meter Thermal / Optical IP Camera Water Leakage Sensor WiFi / Ethernet Sense and Extract Analyze and Respond
  • 12. 12 Intelligent Home Solution using Home Monitoring Gateway Technology Sense • Energy (Water) Meter / Sub-meter • Water leakage sensor and Thermal Camera Extract • Noise Cancellation Analyze • Demand-supply response • Anomaly detection Respond • Aggregated demand forecast to utility company • Historical Consumption / Analytics view to consumer • Water / Electrical Problem alert to Insurance company • Remote Electrical Appliance on-off Control Use Case • Monitor Electricity Consumption, Control Electrical Appliances, Monitor Water Leakage, Monitor Faulty Electrical Wires Value-add • Low-cost solution using TV as monitoring screen • Appliance level monitoring and control
  • 13. 13 Application Screen-shots Energy View Home Page Daily Consumption Weekly Consumption Configuration
  • 14. 14 Intelligent HMI Ongoing Work • User context-aware HMI • Kinect based multimodal UI using visual gesture and directional audio • EEG based BCI Four screens of our life • PC • Television • Mobile • In-car display
  • 15. 15 Conclusion • Use of Mobile Phones and Television – the two most ubiquitous devices in our life as Internet-of-Things Gateway • Intelligent Transportation Applications using Mobile Phone as a Gateway  Sensor Penetration in Basic Phones and Smart Phones  Power Consumption Considerations  Privacy Protection • Home Monitoring Applications using Set top Box as a Gateway  Gateway Functionality for Energy Monitoring and Surveillance Applications  TV as a display device  Appliance level monitoring and control • Intelligent HMI

Notas del editor

  1. Business application – work is going on in this area
  2. Business application – work is going on in this area