iot system for public health and safety …work package 2017-2018 2018-2019 april july oct jan april...
TRANSCRIPT
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ASEAN IVO Forum 2017 Project Review
IOT SYSTEM FOR PUBLIC HEALTH AND
SAFETY MONITORING WITH UBIQUITOUS
LOCATION TRACKING
Dr. David Chieng (MIMOS, Malaysia)
Dr. Huan-Bang Li (NICT, Japan)
Dr. Arosha Senanayake (UBD, Brunei)
Dr. Dao Trung Kien (MICA, Vietnam)
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Develop a system which enables tracking of location, lifestyle and health status in promotion of public health and safety in ASEAN countries taking into consideration ASEAN culture, lifestyles, behaviours and infrastructures
Project Members:1.MIMOS (Malaysia)2.NICT (Japan)3.MICA Institute, Hanoi University of Science & Technology (Vietnam)4.University of Brunei Darussalam (UBD) (Brunei)
GPS
Cellular
VLC
WiFi
BLE
Sensors
Safety (Location) & Health Tracking
UWB
Sound
Wearable Device
Localization Technologies
Indoor/Outdoor
Fusion Track
Cloud Services
IoT System for Public Health and Safety Monitoring
with Ubiquitous Location Tracking
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Budget, Timeline and Overall Architecture
• Total budget = USD 77,900
• Duration = 2 years (April 2017 – March 2019)
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Work Packages
4
Work packages Deliverables Form of deliverables
1. Mobile/Embedded Platform (Lead: MIMOS/NICT)Design and implementation of embedded platform that supports continuous location tracking and motion reasoning on commercially available smartphones or specially designed, low-cost and energy-efficient wearable devices
• Mobile platform• Embedded device
• Platform SDK, software libraries
• Prototypes (hardware, software, testbed)
2. Multimodal Geospatial Localization Module (Lead: MICA)Development and integration new multimodal geospatial localization technologies which opportunistically harvest heterogeneous signals available for localization such as GPS, GSM, WiFi, Bluetooth, UWB, sensors in order to realize ubiquitous location tracking anytime anywhere
• Multimodallocalization module/algorithms
• UWB, WiFi, BLE, GPS, sensors
• Algorithms, performance results, publications
• Prototype demo
3. Motion Reasoning Module (Lead: UBD)Development and integration of Motion Reasoning module based on UBD’s hybrid OS architecture
• Motion reasoning module/algorithms
• Algorithms, performance results, publications
• Prototype demo
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Work Packages
5
Workpackages Deliverables Form of deliverables
4. Server Monitor and Analytics (Lead: MIMOS)Development of server-end modules to monitor and analyze citizen’s lifestyle, health and location. Using Mi-MIST platform to host data and analytic modules
• Server monitoring/ analytic module
• System integration
• Monitoring/analytic platform, prototype software
• Use cases/demo apps
5. Pilot Trials (Lead: Depending on location)Pilot trials in selected ASEAN cities such as Hanoi, Kuala Lumpur and Bandar Sri Begawan. Ideally such trials are to be performed with local mobile operators
• Trials • Selected
application e.g. people tracking
• Reports• End users’ feedbacks
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Proposed Timeline
6
Work package 2017-2018 2018-2019
April July Oct Jan April July Oct Jan
WP1
WP2
WP3
WP4
WP5
Official project period: April 2017 – Mar 2019
Inte
grat
ion
Test
ing
&
tun
ing
Platform development
Module/algo dev
Module/algo dev
analysis
trial
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Progress
WP1: Mobile/Embedded Platform (Lead: MIMOS/NICT)
1. Mobile-based Indoor Location Platform supporting WiFi
and BLE positioning:
– Android/iOS SDK design
– Algorithm study/evaluation
– Machine learning techniques study
2. UWB Positioning Platform:
– Two-way ranging algorithms (based on propagation time)
– Testbed architecture design (also software interface) in MIMOS
– Compliant design according to Malaysia regulatory
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Progress
WP2: Multimodal Geospatial Localization Module
(Lead: MICA)
1. Joint-Camera-Mobile-based Localization Module
– Localization system architecture
– Environmental model (XML driven)
– Localization approach (fusion of heterogeneous data)
– Navigation (shortest path, environment-aware, personalize-able)
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Sensors, Devices
Database
Abstract Wrappers
Environment
User Info
Sensor Signals
...
Localization Module
Path FindingModule
Visualization Clients
Device Manager
Context Reasoner
Service API
HMI
P L A T F O R MP L A T F O R M
Applications
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Progress
• WP3: Motion Reasoning Module (Lead: UBD)
1. Motion Reasoning Module:
– Motion Engine Laboratory setup
– Module design:
» Signal acquisition
» Data processing
» Feature extraction, selection
» Modelling
» Evaluation, Visualization
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NICT
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Two Way Ranging Used in NICT’s System
poATBR ttTT 11
poBTAR ttTT 22
Anchor
Anchor
Anchor
Node
Controller
• Node transmits and receives
• Round time between anchor
and node is measured.
ptPropagation time
0tTime offset
A BT1
T2
R1
R2
Propagation time is obtained by
solving these two equations
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Structure of NICT’s System
Control
PC
anchoranchor
anchoranchor
anchoranchor
Mobile node Mobile node
Mobile node
PoE Hub
NICT will provide this system for evaluation at MIMOS
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…
IR
UWB
Layer 2
switches
with
PoE
Node 1
Node 2
Node m
Anchor 1
Anchor 2
…
Anchor n
Position Management
Software
Position Estimation
Software
Communication Protocol
Software
PC (Windows)
LAN
LAN
LAN
LAN
Configuration of NICT’s System
Position data are passed to
MIMOS platform
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Regulations on UWB
3.1 3.4 4.2 4.8 6.0 7.25 8.5 9.0 10.25 10.6
(GHz)
Japan
China
DAA
DAA
DAA DAA
USA
Use at -41.3dBm/MHz DAA or LDC needed not allowed at -41.3 dBm/MHz
DAA
LDC
7.25GHz 10.25GHz
Europe
Malaysia
NICT is modifying devices to suit for Malaysia regulation
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Method in Discussion to Fix Anchor
13cm
Holes used tofix the hook
Weight: 270g
15cm
16cm
8.5cm
Weight: 650g
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MICA
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System Architecture
• Environment modeling
• Visualization
• User/robot localization, tracking & navigation
• Device management
• User information collection
Web Server
DatabaseServer
Worker
Proxy Server
Smartphone
LaptopTablet RFID
tag
RFID Reader
Web Browser
Client Application
Camera
Sensors, Devices
Database
Abstract Wrappers
Environment
User Info
Sensor Signals
...
Localization Module
Path FindingModule
Visualization Clients
Device Manager
Context Reasoner
Service API
HMI
P L A T F O R MP L A T F O R M
Applications
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Environment Model
• Unified environment model for
– Localization
• Signal attenuation for WiFi, RFID,…
• Range information for cameras
• Result validation
• Result filter with map information
– Path-finding and navigation
– Visualization
• Using XML
Autocad file
Xml description
Addsensors/actuators
information
script
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User Localization Approach
• Integration of multiple possible technologies
– WiFi signals
– RFID
– Cameras
– Bluetooth
– Step count
– Multimodal (combination of above technologies)
LOCALIZATION PLATFORM
required precision
results
results
DatabaseAPIInformation Extraction
Module
Calculating Module
Application
WIFI
GPS
Step Count
RFID
Camera
Bluetooth
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Indoor Navigation
• Optimal path finding
– Shortest path
– Aware of walls, floors, stairs,…
– Personalized on the basis of user context
– Collision avoidance in dynamic environments
A
B
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UBD
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UBD Motion EngineS.M.N. Arosha Senanayake, Umar Yahya, Siti Asmah @ Khairiyah Binti Haji Raub
Motion Analysis Lab, Integrated Science, Universiti Brunei Darussalam, Tungku Link, Gadong, BE 1410, Brunei
Darussalam.
Universiti Brunei Darussalam
Brunei Darussalam
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Background Information
Universiti Brunei Darussalam
Brunei Darussalam
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Introduction – UBD Motion Engine
Universiti Brunei Darussalam
Brunei Darussalam
Server (Cloud)Wearable Device
HUST Multimodal Localization Algorithm
(on device)
Mimos Platform
Localization & Motion Algorithm
(on server)
Communication protocol (websocket,/MQTT/COAP)
Android
NICT UWB Adaptor
UBD Motion Engine
Location & Motion Analytics Module
[Location, Motion]
Visualization(Dashboard)
Mimos MIST Platform
Service A
Service B
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UBD Motion Engine Laboratory Set Up
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Transient Pattern Storage
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Resident Pattern Storage
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Universiti Brunei Darussalam
Brunei Darussalam
Prototype Testing: Active
Healthy Lifestyle
National Netball Players: Defined Tasks by Coach
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Data Visualization: Class A
Class A: Outstanding Player
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Data Visualization: Class B
Class B: Very Good Player
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Data Visualization: Class C
Class C: Average Player
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Data Visualization: Class D
Class D: Below Average