SlideShare una empresa de Scribd logo
1 de 11
LOVELY PROFESSIONAL UNIVERSITY


                      TERM PAPER
                           On

          BIOMEDICAL INSTRUMENTATION AND PROCESSING




Submitted To:                           Submitted By:
Mr. Ansul Mahajan                        Manish Kumar

Assist. Prof of LPU                       Reg.No-10906909

                                          Roll No-B52
ACKNOWLEDGEMENT
I’m Manish Kumar, student of B.Tech(ECE) 7th term expressing my deep
gratitude to my BIOMEDIC INSTRUMENTATION AND PROCESSING
teacher “Mr. ANSUL MAHAJAN” I am very much thankful to him. I benefited
a lot discussing with him. I am also thankful to my parents who encouraged me
and     provided such a motivation, so I became able to perform this. I am also
thankful to all my friends and those who helped me directly or indirectly in
completion of my term Paper.




                                                     MANISH KUMAR
ABSTRACT


The objective of artifacts electrocardiographic (ECG) signals are the observation and
assessment of the heart's electrical activity. Electronic advancements have produced
instrumentation with the potential of providing accurate information and reliable heart rate
alarms. Computerized monitors enhance patient assessment by allowing uninterrupted
electronic observation of heart rate and ectopic activity with comprehensive automatic
reporting mechanisms. Despite these improvements in instrumentation, monitoring systems
continue to be plagued by problems related to poor signals. Wandering baselines, small
complexes, fuzzy tracings, and frequent electrode replacement make patient assessment
difficult and induce false heart rate alarms. Improvement in electrode preparation techniques
and a better understanding of the sources of artifact can enhance equipment performance,
resulting in improved patient assessment, more effective utilization of nursing time, and
reduced operating costs. This article discusses the physiologic and non-physiologic sources of
ECG monitoring artifact and presents a method of electrode site preparation to reduce
artifact.
CONTENTS
 1. INTRODUCTION.

 2. VARIOUS TYPE OF ARTIFACTS.

           •   INTERNAL ARTIFACTS

           •   EXTERNAL ARTIFACTS

 3. DIFFRENT METHOD TO REMOVE OF ARTIFACTS.

 4. CONCLUSION

 5. REFRENCES
INTRODUCATION
The electrical activity of the heart is sensed by monitoring electrodes placed on the skin
surface. The electrical signal is very small (normally 0.0001 to 0.003 volt). These signals are
within the frequency range of 0.05 to 100 Hertz (Hz.) or cycles per second. Unfortunately,
other artifactual signals of similar frequency and often larger amplitude reach the skin surface
and mix with the ECG signals. In electrocardiography, an ECG artifact is used to indicate
something that is not heart-made. These include (but are not limited to) electrical interference
by outside sources, electrical noise from elsewhere in the body, poor contact, and machine
malfunction. Artifacts are extremely common, and knowledge of them is necessary to
prevent misinterpretation of a heart's rhythm.

SOURCES OF ARTIFACTS IN ECG SIGNAL
Artifactual signals arise from several internal and external sources.

    Internal Arifacts:

(1) Signals from muscles and

(2) Signals produced in the epidermis



    Signals from muscles:
All muscle activity produces electrical signals. Signals from muscles other than the heart are
called EMG signals and appear on the monitor as narrow, rapid spikes associated with muscle
movement. These signals are sufficiently dissimilar to the ECG signals that they can be
electronically reduced or "filtered" from the trace. This filtering is readily observed by
reduction in the size of EMG signals as the monitor is switched from the diagnostic mode to
the monitor mode.




               Fig1 shows that when muscle activity produces electrical signal
 Signals produced in the epidermis:
   The skin is a source of electrical signals which produce motion artifact. Studies have
   revealed that a voltage of several milli volts can be generated by stretching the epidermis,
   the outer layer of the skin. This stretching is the primary source of movement-related
   artifact. This type of artifact is visible as large baseline shifts occurring when the patient
   changes positions in bed, eats or ambulates. Epidermal artifact is more troublesome than
   other types of artifact because:

   (A) it is difficult to filter electronically and

   (B) ) its amplitude is often larger than the ECG signal.




                        Fig 2. Shows that when skin a sources electrical signal




    External Artifacts:

(1) 60 Hz. AC interference

(2) Offset signals produced by the electrode itself

(3) Signals produced by the interaction of body fluids and the electrode gel

(4) Lead wire and patient cable problems.

(5) Reversed leads.



      60 Hz. AC interference:
This type of artifact, also called 60 Hz. Interference, produces a wide, fuzzy baseline. It is
related to poor electrode contact associated with poor skin preparation techniques, dried
electrode gel, or defective patient cables or lead wires.
The source of 60 Hz. pickup is the 60 Hz. current which supplies power to the electrical wall
outlets. The 60 Hz. energy "radiates" from the electrical wiring in the patient's room and is
received in the lead wires and by the patient. The source of radiation cannot be eliminated,
but modern monitors can reduce 60 Hz. pickup by filtering and by an electronic technique
called common mode rejection. This technique requires good skin contact by all electrodes.
One or more electrodes with poor contact will result in the wide fuzzy baseline.

Alternating current (AC) describes the type of electricity that we get from the wall. In the
United States, the 60 hertz. Many places in Europe use 50 Hz AC electricity. When an ECG
machine is poorly grounded or not equipped to filter out this interference, you can get a thick
looking ECG line.fig 1.




                            Fig 3 shows that when AC power to the electrical wall outlets.




    2) Offset     signals produced by the electrode itself:
An offset potential is a voltage that is stored by the electrode. This stored voltage will add to
the ECG signal and interfere with it. The offset potential causes the disappearance of the
ECG after defibrillation. The amount of offset potential and the length of time required for it
to dissipate are determined by the materials used for the electrode and the gel. Certain
combinations of metals and gels generate large voltages (up to 200 millivolts) with the ability
to hold this voltage for long periods of time. Electrode materials such as silver-silver chloride
do not allow significant build-up of offset potential, whereas stainless steel electrodes have
poor offset characteristics. Most electrodes used for ECG monitoring today are made of
silver-silver chloride. With the common use of the silver-silver chloride electrode, offset
potentials are no longer considered to be a significant problem.




             Fig 4. Shows that when offset potential voltage that is stored by the electrode
 Signals produced by the interaction of body fluids and electrode gel:
Movement of the electrode gel under the electrode was thought to be the primary cause of
motion artifact. The electrode gel does, however, significantly affect the transmission of
signals from the skin to the electrode. The lack of sufficient electrode gel, frequently due to
evaporation caused by improper storage, results in 60 Hz. pickup and extremely unstable
traces. This type of artifact is easily identified by very high electrode impedances

Electrode impedances

In order for ECG signals to pass from the body to the electrode, an electrically conductive
path between the skin and electrode must be established. The conductive ability of this path is
referred to as electrode impedance or contact impedance. Electrode impedance is measured in
ohms. High impedance decreases the conduction of the ECG signal. Low impedances
improve this conduction. The major factors affecting electrode impedance are:

(a) The quantity and quality of gel between the electrode and the patient and

(b) The degree to which the outer layer of the epidermis has been bridged by the conductive
gel.

Proper site preparation will produce contact impedances of 10,000 ohms or less in 90% of
patients.9 Less than 5,000 ohms is a good target value. Improper site preparation will usually
produce contact impedances as high as 1M to 2M ohms.




                      Fig 5. Shows that when movement of electrode.




    Lead wire and patient cable problems:
Breaks in the wires and connections between the electrode and the monitor will always be a
source of monitoring problems. Poor contact at any snap connection, loose pins at the cable
end of the lead wire, and breaks in the conductors of the lead wire or patient cable can cause
intermittent loss of the ECG tracing, 60 Hz. Pickup.
 Reversed leads:
Electrode/lead placement is very important. If one were to accidentally confuse the red and
white lead cables i.e. place the white one where the red one should go, vice versa, he might
get an ECG that looks like figure 6. In this ECG, we can make out a normal sinus rhythm
with all of the waves upside-down. When this happens, you are essentially viewing the
rhythm in a completely different lead. One must also make sure that the lead wires are
actually plugged into the machine. If your talkative patient shows a systole, you should
suspect this. Many machines are smart in that they can sense common errors of this nature,
but many such errors aren't always readily apparent.




Fig 6. Shows that when elerode are wrong placed.




ARTIFACTS REMOVAL IN ECG SIGNALS
The electrical activity of the heart is sensed by electrodes that are placed on the skin’s
surface. The heart’s electrical signal is very small (normally 0.0001 to 0.003 volt), and
unfortunately this can be combined with artifactual signals of similar frequency and often
larger amplitude.

Each patient’s ECG is unique. The patient’s size, skin type, age, and pathology, as well as
where the electrodes are placed, influences the results of the tracing. Poor signal quality can
cause noise or artifacts on the ECG, which in turn leads to inaccurate analysis of the ECG.



Now different Method to minimize the artifacts in ECG signal

     Perform good skin preparation
The build-up of skin oils and residues increases the resistance to the conduction of the
electrical signal.

     Check for AC interference
50/60 Hz. interference looks like small regular peaks and produces a wide, fuzzy baseline. It
is traced to the 50/60 Hz. current which supplies power to the electrical wall outlets. The
50/60 Hz. energy radiates from the electrical wiring in

the patient’s room and can be picked up by the patient and/or the lead wires. This will result
in AC interference on the ECG tracing. There are several causes of AC interference:

• Electrical wires in the walls, ceiling or floor.

Suggestion: Move the examination table away from walls

     Check the electrodes
Check the electrode gel to make sure it is fresh and moist. The electrode gel greatly affects
the transmission of signals from the skin to the electrode. A dry electrode with inadequate
conducting gel will not work properly since it reduces the conduction of the ECG signal. In
most instances, electrode gel dry-out is simply a result of incorrect storage. Electrodes are
packaged in metal foil pouches to prevent gel evaporation. Use this point

• Use electrodes prior to their expiration date.

• Do not remove the electrodes from their pouch until they are ready to be used.

     Verify filter settings in the device
Finally, if the tracings are still showing artifact, make sure that the following filters are turned
on:

• Muscle filter

• AC filter

• Wandering baseline filter

     Make sure the patient is warm, relaxed and does not move or speak
It is important to make sure the patient is warm and relaxed during the test because we want
to reduce muscle tremors and movement as much as possible since they can impair the
quality of recordings.

Filtering methods

    •   High pass filtering (HPF)

    •   Adaptive filtering (AF)

    •   Kalman filtering(KF)
In signal processing, there are many instances in which an input signal to a
system contains extra unnecessary content or additional noise which can
degrade the quality of the desired portion. In such cases we may remove or
filter out the useless samples.

CONCLUSION
Artifact in ECG monitoring can be annoying, costly, and dangerous. An understanding of the
sources of artifact and care in the application of monitoring electrodes can significantly
reduce or even eliminate the problem. The filter robustness is crucial for ECG artifact
removal. Artifacts removal method now days very easy to design because there are no. Of
filter devices available in market so we reduce easily to remove artifacts.

REFRENCES:

http://www.general-devices.com/rx-ecg-artifact

http://www.welchallyn.com/documents/Cardiopulmonary/Electrocardiographs/ReduceArtifac
t_20080918_ECG.pdf

   o   BIOMEDICAL SIGNAL ANALYSIS: A CASE-STUDY APPROACH, Author
       RANGARAJ M. RANGAYYAN , Edition 1st, Publisher Name-Wiley, Year-2009,chap-3.

   o   Tam, H.W. and Webster, J.G. Minimizing Electrode Motion Artifact by Skin Abrasion.
       Institute of Electronic and Electrical Engineers (IEEE) Transactions on Biomedical
       Engineering (BME), 24(2): 134-139, 1977

   o Knight, BP; Pelosi, F; Michaud, GF; Strickberger, SA; Morady, F; Clinical
     consequences of electrocardiographic artifact mimicking ventricular tachycardia. N
     Engl J Med 1999; 341:1270–1274.

Más contenido relacionado

La actualidad más candente

Pulseoximeter and Plethysmography by Pandian M
Pulseoximeter and Plethysmography by Pandian MPulseoximeter and Plethysmography by Pandian M
Pulseoximeter and Plethysmography by Pandian MPandian M
 
Electromyograph(EMG)
Electromyograph(EMG)Electromyograph(EMG)
Electromyograph(EMG)RAMESHBABUA3
 
Complete pan tompkins implementation of ecg qrs detector
Complete pan tompkins implementation of ecg qrs detectorComplete pan tompkins implementation of ecg qrs detector
Complete pan tompkins implementation of ecg qrs detectorvanikeerthika
 
Sensors for Biomedical Devices and systems
Sensors for Biomedical Devices and systemsSensors for Biomedical Devices and systems
Sensors for Biomedical Devices and systemsGunjan Patel
 
Biomedical Signals
Biomedical SignalsBiomedical Signals
Biomedical SignalsKrish599909
 
Introduction to Electrocardiography
Introduction to ElectrocardiographyIntroduction to Electrocardiography
Introduction to ElectrocardiographyRanjeet Dalvi
 
Intraoperative Electromyography (EMG)
Intraoperative Electromyography (EMG)Intraoperative Electromyography (EMG)
Intraoperative Electromyography (EMG)Anurag Tewari MD
 
ECG machines -Operation and Maintenance
ECG machines -Operation and MaintenanceECG machines -Operation and Maintenance
ECG machines -Operation and Maintenanceshashi sinha
 
ECG ARTIFACTS AND PITFALLS
ECG ARTIFACTS AND PITFALLS  ECG ARTIFACTS AND PITFALLS
ECG ARTIFACTS AND PITFALLS Padmanabh Kamath
 
Understanding pacemakers
Understanding pacemakersUnderstanding pacemakers
Understanding pacemakersdibufolio
 
ECG Noise cancelling
ECG Noise cancelling ECG Noise cancelling
ECG Noise cancelling salamy88
 
Electrical Activity of the Heart
Electrical Activity of the HeartElectrical Activity of the Heart
Electrical Activity of the Heartsathish sak
 

La actualidad más candente (20)

cardiac output measurment
cardiac output measurmentcardiac output measurment
cardiac output measurment
 
Pulseoximeter and Plethysmography by Pandian M
Pulseoximeter and Plethysmography by Pandian MPulseoximeter and Plethysmography by Pandian M
Pulseoximeter and Plethysmography by Pandian M
 
Pacemaker basics
Pacemaker basicsPacemaker basics
Pacemaker basics
 
blood flow measurement
blood flow measurementblood flow measurement
blood flow measurement
 
Patient monitoring system and biotelemetry
Patient monitoring system and biotelemetryPatient monitoring system and biotelemetry
Patient monitoring system and biotelemetry
 
Electromyograph(EMG)
Electromyograph(EMG)Electromyograph(EMG)
Electromyograph(EMG)
 
Complete pan tompkins implementation of ecg qrs detector
Complete pan tompkins implementation of ecg qrs detectorComplete pan tompkins implementation of ecg qrs detector
Complete pan tompkins implementation of ecg qrs detector
 
Sensors for Biomedical Devices and systems
Sensors for Biomedical Devices and systemsSensors for Biomedical Devices and systems
Sensors for Biomedical Devices and systems
 
Biomedical Signals
Biomedical SignalsBiomedical Signals
Biomedical Signals
 
Introduction to Electrocardiography
Introduction to ElectrocardiographyIntroduction to Electrocardiography
Introduction to Electrocardiography
 
Body plethesmography
Body plethesmographyBody plethesmography
Body plethesmography
 
Intraoperative Electromyography (EMG)
Intraoperative Electromyography (EMG)Intraoperative Electromyography (EMG)
Intraoperative Electromyography (EMG)
 
ECG machines -Operation and Maintenance
ECG machines -Operation and MaintenanceECG machines -Operation and Maintenance
ECG machines -Operation and Maintenance
 
Cardiac pacemaker
Cardiac pacemakerCardiac pacemaker
Cardiac pacemaker
 
ECG ARTIFACTS AND PITFALLS
ECG ARTIFACTS AND PITFALLS  ECG ARTIFACTS AND PITFALLS
ECG ARTIFACTS AND PITFALLS
 
Understanding pacemakers
Understanding pacemakersUnderstanding pacemakers
Understanding pacemakers
 
ECG Noise cancelling
ECG Noise cancelling ECG Noise cancelling
ECG Noise cancelling
 
Electrical Activity of the Heart
Electrical Activity of the HeartElectrical Activity of the Heart
Electrical Activity of the Heart
 
Ecg machine
Ecg machineEcg machine
Ecg machine
 
Pacemaker
Pacemaker Pacemaker
Pacemaker
 

Destacado (20)

EEG artifacts
EEG artifactsEEG artifacts
EEG artifacts
 
EEG artefacts
EEG artefactsEEG artefacts
EEG artefacts
 
ECG Basics
ECG BasicsECG Basics
ECG Basics
 
EEG artifacts
EEG  artifactsEEG  artifacts
EEG artifacts
 
Artifacts in eeg final
Artifacts in eeg finalArtifacts in eeg final
Artifacts in eeg final
 
EEG: Basics
EEG: BasicsEEG: Basics
EEG: Basics
 
Ecg ppt
Ecg pptEcg ppt
Ecg ppt
 
ECG
ECGECG
ECG
 
EEG
EEGEEG
EEG
 
Eeg basics.drjma
Eeg basics.drjmaEeg basics.drjma
Eeg basics.drjma
 
Electroencephalography
ElectroencephalographyElectroencephalography
Electroencephalography
 
Basics of ECG
Basics of ECGBasics of ECG
Basics of ECG
 
Basics of ECG.ppt dr.k.subramanyam
Basics of ECG.ppt dr.k.subramanyamBasics of ECG.ppt dr.k.subramanyam
Basics of ECG.ppt dr.k.subramanyam
 
normal-electrocardiogram
normal-electrocardiogramnormal-electrocardiogram
normal-electrocardiogram
 
traitement numérique du signal cardiaque ( ECG )
traitement numérique du signal cardiaque ( ECG )traitement numérique du signal cardiaque ( ECG )
traitement numérique du signal cardiaque ( ECG )
 
Basics of ecg
Basics of ecgBasics of ecg
Basics of ecg
 
Introduction to EEG: Instrument and Acquisition
Introduction to EEG: Instrument and AcquisitionIntroduction to EEG: Instrument and Acquisition
Introduction to EEG: Instrument and Acquisition
 
Title Page For Assignment, A sample
Title Page For Assignment, A sampleTitle Page For Assignment, A sample
Title Page For Assignment, A sample
 
Assignment format
Assignment formatAssignment format
Assignment format
 
Cga ifa 2015 6 measurement artefact
Cga ifa 2015 6 measurement artefactCga ifa 2015 6 measurement artefact
Cga ifa 2015 6 measurement artefact
 

Similar a various type of artifacts in ECG signal & how it's remove

Ieeepro techno solutions ieee 2013 embedded project a review on design of ...
Ieeepro techno solutions    ieee 2013 embedded project a review on design of ...Ieeepro techno solutions    ieee 2013 embedded project a review on design of ...
Ieeepro techno solutions ieee 2013 embedded project a review on design of ...srinivasanece7
 
The Obstetric Gynaecologis - 2019 - El‐Sayed - Safe use of electrosurgery i...
The Obstetric   Gynaecologis - 2019 - El‐Sayed - Safe use of electrosurgery i...The Obstetric   Gynaecologis - 2019 - El‐Sayed - Safe use of electrosurgery i...
The Obstetric Gynaecologis - 2019 - El‐Sayed - Safe use of electrosurgery i...Amer Raza
 
intermiate equipments(1).ppt
intermiate equipments(1).pptintermiate equipments(1).ppt
intermiate equipments(1).pptTirusew1
 
Project Report on ECG Transmitter using Agilent ADS (Advance System Design)
Project Report on ECG Transmitter using Agilent ADS (Advance System Design)Project Report on ECG Transmitter using Agilent ADS (Advance System Design)
Project Report on ECG Transmitter using Agilent ADS (Advance System Design)Manu Mitra
 
Microelectronicpill
MicroelectronicpillMicroelectronicpill
MicroelectronicpillRohit Roy
 
Impedence in EEG ( electroencephalography )
Impedence in EEG  ( electroencephalography ) Impedence in EEG  ( electroencephalography )
Impedence in EEG ( electroencephalography ) Vijay Raj Yanamala
 
Elecrosurgery in periodontics
Elecrosurgery in periodonticsElecrosurgery in periodontics
Elecrosurgery in periodonticsParth Thakkar
 
International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER) International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER) ijceronline
 
Evaluating ECG Capturing Using Sound-Card of PC/Laptop
Evaluating ECG Capturing Using Sound-Card of PC/LaptopEvaluating ECG Capturing Using Sound-Card of PC/Laptop
Evaluating ECG Capturing Using Sound-Card of PC/Laptopijics
 
Biosignals andthermometry fin
Biosignals andthermometry finBiosignals andthermometry fin
Biosignals andthermometry finMUBOSScz
 

Similar a various type of artifacts in ECG signal & how it's remove (20)

Factors
FactorsFactors
Factors
 
Elecrosurgery in hysteroscopy
Elecrosurgery in hysteroscopyElecrosurgery in hysteroscopy
Elecrosurgery in hysteroscopy
 
Ieeepro techno solutions ieee 2013 embedded project a review on design of ...
Ieeepro techno solutions    ieee 2013 embedded project a review on design of ...Ieeepro techno solutions    ieee 2013 embedded project a review on design of ...
Ieeepro techno solutions ieee 2013 embedded project a review on design of ...
 
11
1111
11
 
Seminar
SeminarSeminar
Seminar
 
The Obstetric Gynaecologis - 2019 - El‐Sayed - Safe use of electrosurgery i...
The Obstetric   Gynaecologis - 2019 - El‐Sayed - Safe use of electrosurgery i...The Obstetric   Gynaecologis - 2019 - El‐Sayed - Safe use of electrosurgery i...
The Obstetric Gynaecologis - 2019 - El‐Sayed - Safe use of electrosurgery i...
 
intermiate equipments(1).ppt
intermiate equipments(1).pptintermiate equipments(1).ppt
intermiate equipments(1).ppt
 
Project Report on ECG Transmitter using Agilent ADS (Advance System Design)
Project Report on ECG Transmitter using Agilent ADS (Advance System Design)Project Report on ECG Transmitter using Agilent ADS (Advance System Design)
Project Report on ECG Transmitter using Agilent ADS (Advance System Design)
 
B010521318
B010521318B010521318
B010521318
 
Eg24842846
Eg24842846Eg24842846
Eg24842846
 
ELECTROSURGERY VSR.pptx
ELECTROSURGERY VSR.pptxELECTROSURGERY VSR.pptx
ELECTROSURGERY VSR.pptx
 
Microelectronicpill
MicroelectronicpillMicroelectronicpill
Microelectronicpill
 
Impedence in EEG ( electroencephalography )
Impedence in EEG  ( electroencephalography ) Impedence in EEG  ( electroencephalography )
Impedence in EEG ( electroencephalography )
 
Elecrosurgery in periodontics
Elecrosurgery in periodonticsElecrosurgery in periodontics
Elecrosurgery in periodontics
 
Electro presentation
Electro presentationElectro presentation
Electro presentation
 
International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER) International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER)
 
Evaluating ECG Capturing Using Sound-Card of PC/Laptop
Evaluating ECG Capturing Using Sound-Card of PC/LaptopEvaluating ECG Capturing Using Sound-Card of PC/Laptop
Evaluating ECG Capturing Using Sound-Card of PC/Laptop
 
Ix3515341540
Ix3515341540Ix3515341540
Ix3515341540
 
Biosignals andthermometry fin
Biosignals andthermometry finBiosignals andthermometry fin
Biosignals andthermometry fin
 
6004312 0000 eng_a_w
6004312 0000 eng_a_w6004312 0000 eng_a_w
6004312 0000 eng_a_w
 

Último

Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibitjbellavia9
 
Fostering Friendships - Enhancing Social Bonds in the Classroom
Fostering Friendships - Enhancing Social Bonds  in the ClassroomFostering Friendships - Enhancing Social Bonds  in the Classroom
Fostering Friendships - Enhancing Social Bonds in the ClassroomPooky Knightsmith
 
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptxHMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptxmarlenawright1
 
How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17Celine George
 
Google Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptxGoogle Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptxDr. Sarita Anand
 
Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Jisc
 
Salient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functionsSalient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functionsKarakKing
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.MaryamAhmad92
 
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptxMaritesTamaniVerdade
 
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...Pooja Bhuva
 
Unit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxUnit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxVishalSingh1417
 
Wellbeing inclusion and digital dystopias.pptx
Wellbeing inclusion and digital dystopias.pptxWellbeing inclusion and digital dystopias.pptx
Wellbeing inclusion and digital dystopias.pptxJisc
 
Jamworks pilot and AI at Jisc (20/03/2024)
Jamworks pilot and AI at Jisc (20/03/2024)Jamworks pilot and AI at Jisc (20/03/2024)
Jamworks pilot and AI at Jisc (20/03/2024)Jisc
 
Understanding Accommodations and Modifications
Understanding  Accommodations and ModificationsUnderstanding  Accommodations and Modifications
Understanding Accommodations and ModificationsMJDuyan
 
This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.christianmathematics
 
REMIFENTANIL: An Ultra short acting opioid.pptx
REMIFENTANIL: An Ultra short acting opioid.pptxREMIFENTANIL: An Ultra short acting opioid.pptx
REMIFENTANIL: An Ultra short acting opioid.pptxDr. Ravikiran H M Gowda
 
FSB Advising Checklist - Orientation 2024
FSB Advising Checklist - Orientation 2024FSB Advising Checklist - Orientation 2024
FSB Advising Checklist - Orientation 2024Elizabeth Walsh
 
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...Nguyen Thanh Tu Collection
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsTechSoup
 

Último (20)

Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibit
 
Fostering Friendships - Enhancing Social Bonds in the Classroom
Fostering Friendships - Enhancing Social Bonds  in the ClassroomFostering Friendships - Enhancing Social Bonds  in the Classroom
Fostering Friendships - Enhancing Social Bonds in the Classroom
 
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptxHMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
 
How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17
 
Spatium Project Simulation student brief
Spatium Project Simulation student briefSpatium Project Simulation student brief
Spatium Project Simulation student brief
 
Google Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptxGoogle Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptx
 
Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)
 
Salient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functionsSalient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functions
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.
 
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
 
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
 
Unit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxUnit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptx
 
Wellbeing inclusion and digital dystopias.pptx
Wellbeing inclusion and digital dystopias.pptxWellbeing inclusion and digital dystopias.pptx
Wellbeing inclusion and digital dystopias.pptx
 
Jamworks pilot and AI at Jisc (20/03/2024)
Jamworks pilot and AI at Jisc (20/03/2024)Jamworks pilot and AI at Jisc (20/03/2024)
Jamworks pilot and AI at Jisc (20/03/2024)
 
Understanding Accommodations and Modifications
Understanding  Accommodations and ModificationsUnderstanding  Accommodations and Modifications
Understanding Accommodations and Modifications
 
This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.
 
REMIFENTANIL: An Ultra short acting opioid.pptx
REMIFENTANIL: An Ultra short acting opioid.pptxREMIFENTANIL: An Ultra short acting opioid.pptx
REMIFENTANIL: An Ultra short acting opioid.pptx
 
FSB Advising Checklist - Orientation 2024
FSB Advising Checklist - Orientation 2024FSB Advising Checklist - Orientation 2024
FSB Advising Checklist - Orientation 2024
 
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The Basics
 

various type of artifacts in ECG signal & how it's remove

  • 1. LOVELY PROFESSIONAL UNIVERSITY TERM PAPER On BIOMEDICAL INSTRUMENTATION AND PROCESSING Submitted To: Submitted By: Mr. Ansul Mahajan Manish Kumar Assist. Prof of LPU Reg.No-10906909 Roll No-B52
  • 2. ACKNOWLEDGEMENT I’m Manish Kumar, student of B.Tech(ECE) 7th term expressing my deep gratitude to my BIOMEDIC INSTRUMENTATION AND PROCESSING teacher “Mr. ANSUL MAHAJAN” I am very much thankful to him. I benefited a lot discussing with him. I am also thankful to my parents who encouraged me and provided such a motivation, so I became able to perform this. I am also thankful to all my friends and those who helped me directly or indirectly in completion of my term Paper. MANISH KUMAR
  • 3. ABSTRACT The objective of artifacts electrocardiographic (ECG) signals are the observation and assessment of the heart's electrical activity. Electronic advancements have produced instrumentation with the potential of providing accurate information and reliable heart rate alarms. Computerized monitors enhance patient assessment by allowing uninterrupted electronic observation of heart rate and ectopic activity with comprehensive automatic reporting mechanisms. Despite these improvements in instrumentation, monitoring systems continue to be plagued by problems related to poor signals. Wandering baselines, small complexes, fuzzy tracings, and frequent electrode replacement make patient assessment difficult and induce false heart rate alarms. Improvement in electrode preparation techniques and a better understanding of the sources of artifact can enhance equipment performance, resulting in improved patient assessment, more effective utilization of nursing time, and reduced operating costs. This article discusses the physiologic and non-physiologic sources of ECG monitoring artifact and presents a method of electrode site preparation to reduce artifact.
  • 4. CONTENTS 1. INTRODUCTION. 2. VARIOUS TYPE OF ARTIFACTS. • INTERNAL ARTIFACTS • EXTERNAL ARTIFACTS 3. DIFFRENT METHOD TO REMOVE OF ARTIFACTS. 4. CONCLUSION 5. REFRENCES
  • 5. INTRODUCATION The electrical activity of the heart is sensed by monitoring electrodes placed on the skin surface. The electrical signal is very small (normally 0.0001 to 0.003 volt). These signals are within the frequency range of 0.05 to 100 Hertz (Hz.) or cycles per second. Unfortunately, other artifactual signals of similar frequency and often larger amplitude reach the skin surface and mix with the ECG signals. In electrocardiography, an ECG artifact is used to indicate something that is not heart-made. These include (but are not limited to) electrical interference by outside sources, electrical noise from elsewhere in the body, poor contact, and machine malfunction. Artifacts are extremely common, and knowledge of them is necessary to prevent misinterpretation of a heart's rhythm. SOURCES OF ARTIFACTS IN ECG SIGNAL Artifactual signals arise from several internal and external sources.  Internal Arifacts: (1) Signals from muscles and (2) Signals produced in the epidermis  Signals from muscles: All muscle activity produces electrical signals. Signals from muscles other than the heart are called EMG signals and appear on the monitor as narrow, rapid spikes associated with muscle movement. These signals are sufficiently dissimilar to the ECG signals that they can be electronically reduced or "filtered" from the trace. This filtering is readily observed by reduction in the size of EMG signals as the monitor is switched from the diagnostic mode to the monitor mode. Fig1 shows that when muscle activity produces electrical signal
  • 6.  Signals produced in the epidermis: The skin is a source of electrical signals which produce motion artifact. Studies have revealed that a voltage of several milli volts can be generated by stretching the epidermis, the outer layer of the skin. This stretching is the primary source of movement-related artifact. This type of artifact is visible as large baseline shifts occurring when the patient changes positions in bed, eats or ambulates. Epidermal artifact is more troublesome than other types of artifact because: (A) it is difficult to filter electronically and (B) ) its amplitude is often larger than the ECG signal. Fig 2. Shows that when skin a sources electrical signal  External Artifacts: (1) 60 Hz. AC interference (2) Offset signals produced by the electrode itself (3) Signals produced by the interaction of body fluids and the electrode gel (4) Lead wire and patient cable problems. (5) Reversed leads.  60 Hz. AC interference: This type of artifact, also called 60 Hz. Interference, produces a wide, fuzzy baseline. It is related to poor electrode contact associated with poor skin preparation techniques, dried electrode gel, or defective patient cables or lead wires.
  • 7. The source of 60 Hz. pickup is the 60 Hz. current which supplies power to the electrical wall outlets. The 60 Hz. energy "radiates" from the electrical wiring in the patient's room and is received in the lead wires and by the patient. The source of radiation cannot be eliminated, but modern monitors can reduce 60 Hz. pickup by filtering and by an electronic technique called common mode rejection. This technique requires good skin contact by all electrodes. One or more electrodes with poor contact will result in the wide fuzzy baseline. Alternating current (AC) describes the type of electricity that we get from the wall. In the United States, the 60 hertz. Many places in Europe use 50 Hz AC electricity. When an ECG machine is poorly grounded or not equipped to filter out this interference, you can get a thick looking ECG line.fig 1. Fig 3 shows that when AC power to the electrical wall outlets.  2) Offset signals produced by the electrode itself: An offset potential is a voltage that is stored by the electrode. This stored voltage will add to the ECG signal and interfere with it. The offset potential causes the disappearance of the ECG after defibrillation. The amount of offset potential and the length of time required for it to dissipate are determined by the materials used for the electrode and the gel. Certain combinations of metals and gels generate large voltages (up to 200 millivolts) with the ability to hold this voltage for long periods of time. Electrode materials such as silver-silver chloride do not allow significant build-up of offset potential, whereas stainless steel electrodes have poor offset characteristics. Most electrodes used for ECG monitoring today are made of silver-silver chloride. With the common use of the silver-silver chloride electrode, offset potentials are no longer considered to be a significant problem. Fig 4. Shows that when offset potential voltage that is stored by the electrode
  • 8.  Signals produced by the interaction of body fluids and electrode gel: Movement of the electrode gel under the electrode was thought to be the primary cause of motion artifact. The electrode gel does, however, significantly affect the transmission of signals from the skin to the electrode. The lack of sufficient electrode gel, frequently due to evaporation caused by improper storage, results in 60 Hz. pickup and extremely unstable traces. This type of artifact is easily identified by very high electrode impedances Electrode impedances In order for ECG signals to pass from the body to the electrode, an electrically conductive path between the skin and electrode must be established. The conductive ability of this path is referred to as electrode impedance or contact impedance. Electrode impedance is measured in ohms. High impedance decreases the conduction of the ECG signal. Low impedances improve this conduction. The major factors affecting electrode impedance are: (a) The quantity and quality of gel between the electrode and the patient and (b) The degree to which the outer layer of the epidermis has been bridged by the conductive gel. Proper site preparation will produce contact impedances of 10,000 ohms or less in 90% of patients.9 Less than 5,000 ohms is a good target value. Improper site preparation will usually produce contact impedances as high as 1M to 2M ohms. Fig 5. Shows that when movement of electrode.  Lead wire and patient cable problems: Breaks in the wires and connections between the electrode and the monitor will always be a source of monitoring problems. Poor contact at any snap connection, loose pins at the cable end of the lead wire, and breaks in the conductors of the lead wire or patient cable can cause intermittent loss of the ECG tracing, 60 Hz. Pickup.
  • 9.  Reversed leads: Electrode/lead placement is very important. If one were to accidentally confuse the red and white lead cables i.e. place the white one where the red one should go, vice versa, he might get an ECG that looks like figure 6. In this ECG, we can make out a normal sinus rhythm with all of the waves upside-down. When this happens, you are essentially viewing the rhythm in a completely different lead. One must also make sure that the lead wires are actually plugged into the machine. If your talkative patient shows a systole, you should suspect this. Many machines are smart in that they can sense common errors of this nature, but many such errors aren't always readily apparent. Fig 6. Shows that when elerode are wrong placed. ARTIFACTS REMOVAL IN ECG SIGNALS The electrical activity of the heart is sensed by electrodes that are placed on the skin’s surface. The heart’s electrical signal is very small (normally 0.0001 to 0.003 volt), and unfortunately this can be combined with artifactual signals of similar frequency and often larger amplitude. Each patient’s ECG is unique. The patient’s size, skin type, age, and pathology, as well as where the electrodes are placed, influences the results of the tracing. Poor signal quality can cause noise or artifacts on the ECG, which in turn leads to inaccurate analysis of the ECG. Now different Method to minimize the artifacts in ECG signal  Perform good skin preparation The build-up of skin oils and residues increases the resistance to the conduction of the electrical signal.  Check for AC interference
  • 10. 50/60 Hz. interference looks like small regular peaks and produces a wide, fuzzy baseline. It is traced to the 50/60 Hz. current which supplies power to the electrical wall outlets. The 50/60 Hz. energy radiates from the electrical wiring in the patient’s room and can be picked up by the patient and/or the lead wires. This will result in AC interference on the ECG tracing. There are several causes of AC interference: • Electrical wires in the walls, ceiling or floor. Suggestion: Move the examination table away from walls  Check the electrodes Check the electrode gel to make sure it is fresh and moist. The electrode gel greatly affects the transmission of signals from the skin to the electrode. A dry electrode with inadequate conducting gel will not work properly since it reduces the conduction of the ECG signal. In most instances, electrode gel dry-out is simply a result of incorrect storage. Electrodes are packaged in metal foil pouches to prevent gel evaporation. Use this point • Use electrodes prior to their expiration date. • Do not remove the electrodes from their pouch until they are ready to be used.  Verify filter settings in the device Finally, if the tracings are still showing artifact, make sure that the following filters are turned on: • Muscle filter • AC filter • Wandering baseline filter  Make sure the patient is warm, relaxed and does not move or speak It is important to make sure the patient is warm and relaxed during the test because we want to reduce muscle tremors and movement as much as possible since they can impair the quality of recordings. Filtering methods • High pass filtering (HPF) • Adaptive filtering (AF) • Kalman filtering(KF)
  • 11. In signal processing, there are many instances in which an input signal to a system contains extra unnecessary content or additional noise which can degrade the quality of the desired portion. In such cases we may remove or filter out the useless samples. CONCLUSION Artifact in ECG monitoring can be annoying, costly, and dangerous. An understanding of the sources of artifact and care in the application of monitoring electrodes can significantly reduce or even eliminate the problem. The filter robustness is crucial for ECG artifact removal. Artifacts removal method now days very easy to design because there are no. Of filter devices available in market so we reduce easily to remove artifacts. REFRENCES: http://www.general-devices.com/rx-ecg-artifact http://www.welchallyn.com/documents/Cardiopulmonary/Electrocardiographs/ReduceArtifac t_20080918_ECG.pdf o BIOMEDICAL SIGNAL ANALYSIS: A CASE-STUDY APPROACH, Author RANGARAJ M. RANGAYYAN , Edition 1st, Publisher Name-Wiley, Year-2009,chap-3. o Tam, H.W. and Webster, J.G. Minimizing Electrode Motion Artifact by Skin Abrasion. Institute of Electronic and Electrical Engineers (IEEE) Transactions on Biomedical Engineering (BME), 24(2): 134-139, 1977 o Knight, BP; Pelosi, F; Michaud, GF; Strickberger, SA; Morady, F; Clinical consequences of electrocardiographic artifact mimicking ventricular tachycardia. N Engl J Med 1999; 341:1270–1274.