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ECG Monitoring System Hyeon Joo

ECG Monitoring App - thejoo/thejoo/img/project... · Stress Monitoring Using a Distributed Wireless Intelligent Sensor System, 2003 -L. Salahuddin, M.G. Jeong, D. Kim, Dependence

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Page 1: ECG Monitoring App - thejoo/thejoo/img/project... · Stress Monitoring Using a Distributed Wireless Intelligent Sensor System, 2003 -L. Salahuddin, M.G. Jeong, D. Kim, Dependence

ECG Monitoring System

Hyeon Joo

Page 2: ECG Monitoring App - thejoo/thejoo/img/project... · Stress Monitoring Using a Distributed Wireless Intelligent Sensor System, 2003 -L. Salahuddin, M.G. Jeong, D. Kim, Dependence

1. Sensor

2. Smart Phone

3. Server

+ Shimmer (Intel)O/S : TinyOSCom: Bluetooth, ZigbeeType: Accel, ECG, Gyro, EMG, GSR,

+ Nexus One(Google)O/S : Android Com: Bluetooth, WIFI, 3GType: Accel, Orientation, Proximity

+ ITS Server (Umich)O/S : LinuxWeb: PHP+MySQL

Page 3: ECG Monitoring App - thejoo/thejoo/img/project... · Stress Monitoring Using a Distributed Wireless Intelligent Sensor System, 2003 -L. Salahuddin, M.G. Jeong, D. Kim, Dependence

BluetoothECG data transfer

The Overall System

WIFI or 3G Transfer

User Interface

Server Interface

Diagnosis Interface

MySQL

Internet

Storing ECG data

Page 4: ECG Monitoring App - thejoo/thejoo/img/project... · Stress Monitoring Using a Distributed Wireless Intelligent Sensor System, 2003 -L. Salahuddin, M.G. Jeong, D. Kim, Dependence

DEMO

Page 5: ECG Monitoring App - thejoo/thejoo/img/project... · Stress Monitoring Using a Distributed Wireless Intelligent Sensor System, 2003 -L. Salahuddin, M.G. Jeong, D. Kim, Dependence

Main Activity Menu

Page 6: ECG Monitoring App - thejoo/thejoo/img/project... · Stress Monitoring Using a Distributed Wireless Intelligent Sensor System, 2003 -L. Salahuddin, M.G. Jeong, D. Kim, Dependence

Paired Devices Scan Devices

Page 7: ECG Monitoring App - thejoo/thejoo/img/project... · Stress Monitoring Using a Distributed Wireless Intelligent Sensor System, 2003 -L. Salahuddin, M.G. Jeong, D. Kim, Dependence

Single devicedata receiving

Multi devicedata receiving

Page 8: ECG Monitoring App - thejoo/thejoo/img/project... · Stress Monitoring Using a Distributed Wireless Intelligent Sensor System, 2003 -L. Salahuddin, M.G. Jeong, D. Kim, Dependence

Disconnect Device

Page 9: ECG Monitoring App - thejoo/thejoo/img/project... · Stress Monitoring Using a Distributed Wireless Intelligent Sensor System, 2003 -L. Salahuddin, M.G. Jeong, D. Kim, Dependence

Stored ECG files in SD card ECG data

Page 10: ECG Monitoring App - thejoo/thejoo/img/project... · Stress Monitoring Using a Distributed Wireless Intelligent Sensor System, 2003 -L. Salahuddin, M.G. Jeong, D. Kim, Dependence

Bluetooth module on

Page 11: ECG Monitoring App - thejoo/thejoo/img/project... · Stress Monitoring Using a Distributed Wireless Intelligent Sensor System, 2003 -L. Salahuddin, M.G. Jeong, D. Kim, Dependence

Web Access from Phone Web Access from PC

Page 12: ECG Monitoring App - thejoo/thejoo/img/project... · Stress Monitoring Using a Distributed Wireless Intelligent Sensor System, 2003 -L. Salahuddin, M.G. Jeong, D. Kim, Dependence

Related Research Area

Washington University Activity Sensing in the Wild: A Field Trial of UbiFit Garden

Intel (Seattle)Everyday Behavioral Monitoring (EBM)

Page 13: ECG Monitoring App - thejoo/thejoo/img/project... · Stress Monitoring Using a Distributed Wireless Intelligent Sensor System, 2003 -L. Salahuddin, M.G. Jeong, D. Kim, Dependence

Related Research Area

-E. Jovanov, A.O. Lords, D. Raskovic,Stress Monitoring Using a Distributed Wireless Intelligent Sensor System, 2003

-L. Salahuddin, M.G. Jeong, D. Kim, Dependence of Heart Rate Variability on Stress Factors of Stress Response Inventory, 2007

-K. Lorincz, B.R. Chen, G. Challen, M.WelshMercury: A Wearable Sensor Network Platform for High-Fidelity Motion Analysis, 2009

Page 14: ECG Monitoring App - thejoo/thejoo/img/project... · Stress Monitoring Using a Distributed Wireless Intelligent Sensor System, 2003 -L. Salahuddin, M.G. Jeong, D. Kim, Dependence

Electrocardiography

Page 15: ECG Monitoring App - thejoo/thejoo/img/project... · Stress Monitoring Using a Distributed Wireless Intelligent Sensor System, 2003 -L. Salahuddin, M.G. Jeong, D. Kim, Dependence

0 1 2 3 4 5 6 7 8 9

x 104

1600

1700

1800

1900

2000

2100

2200

2300

2400

Sample

sig

nal

500Hz sampling EKG signal

Find R Peak value

Page 16: ECG Monitoring App - thejoo/thejoo/img/project... · Stress Monitoring Using a Distributed Wireless Intelligent Sensor System, 2003 -L. Salahuddin, M.G. Jeong, D. Kim, Dependence

3 3.5 4 4.5 5

x 104

2150

2200

2250

2300

2350

Sample

sig

nal

500Hz sampling EKG signal

Find R Peak value

Page 17: ECG Monitoring App - thejoo/thejoo/img/project... · Stress Monitoring Using a Distributed Wireless Intelligent Sensor System, 2003 -L. Salahuddin, M.G. Jeong, D. Kim, Dependence

1 2 3 40

20

40

60

80

100

120

minute(m)

Bea

ts p

er m

inut

e(B

PM

) Heart Rates

Heart Rate

Walking

Page 18: ECG Monitoring App - thejoo/thejoo/img/project... · Stress Monitoring Using a Distributed Wireless Intelligent Sensor System, 2003 -L. Salahuddin, M.G. Jeong, D. Kim, Dependence

0 50 100 150 200 250 300 350-1

-0.5

0

0.5

1

1.5

Diffe

rence o

f R

R

Index of RR

RR Change

-1 -0.5 0 0.5 1 1.50

50

100

150

200

250

Diffe

rence o

f R

R

Index of RR

RR Change

RR Interval Changes

Page 19: ECG Monitoring App - thejoo/thejoo/img/project... · Stress Monitoring Using a Distributed Wireless Intelligent Sensor System, 2003 -L. Salahuddin, M.G. Jeong, D. Kim, Dependence

Why this system help?

+ prevent sudden cardiovascular disease (shock, stroke etc)(predicting heart symptom to prevent second heart attack)

+ real-time monitoring without staying at hospital

+ low cost (medical devices & hospital expense)

+ doesn’t have to go far away to meet a renown doctor

+ global health system (easy to apply)

Page 20: ECG Monitoring App - thejoo/thejoo/img/project... · Stress Monitoring Using a Distributed Wireless Intelligent Sensor System, 2003 -L. Salahuddin, M.G. Jeong, D. Kim, Dependence

Uncovered Issues

+ able to apply other health (human behavior) system such as movement of body(accel), posture of body(gyro, accel) .

+ multi-communications b/w phone and sensors.(more than one connection is available, but not stable yet)

+ Emergency call or SMS to the hospital (Tracking user locations, GPS)

+ Data accuracy (any activity such as walking or running will cause noise, sweat)> Noise filter, physical condition

+ Power (sensor mote and phone need to be charged),

+ disk space => SqlLite (3min 1.5M => 720M/day/sensor)

+ training sensor to infer human activities (like MSP)