By- 
Vasant Diwane 
T.E.(A) 
Roll no: 3325
 BCI-Brain-Computer interface 
 MCC-Mobile Cloud Computing 
 WC-Wearable Computing 
 Combining all the three concepts 
 EEG- Electroencephalography 
 Hardware and Software used in the process 
 Why mobile cloud computing? 
 Structure and working of the prototype 
 Challenges and solutions
 Brain-Computer Interface 
Invasive BCI Non-invasive BCI
 Virus attacks may occur to brain causing ill 
effects 
 Requires extensive training 
 BCI techniques are costly 
 Slow speed
 An infrastructure where data storage and 
data processing happens outside of mobile 
devices in a cloud 
 Mobile devices have limited resources 
 Data storage and computation power is 
transferred from mobile to cloud
 Cloud service cost 
 Mobile network cost 
 Availability 
 Security
 Computer that could be worn on the body 
 Especially useful for applications that require 
computational support while user is actively 
engaged with the physical environment
 Smart Glass 
 Smart Watch 
 Smart Head-mount used 
by soldier
 Equipment may be heavy 
 Expensive 
 Can cause irritation in heat 
 Security
Combination of 
 Brain-Computer interface, 
 Wearable computers and 
 Mobile cloud computing 
results in the perfect system that help us 
to recognize an individual’s mental state.
 The electroencephalograph (EEG) signals are 
electrical signals generated by neuronal 
activity in the brain 
 EEG signal ranges from 1 μV to 100 μV in a 
normal adult
 MindWave headset (NeuroSky, Inc., San Jose, CA) 
 Data is sampled from the sensor at a rate of 128 
Hz
 Google Galaxy Nexus smartphone with 
Android 4.2 OS, and 
 A Linux server equipped with a quad-core 
Intel i7 microprocessor.
 Determining the current mental states of the 
soldiers fighting a war 
 Determining the mental states of the pilot 
 Sometimes useful in Lie detecting test 
 Constant health monitoring for patients
A real time Brain Computer Interface system based on mobile cloud computing using wearable devices
A real time Brain Computer Interface system based on mobile cloud computing using wearable devices

A real time Brain Computer Interface system based on mobile cloud computing using wearable devices

  • 1.
    By- Vasant Diwane T.E.(A) Roll no: 3325
  • 2.
     BCI-Brain-Computer interface  MCC-Mobile Cloud Computing  WC-Wearable Computing  Combining all the three concepts  EEG- Electroencephalography  Hardware and Software used in the process  Why mobile cloud computing?  Structure and working of the prototype  Challenges and solutions
  • 4.
     Brain-Computer Interface Invasive BCI Non-invasive BCI
  • 5.
     Virus attacksmay occur to brain causing ill effects  Requires extensive training  BCI techniques are costly  Slow speed
  • 6.
     An infrastructurewhere data storage and data processing happens outside of mobile devices in a cloud  Mobile devices have limited resources  Data storage and computation power is transferred from mobile to cloud
  • 8.
     Cloud servicecost  Mobile network cost  Availability  Security
  • 9.
     Computer thatcould be worn on the body  Especially useful for applications that require computational support while user is actively engaged with the physical environment
  • 10.
     Smart Glass  Smart Watch  Smart Head-mount used by soldier
  • 11.
     Equipment maybe heavy  Expensive  Can cause irritation in heat  Security
  • 12.
    Combination of Brain-Computer interface,  Wearable computers and  Mobile cloud computing results in the perfect system that help us to recognize an individual’s mental state.
  • 13.
     The electroencephalograph(EEG) signals are electrical signals generated by neuronal activity in the brain  EEG signal ranges from 1 μV to 100 μV in a normal adult
  • 15.
     MindWave headset(NeuroSky, Inc., San Jose, CA)  Data is sampled from the sensor at a rate of 128 Hz
  • 16.
     Google GalaxyNexus smartphone with Android 4.2 OS, and  A Linux server equipped with a quad-core Intel i7 microprocessor.
  • 19.
     Determining thecurrent mental states of the soldiers fighting a war  Determining the mental states of the pilot  Sometimes useful in Lie detecting test  Constant health monitoring for patients