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Real-time heart attack mobile
detection service (RHAMDS):
An IoT use case for software
defined networks
IEEE 30TH CANADIAN CONFERENCE 2017 (CCECE)
BY:
ANUJ TYAGI
1
IOT development towards E-Health
 E-Heath applications in IoT are newest area of interest and escalating with large scale projects
Advantages of IOT:
Become more efficient
1. Action based on real data from the field.
2. Avoid cost and downtime - Preventive /predictive maintenance
Improve products and services
1. Usage and utilization data
2. Product/Software updates
3. Faster and more efficient support/services
Open up new business opportunities
1. Extended service offering
2
Mobile Edge Computing
 MEC use cloud computing and mobile networking advances to reduce application latency
 SDN enable network device to be independent of physical structure
 SDN powered MEC VANET most suitable for proposed E-health IoT service
 SDN and MEC provide required computation and efficient infrastructure
3
What is RHAMDS?
 Real-time heart attack mobile detection service
 Utilizes IOT devices and network for vehicle collision prevention and improvement of emergency response
time
 E-health service, IOT use case of SDN powered MEC
4
SDN and VANET
 Programming networks, separating data and control planes
 Centralized control of networks through programmed controllers
 Translates to the limiting utilization of network switches and routers
 VANET architecture based vehicles equipped with
On-Board Units (OBUs) with localization systems such
as GPS, processing units, radio transceivers for wireless
access in Vehicular Environment (WAVE) and
wide-range one for communication with base stations
through WiMax, 3G or 4G sensors
5
RHAMD’s SDN Mobile Edge Computing
Ad-hoc network
 SDN based VANET added for global intelligence
 Fall back mechanism and operational modes for SDN adaption in VANET with simulation
 Comparison of routing protocols with traditional mobile ad-hoc network – MANET and VANET
 It includes RSUs, micro data centers, resource manager
cloud controller, and a SDN controller
 Heuristic algorithm for cost minimization proposed
 MEC servers, and IoT devices to FSDN
6
RHAMDS Network Components
 SDN Wireless IoT Nodes
 SDN Wireless Nodes
 SDN Road Side Unit (RSU)
 SDN-powered MEC Server
 SDN Road side unit controller (RSUC)
 Base Station (BS)
 SDN Controller
7
RHAMDS Network Architecture
 RHAMDS can detect heart attack while driving car through various sensors
 Two models are proposed:
 Voice control
 Gesture control
 Both are implemented using smart watch
 GPS co-ordinates of smart cars are monitored
 Alarm triggered if anomalies found on comparing GPS co-ordinates with MEC server
 Verify if user is in the car and help to prevent false alarms if user location doesn’t match with car
 MEC provide low latency and geographical awareness
 Alarm will be triggered if smart watch and car co-ordinates match and MEC server detect emergency. The
car is controlled to auto park to the nearest emergency lane and nearest hospital will be informed.
8
RHADMS model workflow
9
 SDN RSUC identify all smart cars in route of emergency
and send them message to clear the lane
 Patient will receive required aid and allow network to
return to original aid
 The window will be cleared when user says voice
command in passing conversation in the car
Voice/Gesture controlled workflow
10
 Another variation, real time heart attack detection
 When smart watch co-ordinates do not match any of the car
 Indicate heart attack is not taking place in car
 Same way it notifies nearest hospital
 Lane will be cleared to allow ambulance to reach
 Work-flow directly applicable to gesture controlled RHAMDS model
Results
11
 On detection of heart-attack, voice and gesture monitoring trigger event
 Notification pops up on the smart watch
 We can deactivate RHAMDS in case of accidental triggering
 Fines administrated by the government to misuse the system
Conclusion
 Proposed real-time heart attack E-health IoT based system
 RHAMDS reduce and prevent vehicle collision through detection of heart attacks
 Presented model of service using SDN for IOT networks and 2 variations: Voice and Gesture
 Both incorporate sensors from smart watch
 First variation use service in the vehicle but second also use outside of vehicle
12
Future Work
 We plan to consider automatic detection of heart attacks through the
utilization of heart’s electrical activity as soon as reliable FDA-approved
electrocardiogram (ECG) sensors are incorporated in wearable devices
13
References
 http://ieeexplore.ieee.org/document/7946780/
 https://www.semanticscholar.org/paper/Real-time-Heart-Attack-Mobile-
Detection-Service-RH-Ali-Ghazal/57649d6c8e85ab534afb388a7ea86aa78142f015
14

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Real time heart attack mobile detection iot use case for sdn

  • 1. Real-time heart attack mobile detection service (RHAMDS): An IoT use case for software defined networks IEEE 30TH CANADIAN CONFERENCE 2017 (CCECE) BY: ANUJ TYAGI 1
  • 2. IOT development towards E-Health  E-Heath applications in IoT are newest area of interest and escalating with large scale projects Advantages of IOT: Become more efficient 1. Action based on real data from the field. 2. Avoid cost and downtime - Preventive /predictive maintenance Improve products and services 1. Usage and utilization data 2. Product/Software updates 3. Faster and more efficient support/services Open up new business opportunities 1. Extended service offering 2
  • 3. Mobile Edge Computing  MEC use cloud computing and mobile networking advances to reduce application latency  SDN enable network device to be independent of physical structure  SDN powered MEC VANET most suitable for proposed E-health IoT service  SDN and MEC provide required computation and efficient infrastructure 3
  • 4. What is RHAMDS?  Real-time heart attack mobile detection service  Utilizes IOT devices and network for vehicle collision prevention and improvement of emergency response time  E-health service, IOT use case of SDN powered MEC 4
  • 5. SDN and VANET  Programming networks, separating data and control planes  Centralized control of networks through programmed controllers  Translates to the limiting utilization of network switches and routers  VANET architecture based vehicles equipped with On-Board Units (OBUs) with localization systems such as GPS, processing units, radio transceivers for wireless access in Vehicular Environment (WAVE) and wide-range one for communication with base stations through WiMax, 3G or 4G sensors 5
  • 6. RHAMD’s SDN Mobile Edge Computing Ad-hoc network  SDN based VANET added for global intelligence  Fall back mechanism and operational modes for SDN adaption in VANET with simulation  Comparison of routing protocols with traditional mobile ad-hoc network – MANET and VANET  It includes RSUs, micro data centers, resource manager cloud controller, and a SDN controller  Heuristic algorithm for cost minimization proposed  MEC servers, and IoT devices to FSDN 6
  • 7. RHAMDS Network Components  SDN Wireless IoT Nodes  SDN Wireless Nodes  SDN Road Side Unit (RSU)  SDN-powered MEC Server  SDN Road side unit controller (RSUC)  Base Station (BS)  SDN Controller 7
  • 8. RHAMDS Network Architecture  RHAMDS can detect heart attack while driving car through various sensors  Two models are proposed:  Voice control  Gesture control  Both are implemented using smart watch  GPS co-ordinates of smart cars are monitored  Alarm triggered if anomalies found on comparing GPS co-ordinates with MEC server  Verify if user is in the car and help to prevent false alarms if user location doesn’t match with car  MEC provide low latency and geographical awareness  Alarm will be triggered if smart watch and car co-ordinates match and MEC server detect emergency. The car is controlled to auto park to the nearest emergency lane and nearest hospital will be informed. 8
  • 9. RHADMS model workflow 9  SDN RSUC identify all smart cars in route of emergency and send them message to clear the lane  Patient will receive required aid and allow network to return to original aid  The window will be cleared when user says voice command in passing conversation in the car
  • 10. Voice/Gesture controlled workflow 10  Another variation, real time heart attack detection  When smart watch co-ordinates do not match any of the car  Indicate heart attack is not taking place in car  Same way it notifies nearest hospital  Lane will be cleared to allow ambulance to reach  Work-flow directly applicable to gesture controlled RHAMDS model
  • 11. Results 11  On detection of heart-attack, voice and gesture monitoring trigger event  Notification pops up on the smart watch  We can deactivate RHAMDS in case of accidental triggering  Fines administrated by the government to misuse the system
  • 12. Conclusion  Proposed real-time heart attack E-health IoT based system  RHAMDS reduce and prevent vehicle collision through detection of heart attacks  Presented model of service using SDN for IOT networks and 2 variations: Voice and Gesture  Both incorporate sensors from smart watch  First variation use service in the vehicle but second also use outside of vehicle 12
  • 13. Future Work  We plan to consider automatic detection of heart attacks through the utilization of heart’s electrical activity as soon as reliable FDA-approved electrocardiogram (ECG) sensors are incorporated in wearable devices 13