APPLICATION OF DSP IN BIOMEDICAL ENGINEERING
-
Upload
pirh-khan -
Category
Engineering
-
view
4.481 -
download
16
Transcript of APPLICATION OF DSP IN BIOMEDICAL ENGINEERING
![Page 1: APPLICATION OF DSP IN BIOMEDICAL ENGINEERING](https://reader034.fdocuments.us/reader034/viewer/2022050613/58e50aa21a28ab2c1c8b50db/html5/thumbnails/1.jpg)
APPLICATION OF DSP IN BIOMEDICAL ENGINEERING
BY: 14ES38(GL),14ES112,14ES28,14ES72,14ES44
![Page 2: APPLICATION OF DSP IN BIOMEDICAL ENGINEERING](https://reader034.fdocuments.us/reader034/viewer/2022050613/58e50aa21a28ab2c1c8b50db/html5/thumbnails/2.jpg)
AGENDA
• BACKGROUND INFOMATION
• INTRODUCTION
• APPLICATION OF DSP IN BIOMEDICAL ENGINEERING
• ECG
• HEARING AID
• MRI
• MEDICINE
• CONCLUSION
• REFERENCES
![Page 3: APPLICATION OF DSP IN BIOMEDICAL ENGINEERING](https://reader034.fdocuments.us/reader034/viewer/2022050613/58e50aa21a28ab2c1c8b50db/html5/thumbnails/3.jpg)
BACKGROUND INFORMATION
• A historical trend of the last half-century is the replacement of
analog signals by digital signals.
• [1] It was in the 1960s that a discipline of digital signal processing began to form.
• Two very important advantages to digital signals:
i. Digital signals can be reproduced exactly
ii. Digital signals can be manipulated easily.
• Today digital signal processing is a major branch of engineering.
![Page 4: APPLICATION OF DSP IN BIOMEDICAL ENGINEERING](https://reader034.fdocuments.us/reader034/viewer/2022050613/58e50aa21a28ab2c1c8b50db/html5/thumbnails/4.jpg)
INTRODUCTION
• DSP SYSTEM:
• Without DSP, it would not be easy to analyze and visualize data and perform their design, and so on.
• DSP is very often used method in a biomedical engineering research.
• Medical instruments would be less efficient for precise diagnoses if there were no digital electrocardiography (ECG) analyzers or digital x-rays and medical image systems.
![Page 5: APPLICATION OF DSP IN BIOMEDICAL ENGINEERING](https://reader034.fdocuments.us/reader034/viewer/2022050613/58e50aa21a28ab2c1c8b50db/html5/thumbnails/5.jpg)
APPLICATION OF DSP IN BIOMEDICAL
ENGINEERING
DSP APPLICATIONS
EEGMEDICINEMRIHEARING
AID
![Page 6: APPLICATION OF DSP IN BIOMEDICAL ENGINEERING](https://reader034.fdocuments.us/reader034/viewer/2022050613/58e50aa21a28ab2c1c8b50db/html5/thumbnails/6.jpg)
HEARING AID
• A hearing aid is simply an electronic sound amplifier.
• You've seen people on stage speak into a microphone and have their voices hugely amplified by giant loudspeaker so crowds can hear them.
• A hearing aid works exactly the same way, except that the micro phone, amplifier, and loudspeaker (and the battery that powers them) are built into a small, discreet, plastic package worn behind the ear.
• Types: Analog Hearing Aid and Digital Hearing Aid
![Page 7: APPLICATION OF DSP IN BIOMEDICAL ENGINEERING](https://reader034.fdocuments.us/reader034/viewer/2022050613/58e50aa21a28ab2c1c8b50db/html5/thumbnails/7.jpg)
ANALOG HEARING AID
![Page 8: APPLICATION OF DSP IN BIOMEDICAL ENGINEERING](https://reader034.fdocuments.us/reader034/viewer/2022050613/58e50aa21a28ab2c1c8b50db/html5/thumbnails/8.jpg)
DIGITAL HEARING AID(DSP OR DIGITAL
SIGNAL PROCESSOR)
![Page 9: APPLICATION OF DSP IN BIOMEDICAL ENGINEERING](https://reader034.fdocuments.us/reader034/viewer/2022050613/58e50aa21a28ab2c1c8b50db/html5/thumbnails/9.jpg)
ADVANTAGES
ANALOG HEARING AID
• Generally cost less than digital hearing aids
• Are sometimes more powerful than digital hearing aids
• Long time hearing aid users sometimes prefer analog over digital
DIGITAL HEARING AID
• Can be programmed with noise reduction algorithms to help reduce background noise
• Highly programmable for various listening environments
• Most flexible and adjustable for specific user needs
![Page 10: APPLICATION OF DSP IN BIOMEDICAL ENGINEERING](https://reader034.fdocuments.us/reader034/viewer/2022050613/58e50aa21a28ab2c1c8b50db/html5/thumbnails/10.jpg)
MRI
A real-time-time cardiac magnetic resonance imaging (MRI) system has been implement using digital signal processing (DSP) technology.
The system enables real-time acquisition, processing and display of cardiac movies at moderate video rates of 20 images/sec.
![Page 11: APPLICATION OF DSP IN BIOMEDICAL ENGINEERING](https://reader034.fdocuments.us/reader034/viewer/2022050613/58e50aa21a28ab2c1c8b50db/html5/thumbnails/11.jpg)
WHAT IS MRI
Hydrogen atom nucleus (proton) is acting as micro magnet.
Human body is full of proton in every organ and tissues but with different concentration in different structure.
“That’s where the “M” agnetic of MRI comes from”
![Page 12: APPLICATION OF DSP IN BIOMEDICAL ENGINEERING](https://reader034.fdocuments.us/reader034/viewer/2022050613/58e50aa21a28ab2c1c8b50db/html5/thumbnails/12.jpg)
Each proton is rotating around its axis as 63,000,000
rotation per second
now we need to capture the emitted energy from RF
coil.
When the RF power is sent (at 63MHz), protons from
whole body respond.
It is needed to select certain “slice” to image
![Page 13: APPLICATION OF DSP IN BIOMEDICAL ENGINEERING](https://reader034.fdocuments.us/reader034/viewer/2022050613/58e50aa21a28ab2c1c8b50db/html5/thumbnails/13.jpg)
Now the 63MHz RF pulse excites only the 63MHz slice that’s the
“R”esonance of MRI comes from
Remember human body is 3D, slice direction can be determined by using
any of three(x,y,z) gradient i:e. Axial, Sagittal, Coronal
![Page 14: APPLICATION OF DSP IN BIOMEDICAL ENGINEERING](https://reader034.fdocuments.us/reader034/viewer/2022050613/58e50aa21a28ab2c1c8b50db/html5/thumbnails/14.jpg)
MEDICINE
![Page 15: APPLICATION OF DSP IN BIOMEDICAL ENGINEERING](https://reader034.fdocuments.us/reader034/viewer/2022050613/58e50aa21a28ab2c1c8b50db/html5/thumbnails/15.jpg)
WHAT IS BLOOD PRESSURE?
Description:
• Blood pressure is one of physiological variables,
• Sphygmomanometer, which determines the blood pressure with other means ,such as heart signals.
• BP indicates the force with which blood is driven through the heart.
• It is divided into two sections
i)Systole
ii)Diastole
![Page 16: APPLICATION OF DSP IN BIOMEDICAL ENGINEERING](https://reader034.fdocuments.us/reader034/viewer/2022050613/58e50aa21a28ab2c1c8b50db/html5/thumbnails/16.jpg)
THE ACQUISITION OF A BLOOD
PRESSURE SIGNAL
• A blood pressure (BP) signal contains clinically relevant components up to about 20 Hz.
• The signal is contaminated by noise at the mains frequency (50Hz) and other noise (mainly below 50 Hz) may also be present.
• Now ,what should be sampling rate?
![Page 17: APPLICATION OF DSP IN BIOMEDICAL ENGINEERING](https://reader034.fdocuments.us/reader034/viewer/2022050613/58e50aa21a28ab2c1c8b50db/html5/thumbnails/17.jpg)
![Page 18: APPLICATION OF DSP IN BIOMEDICAL ENGINEERING](https://reader034.fdocuments.us/reader034/viewer/2022050613/58e50aa21a28ab2c1c8b50db/html5/thumbnails/18.jpg)
![Page 19: APPLICATION OF DSP IN BIOMEDICAL ENGINEERING](https://reader034.fdocuments.us/reader034/viewer/2022050613/58e50aa21a28ab2c1c8b50db/html5/thumbnails/19.jpg)
EEG
EEG stand for electro-encephalo-graph
Recording of electrical signals from human brain
signal's parameters and patterns indicate the health of the brain
EEG is the key area of biomedical data analysis
DSP functions are used to analyze the EEG signals
![Page 20: APPLICATION OF DSP IN BIOMEDICAL ENGINEERING](https://reader034.fdocuments.us/reader034/viewer/2022050613/58e50aa21a28ab2c1c8b50db/html5/thumbnails/20.jpg)
CHARACTERISTICS AND ORIGIN OF
BRAIN WAVES
![Page 21: APPLICATION OF DSP IN BIOMEDICAL ENGINEERING](https://reader034.fdocuments.us/reader034/viewer/2022050613/58e50aa21a28ab2c1c8b50db/html5/thumbnails/21.jpg)
DSP BASED ANALYTICAL METHODS
Spectral estimation
Periodogram
Maximum entropy method
AR method
ARMA method
Maximum likelihood method
![Page 22: APPLICATION OF DSP IN BIOMEDICAL ENGINEERING](https://reader034.fdocuments.us/reader034/viewer/2022050613/58e50aa21a28ab2c1c8b50db/html5/thumbnails/22.jpg)
CONCLUSION
• The importance of DSP in biomedical engineering is quite clear now.
• Without DSP, it would not be convenient for doctors to give proper treatment to patient.
• Results would be uncertain without DSP.
• Efficiency of medical instruments is enhanced using DSP.
![Page 23: APPLICATION OF DSP IN BIOMEDICAL ENGINEERING](https://reader034.fdocuments.us/reader034/viewer/2022050613/58e50aa21a28ab2c1c8b50db/html5/thumbnails/23.jpg)
REFERENCES
http://ethw.org/Digital_Signal_Processing [1]
https://www.ncbi.nlm.nih.gov/pubmed/10504098
citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.595.4711&rep=rep1...
http://www.slideshare.net/kanusinghal3/medical-applications-of-dsp?next_slideshow=1
https://www.isip.uni-luebeck.de/uploads/tx_wapublications/EEG_DWT_01.pdf
http://www.eeherald.com/section/design-guide/dg100008.html
![Page 24: APPLICATION OF DSP IN BIOMEDICAL ENGINEERING](https://reader034.fdocuments.us/reader034/viewer/2022050613/58e50aa21a28ab2c1c8b50db/html5/thumbnails/24.jpg)
![Page 25: APPLICATION OF DSP IN BIOMEDICAL ENGINEERING](https://reader034.fdocuments.us/reader034/viewer/2022050613/58e50aa21a28ab2c1c8b50db/html5/thumbnails/25.jpg)