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International Journal of Trend in Scientific Research and Development (IJTSRD)
Volume 4 Issue 4, June 2020 Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470
@ IJTSRD | Unique Paper ID – IJTSRD31546 | Volume – 4 | Issue – 4 | May-June 2020 Page 1621
Review of Software to Analyse the
Physical Conditions of the Athletes using sEMG
Tenwin James K1, Varun Vincent1, Lino Louis1, Vishnuraj T1, Aneesh Chandran2
1Student, 2Assistant Professor,
1,2Department of CSE, Jyothi Engineering College, Thrissur, Kerala, India
ABSTRACT
Electromyography measures muscle responses of a nerve’s simulation of the
muscle. EMG is generally measured or recorded through surface, needle or
wired electrodes. The surface electromyography is a commonly used
technique for measuring the muscleexhilaration.Thepurposeofthisprojectis
to evaluate the use of sEMG in the practical context and to translate the given
context to the appropriate analysis. The sEMG are used on the athletes while
they are running and respective results are being noted. By using this
technique our project wishes to implement an android/iOS application to
calculate the corresponding values which are being noted by the particular
device which we have been made. The signals which are being given by the
device is converted into the appropriate percentage values or graphs which
can be determined into giving a completeoverviewabout thepersonwhomhe
is checking and can suggest the diets and exercises to make that person fit to
the expectations. This software is mainly look forward for the developmentof
the future athletes which can win the prizes. This platform provides immense
forms of diets which are based on the values or results which have been
depicted. Performance analysis in sports is considered to be an integral
component of understanding the requirements of the optimal performance.
Several measurement techniques have been used to inspect the performance
of the best athletes today. it is mostly commonly done in laboratory where
physiology and bio-mechanics can be analyzed. in this system first, the
coaches conduct a study about the agility, strength and nutrition of the
excellent players of the country. Then the coaches of the respective clubs or
the schools check each and every student’s physical condition and compare
with the stored data in order to train them. The project has got direct
advantage to the aspiring future athletes of the country and also tothehealth-
conscious society by providing them a device to calculate on their body
metrics and work around to improve on it.
KEYWORDS: Electromyography, Surface Electromyography, Sports, Muscle
analysis
How to cite this paper: Tenwin James K |
Varun Vincent | Lino Louis | Vishnuraj T |
Aneesh Chandran "Review of Software to
Analyse the Physical Conditions of the
Athletes usingsEMG"
Published in
International Journal
of Trend in Scientific
Research and
Development(ijtsrd),
ISSN: 2456-6470,
Volume-4 | Issue-4,
June 2020, pp.1621-1624, URL:
www.ijtsrd.com/papers/ijtsrd31546.pdf
Copyright © 2020 by author(s) and
International Journal ofTrendinScientific
Research and Development Journal. This
is an Open Access article distributed
under the terms of
the Creative
CommonsAttribution
License (CC BY 4.0)
(http://creativecommons.org/licenses/by
/4.0)
1. INTRODUCTION
Healthy lifestyle is an important aspect in our life. The
present-day food habits and lifestyle make it difficult to lead
a healthy life. So, it is important to take care of our health by
following diet plans which are suitable to our body. Our
project aims to provide diet plans suitable for each
individual by measuring muscle strength using the technic
surface electromyography This technic will be more helpful
for athletes. This present equipment Electromyography
helps only to measure muscle strength. While the existing
system of electromyography helps only to observe the
variations in muscle strength Our software provides diet
plans which are adequate for maintaining the muscle
strength. Surface Electromyography is an improved version
of electromyography. Electromyography is painful as it
makes use of needles for measuring muscles. The improved
version, Surface Electromyography isa non-obviousmethod
to quantify the electrical muscle activity with multiple
closely spaced electrodes overlying a restricted area of the
skin. Our software converts the analog readings of surface
electromyography into digital values. The database of our
software consists of predefined diet plans prepared by
doctors. When we upload the digitalized readings of muscle
strength the software displays suitable diet plans apt for
each individual.
2. OVERVIEW OF THE BASICS
2.1. Electromyography
Electromyography (EMG) is an electro-diagnosticprocedure
for the assessment of the health of muscles and the nerve
cells that control them by recording the electrical activity
produced by muscles of the EMG results can be usedtoshow
if the muscle is damaged by nerve dysfunction, muscle
dysfunction or problems with nerve-to-muscle signal
transmission.
Electromyography is recorded using an instrumental device
with three specified sensors called an electromyograph to
produce a documented reportcalledanelectromyogram.the
electromyograph detects the electrical potential generated
by muscle cells that control the muscles.whenthesecellsare
IJTSRD31546
International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD31546 | Volume – 4 | Issue – 4 | May-June 2020 Page 1622
electrically or neurologically activated by contraction and
relaxation of the muscles the neurons transmit electrical
signals. An EMG uses tiny sensors called electrodes to
translate these electrical signals into corresponding
information like graphs, sounds or numerical valuesthatare
then interpreted by a specialist. there are two types of
electrodes
Needle and surface During a needle EMG, a needle electrode
inserted directly into a muscle records the electrical activity
in that muscle. The other part of an EMG uses electrode
stickers like sensors applied to the skin (surface electrodes)
to measure the speed and strength of signals traveling
between multiple points.
2.2.1. Surface Electromyography
Surface EMG electrodes provide a non-interferingtechnique
for measurement and detection of EMG signal. The theory of
these electrodes is that they form a chemical balance
between the detecting surface and the skin of the body
through electrolytic conduction,sothatcurrentcanflowinto
the electrode. These electrodes are simple and easy to
implement. Application of needle and fine wired electrodes
should require strict medical supervision. Surface EMG
electrodes require no such formalities.
Surface EMG electrodes have found their use in several
behavior studies,neuromusculardata documentation,sports
medical appraisals and for subjects who is against to needle
insertions such as children. Surface EMG is being
increasingly used to detect muscle activity in order to
control device augmentation to achieve prosthesis for
physically disabled and sever population. Surface EMG
accesses muscle function by recording muscle activity from
the surface above the muscle on the skin.
Surface electrodes are able to supply only a limited
estimation of themuscleactivity(CatherineDisselhorst-Klug,
2009). Surface EMG can be put down by a pair of electrodes
or by a more complex arrays of multiple electrodes. Three
sensor electrodes are needed because of EMG recordings to
display the potential difference(voltagedifference)between
two separate electrodes and one with references.
3. INTO THE SYSTEM
3.1. EXISTING SYSTEM
A. Electromyography for assessment of pain in low
back muscles
In this study 60 subjects are separated in 2 groups; 30
subjects with low back pain andother30withoutlower back
pain The subjects are asked to layover on exercise bench
with the low back hips and knee securely strapped to bench.
While in this position the subjects were asked to stretch the
trunks. Given the impossibility of performing this moment
this attempt led to an isometric contraction of the low back
muscles The EMG activity recorded bilaterally from the L1
and L2 muscles the surface electrodes were placed on the
bellies of the muscle and alignment of muscle fibers. The
EMG signal is converted into a linear equation and graphs
are plotted The resulting data shows that the subjects with
lower back pain produce force values less than that of
subjects without lower back pain. (Candotti, 2008,pp.1061-
1067)
B. Electromyography used to identify risk of injury for
female athletes
In this study the EMG is used to determine whether female
athletes sustain an anterior cruciate ligament (ACL) In this
study 55 female football players aged between 25 to 30 with
no history of ACL injury were tested for EMG pre-activity of
vastus laterails(back of the thigh) and medialis (quadriceps
muscles)reaches femori’s semitendinosus, and biceps
femoris During a standardized side cutting maneuver. Two
match seasons were conducted and 5 the 55 has sustained
ACL INJURY Before the injury these five players displayed
neuromuscular pattern that differed from non-injured
players characterized by the EMG preactivitty for the vastus
laterails(VL) On the basis of this findings a high risk zone
was one standarddeviationabovethemeanVL-STdifference
(Hewett, 2005, pp. 347-350)
C. Development of Electromyography SignalSignature
for Forearm Muscle
Electromyography (EMG) measures muscle response or
electrical activity in response to a nerve’s stimulation of the
muscle. EMG is generally acquired through surface and
needle or wire electrodes. The needle or wire electrodes are
usually used by clinicians in a clinical setting. This paper
concentrates on surface electromyography (sEMG) signal
that is acquired in a research laboratory since sEMG is
increasingly being recognized as the gold standard for the
analysis of muscle activation. The sEMG can utilized for
establishing signal signature for forearm muscles that
becomes an importantinput indevelopmentofrehabilitative
devices This paper discusses the establishment of sEMG
signal signature of female and male subjects for forearm
muscles such as extensor carpi radialis, flexor carpi radialis,
Palmaris. (Elamvazuthi, 2015, pp. 229-234)
D. The Practical Uses of Surface electromyography
during running
Muscle surface electromyography (sEMG) is a commonly
used technique formeasuringmuscleactivationThepurpose
of this review is to evaluate the use of sEMG in the practical
context and whether this can betranslatedtoon-fieldtesting
The sEMG are used on the athletes while they are running
and the respective results are noted down From the results
outlined in this review, sEMG appears to provide
inconsistent results when assessing neuromuscular activity
during running The general trends of the sEMG activity
appear to correlate with running velocity andmusclefatigue
seems almostalwaystheconsequenceofprolonged,dynamic
activity. (Subbu, 2015).
3.2. PROPOSED SYSTEM
We are proposing a new system where the trainer’s coaches
and other respective personnel can use this system to
understand the muscle activity and strength to make the
athletes fit enough to play their respective sports. This
system mainly focuses on muscle activity which helps us to
know the physical conditions of the athletes with the help of
the SEMG. In this system first, the trainers and coaches
conduct a study about the agility, strength, and nutrition of
the excellent and reputed players of the country. Then the
coaches of the respective clubs or schools check every
student’s physical condition i.e. the muscle activity of the
athletes and compare this result with the muscle activity
data of the excellent players which is stored in the system.
the result provided by the system is a set of instructions in
International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD31546 | Volume – 4 | Issue – 4 | May-June 2020 Page 1623
the form of daily diet and exercises to train the athletes
collectively. The trainers and coaches canhaveanadvantage
in teaching the athletes on the basis of the best athletes of
the country who does all the same exercises and follow the
same strict diet which will only help the athletes to relate
and can also afford the same food items as those of the
excellent players as they are from same country since
different athletes from different countryhavedifferentsetof
diets based on the weather conditions. The project has got a
direct advantage to the aspiring future athletes of the
country and also to the health-conscious society by
providing them a device to calculate on their metrics and
work around to improve on it
The main modules are
A. Input
B. Conversion
C. Comparison
D. Output
A. Input:
A signal that is generated by the devices are given which is
from the body muscles in order to measure the strength of
the muscles. For that we are using an EMG which collectsthe
information of the muscle activity of a person. The response
of each person to the electrical pulse is different. The
athlete’s information is collected in the form of an analog
signal. Using the Surface EMG, we receive the analog signals,
from the person by moving the muscle to which the
electrodes are connected. This signal will carry some noise
with them which causes a disturbance to the values so the
signals cleaned and then amplifiedtoproducea propervalue
for the rest of the operations
B. Conversion:
This module is used to convert the extracted analog signals
from the SEMG and then convertedintographora numerical
value which best befits the system. This conversion will only
help the system to procure results much faster for each
operation since analog signals will only complicate the
operations and makes it difficult to understand the working
and comparison of the data for the people who has less
knowledge about the analog signals and its characteristics.
This conversion is done within the hardware setup.
C. Comparison:
The noiseless digital data obtained from the SEMG will be
compared with the pre-defined standardized data that
consists of values which is ideal for the perfect health of
muscles and its activity. Thiscomparisonisdoneonthebasis
of one muscle at a time as SEMG is only capableofmeasuring
one muscle at a time. Different people will have different
values as they have different bodies and different body
structures.
D. Output:
After all the operations the systemprovidesappropriate diet
plans and exercises for the patient which is based on
database formed by gathering information fromthedoctors,
dieticians and physical trainers. Basis on the variation of the
results the corresponding nutritionanddietaresuggestedto
the athletes. So different results will have different set of
exercises and diet for that athlete which improves their
overall health and these are all stored in a file. From this file
we get information of nutrition and diet.
3.3. HARDWARE AND SOFTWARE REQUIRMENTS
3.3.1. H/W Requirements
A. Minimum 4 channel system with optical isolation with
Ethernet connection for connecting to either to desktop
system or laptop system for portable use.
B. Repetitive nerve stimulation
C. Insertional/Spontaneous EMG recording for minimum
600 secs on hard disk or unlimited buffer storage
D. EMG replay of minimum 600 sec of stored data from
hard disk with audio and store in AVI format for review
on any Windows Media Player PC.
E. Single Motor unit Analysis.
F. Sympathetic skin response
3.3.2. S/W Requirements
1. MATLAB or EMG analysis software for the analyzing
process
2. Operating system that supports .wav files.
4. FUTURE TRENDS
In future it can be developed in to an application so that it
could be wireless and need not be connected to a system.
The users or the physical trainers can calculate the values
using smart phones. With using the Bluetooth or the WIFI
module the trainers can take input analog signals and send
the values through these modules. this can help a lot people
in the poor regions and people having poor infrastructure to
train the athletes without any difficulties and at a very low
amount. By following the instructions provided by the
system the athletes can work hard and can achieve better
goals in their lives.
Another trend which can be developed from this system is
that it can create a one big community where all the trainers
and athletes can share their data to the community. This
community can be an online website where the trainers and
the athletes can share their experience, their progressive
status and the different techniques to cope up with different
exercises and diet. The government and other private
cooperation’s can check this website and can select
candidates for different sports and fitness competitions and
can send them to it based on the status of the athletes
provided by the website.
Later this system will be used for research and study by the
scientists and doctors in the medical field where they can
use these data on muscle strength and muscle activity of the
people and compare with different people who have
deformities within the different muscles on the body. The
real-life data will help to understand the muscle activity and
its characteristics better.
5. ACKNOWLEDGEMENTS
We take this opportunity to express our heartfelt gratitude
to all respected personalities who had guided, inspired and
helped us in the successful completion of this paper. First
and foremost, we express our thanks to The Lord Almighty
for guiding us in this endeavor and making it a success. We
take immense pleasure in thanking the Management of
Jyothi Engineering College and Fr. Dr. Jaison PaulMulerikkal
CMI, Principal, Jyothi Engineering College for having
permitted us to carry out this paper. Our sincere thanks to
Fr. Dr. A K George, Head of the Department of Computer
Science and Engineering for permitting us tomakeuseofthe
facilities available in the department to carry out the paper
International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD31546 | Volume – 4 | Issue – 4 | May-June 2020 Page 1624
successfully. We are very happy to express our deepest
gratitude to our mentor Mr. Aneesh Chandran, Assistant
Professor, Department of Computer Science and
Engineering, Jyothi EngineeringCollegeforhisableguidance
and continuous encouragement. Lastbut notleastweextend
our gratefulness to all teaching and non-teaching staffs who
were directly or indirectly involved in the successful
completion of this paperwork and to all our friends who
have patiently extended all sorts of help for accomplishing
this undertaking.
6. CONCLUSION
From the existing systemsdiscussedwecanunderstandhow
to measure muscle activity fromtherespectivemuscles.This
allows the trainers and coaches as well as the athletes who
are participating to understand about the different muscles
in our body and how they are used for different movements
in different sports. By using SEMG it will cost less and also
harmless to the athletes who are participating the events.
The project makes the measurement procedure easier by
just uploading the digital value of muscle strength.by
suggesting suitable diet plan our project can become
different from theexistingsystem.Earlierpeoplewouldhave
to depend on doctors or trainers for diet plans. But with the
help of this software people could easily find out diet plans
in accordance with the muscle strength reading. It would be
more helpful for those who cannot afford a personal doctor
or dietitian of their own. This system will also help to find
the defects within a muscle and other problems which
causes deteriorating the health of the muscle and much
worser health problems Moreover, the software help to
compare the earlier musclestrengthreadingssothatone can
easily understand the progress of each muscle in the body
for different sports. This project aims to produce a better
result by not comparing with other athletes, by taking the
facts from the inner muscles readingsThiswouldpavea way
for the other athletes to come to the front to perform at
his/her strength. At the further progress, the software will
be available in all platforms like Android, IOS etc.
7. REFERENCES
[1] Candotti, C. T. (2008). Electromyography for
assessment of pain in low back muscles. Physical
therapy, 1061--1067.
[2] CatherineDisselhorst-Klug. (2009). Surface
electromyography. Surface electromyography and
muscle force: Limits in sEMG–force relationshipandnew
approaches for applications, 225-235.
[3] Elamvazuthi, I. a. (2015). Development of
Electromyography Signal Signature for Forearm
Muscle. Procedia Computer Science, 229--234.
[4] Hewett, T. a. (2005). A review of electromyographic
activation levels, timing differences, and increased
anterior cruciate ligament injury incidence in female
athletes. British journal of sports medicine, 347--350.
[5] Subbu, R. a. (2015). The practical use of surface
electromyography during running: does the evidence
support the hype? A narrative review. BMJ open sport
& exercise medicine, e000026.

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Review of Software to Analyse the Physical Conditions of the Athletes using sEMG

  • 1. International Journal of Trend in Scientific Research and Development (IJTSRD) Volume 4 Issue 4, June 2020 Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470 @ IJTSRD | Unique Paper ID – IJTSRD31546 | Volume – 4 | Issue – 4 | May-June 2020 Page 1621 Review of Software to Analyse the Physical Conditions of the Athletes using sEMG Tenwin James K1, Varun Vincent1, Lino Louis1, Vishnuraj T1, Aneesh Chandran2 1Student, 2Assistant Professor, 1,2Department of CSE, Jyothi Engineering College, Thrissur, Kerala, India ABSTRACT Electromyography measures muscle responses of a nerve’s simulation of the muscle. EMG is generally measured or recorded through surface, needle or wired electrodes. The surface electromyography is a commonly used technique for measuring the muscleexhilaration.Thepurposeofthisprojectis to evaluate the use of sEMG in the practical context and to translate the given context to the appropriate analysis. The sEMG are used on the athletes while they are running and respective results are being noted. By using this technique our project wishes to implement an android/iOS application to calculate the corresponding values which are being noted by the particular device which we have been made. The signals which are being given by the device is converted into the appropriate percentage values or graphs which can be determined into giving a completeoverviewabout thepersonwhomhe is checking and can suggest the diets and exercises to make that person fit to the expectations. This software is mainly look forward for the developmentof the future athletes which can win the prizes. This platform provides immense forms of diets which are based on the values or results which have been depicted. Performance analysis in sports is considered to be an integral component of understanding the requirements of the optimal performance. Several measurement techniques have been used to inspect the performance of the best athletes today. it is mostly commonly done in laboratory where physiology and bio-mechanics can be analyzed. in this system first, the coaches conduct a study about the agility, strength and nutrition of the excellent players of the country. Then the coaches of the respective clubs or the schools check each and every student’s physical condition and compare with the stored data in order to train them. The project has got direct advantage to the aspiring future athletes of the country and also tothehealth- conscious society by providing them a device to calculate on their body metrics and work around to improve on it. KEYWORDS: Electromyography, Surface Electromyography, Sports, Muscle analysis How to cite this paper: Tenwin James K | Varun Vincent | Lino Louis | Vishnuraj T | Aneesh Chandran "Review of Software to Analyse the Physical Conditions of the Athletes usingsEMG" Published in International Journal of Trend in Scientific Research and Development(ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-4, June 2020, pp.1621-1624, URL: www.ijtsrd.com/papers/ijtsrd31546.pdf Copyright © 2020 by author(s) and International Journal ofTrendinScientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative CommonsAttribution License (CC BY 4.0) (http://creativecommons.org/licenses/by /4.0) 1. INTRODUCTION Healthy lifestyle is an important aspect in our life. The present-day food habits and lifestyle make it difficult to lead a healthy life. So, it is important to take care of our health by following diet plans which are suitable to our body. Our project aims to provide diet plans suitable for each individual by measuring muscle strength using the technic surface electromyography This technic will be more helpful for athletes. This present equipment Electromyography helps only to measure muscle strength. While the existing system of electromyography helps only to observe the variations in muscle strength Our software provides diet plans which are adequate for maintaining the muscle strength. Surface Electromyography is an improved version of electromyography. Electromyography is painful as it makes use of needles for measuring muscles. The improved version, Surface Electromyography isa non-obviousmethod to quantify the electrical muscle activity with multiple closely spaced electrodes overlying a restricted area of the skin. Our software converts the analog readings of surface electromyography into digital values. The database of our software consists of predefined diet plans prepared by doctors. When we upload the digitalized readings of muscle strength the software displays suitable diet plans apt for each individual. 2. OVERVIEW OF THE BASICS 2.1. Electromyography Electromyography (EMG) is an electro-diagnosticprocedure for the assessment of the health of muscles and the nerve cells that control them by recording the electrical activity produced by muscles of the EMG results can be usedtoshow if the muscle is damaged by nerve dysfunction, muscle dysfunction or problems with nerve-to-muscle signal transmission. Electromyography is recorded using an instrumental device with three specified sensors called an electromyograph to produce a documented reportcalledanelectromyogram.the electromyograph detects the electrical potential generated by muscle cells that control the muscles.whenthesecellsare IJTSRD31546
  • 2. International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD31546 | Volume – 4 | Issue – 4 | May-June 2020 Page 1622 electrically or neurologically activated by contraction and relaxation of the muscles the neurons transmit electrical signals. An EMG uses tiny sensors called electrodes to translate these electrical signals into corresponding information like graphs, sounds or numerical valuesthatare then interpreted by a specialist. there are two types of electrodes Needle and surface During a needle EMG, a needle electrode inserted directly into a muscle records the electrical activity in that muscle. The other part of an EMG uses electrode stickers like sensors applied to the skin (surface electrodes) to measure the speed and strength of signals traveling between multiple points. 2.2.1. Surface Electromyography Surface EMG electrodes provide a non-interferingtechnique for measurement and detection of EMG signal. The theory of these electrodes is that they form a chemical balance between the detecting surface and the skin of the body through electrolytic conduction,sothatcurrentcanflowinto the electrode. These electrodes are simple and easy to implement. Application of needle and fine wired electrodes should require strict medical supervision. Surface EMG electrodes require no such formalities. Surface EMG electrodes have found their use in several behavior studies,neuromusculardata documentation,sports medical appraisals and for subjects who is against to needle insertions such as children. Surface EMG is being increasingly used to detect muscle activity in order to control device augmentation to achieve prosthesis for physically disabled and sever population. Surface EMG accesses muscle function by recording muscle activity from the surface above the muscle on the skin. Surface electrodes are able to supply only a limited estimation of themuscleactivity(CatherineDisselhorst-Klug, 2009). Surface EMG can be put down by a pair of electrodes or by a more complex arrays of multiple electrodes. Three sensor electrodes are needed because of EMG recordings to display the potential difference(voltagedifference)between two separate electrodes and one with references. 3. INTO THE SYSTEM 3.1. EXISTING SYSTEM A. Electromyography for assessment of pain in low back muscles In this study 60 subjects are separated in 2 groups; 30 subjects with low back pain andother30withoutlower back pain The subjects are asked to layover on exercise bench with the low back hips and knee securely strapped to bench. While in this position the subjects were asked to stretch the trunks. Given the impossibility of performing this moment this attempt led to an isometric contraction of the low back muscles The EMG activity recorded bilaterally from the L1 and L2 muscles the surface electrodes were placed on the bellies of the muscle and alignment of muscle fibers. The EMG signal is converted into a linear equation and graphs are plotted The resulting data shows that the subjects with lower back pain produce force values less than that of subjects without lower back pain. (Candotti, 2008,pp.1061- 1067) B. Electromyography used to identify risk of injury for female athletes In this study the EMG is used to determine whether female athletes sustain an anterior cruciate ligament (ACL) In this study 55 female football players aged between 25 to 30 with no history of ACL injury were tested for EMG pre-activity of vastus laterails(back of the thigh) and medialis (quadriceps muscles)reaches femori’s semitendinosus, and biceps femoris During a standardized side cutting maneuver. Two match seasons were conducted and 5 the 55 has sustained ACL INJURY Before the injury these five players displayed neuromuscular pattern that differed from non-injured players characterized by the EMG preactivitty for the vastus laterails(VL) On the basis of this findings a high risk zone was one standarddeviationabovethemeanVL-STdifference (Hewett, 2005, pp. 347-350) C. Development of Electromyography SignalSignature for Forearm Muscle Electromyography (EMG) measures muscle response or electrical activity in response to a nerve’s stimulation of the muscle. EMG is generally acquired through surface and needle or wire electrodes. The needle or wire electrodes are usually used by clinicians in a clinical setting. This paper concentrates on surface electromyography (sEMG) signal that is acquired in a research laboratory since sEMG is increasingly being recognized as the gold standard for the analysis of muscle activation. The sEMG can utilized for establishing signal signature for forearm muscles that becomes an importantinput indevelopmentofrehabilitative devices This paper discusses the establishment of sEMG signal signature of female and male subjects for forearm muscles such as extensor carpi radialis, flexor carpi radialis, Palmaris. (Elamvazuthi, 2015, pp. 229-234) D. The Practical Uses of Surface electromyography during running Muscle surface electromyography (sEMG) is a commonly used technique formeasuringmuscleactivationThepurpose of this review is to evaluate the use of sEMG in the practical context and whether this can betranslatedtoon-fieldtesting The sEMG are used on the athletes while they are running and the respective results are noted down From the results outlined in this review, sEMG appears to provide inconsistent results when assessing neuromuscular activity during running The general trends of the sEMG activity appear to correlate with running velocity andmusclefatigue seems almostalwaystheconsequenceofprolonged,dynamic activity. (Subbu, 2015). 3.2. PROPOSED SYSTEM We are proposing a new system where the trainer’s coaches and other respective personnel can use this system to understand the muscle activity and strength to make the athletes fit enough to play their respective sports. This system mainly focuses on muscle activity which helps us to know the physical conditions of the athletes with the help of the SEMG. In this system first, the trainers and coaches conduct a study about the agility, strength, and nutrition of the excellent and reputed players of the country. Then the coaches of the respective clubs or schools check every student’s physical condition i.e. the muscle activity of the athletes and compare this result with the muscle activity data of the excellent players which is stored in the system. the result provided by the system is a set of instructions in
  • 3. International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD31546 | Volume – 4 | Issue – 4 | May-June 2020 Page 1623 the form of daily diet and exercises to train the athletes collectively. The trainers and coaches canhaveanadvantage in teaching the athletes on the basis of the best athletes of the country who does all the same exercises and follow the same strict diet which will only help the athletes to relate and can also afford the same food items as those of the excellent players as they are from same country since different athletes from different countryhavedifferentsetof diets based on the weather conditions. The project has got a direct advantage to the aspiring future athletes of the country and also to the health-conscious society by providing them a device to calculate on their metrics and work around to improve on it The main modules are A. Input B. Conversion C. Comparison D. Output A. Input: A signal that is generated by the devices are given which is from the body muscles in order to measure the strength of the muscles. For that we are using an EMG which collectsthe information of the muscle activity of a person. The response of each person to the electrical pulse is different. The athlete’s information is collected in the form of an analog signal. Using the Surface EMG, we receive the analog signals, from the person by moving the muscle to which the electrodes are connected. This signal will carry some noise with them which causes a disturbance to the values so the signals cleaned and then amplifiedtoproducea propervalue for the rest of the operations B. Conversion: This module is used to convert the extracted analog signals from the SEMG and then convertedintographora numerical value which best befits the system. This conversion will only help the system to procure results much faster for each operation since analog signals will only complicate the operations and makes it difficult to understand the working and comparison of the data for the people who has less knowledge about the analog signals and its characteristics. This conversion is done within the hardware setup. C. Comparison: The noiseless digital data obtained from the SEMG will be compared with the pre-defined standardized data that consists of values which is ideal for the perfect health of muscles and its activity. Thiscomparisonisdoneonthebasis of one muscle at a time as SEMG is only capableofmeasuring one muscle at a time. Different people will have different values as they have different bodies and different body structures. D. Output: After all the operations the systemprovidesappropriate diet plans and exercises for the patient which is based on database formed by gathering information fromthedoctors, dieticians and physical trainers. Basis on the variation of the results the corresponding nutritionanddietaresuggestedto the athletes. So different results will have different set of exercises and diet for that athlete which improves their overall health and these are all stored in a file. From this file we get information of nutrition and diet. 3.3. HARDWARE AND SOFTWARE REQUIRMENTS 3.3.1. H/W Requirements A. Minimum 4 channel system with optical isolation with Ethernet connection for connecting to either to desktop system or laptop system for portable use. B. Repetitive nerve stimulation C. Insertional/Spontaneous EMG recording for minimum 600 secs on hard disk or unlimited buffer storage D. EMG replay of minimum 600 sec of stored data from hard disk with audio and store in AVI format for review on any Windows Media Player PC. E. Single Motor unit Analysis. F. Sympathetic skin response 3.3.2. S/W Requirements 1. MATLAB or EMG analysis software for the analyzing process 2. Operating system that supports .wav files. 4. FUTURE TRENDS In future it can be developed in to an application so that it could be wireless and need not be connected to a system. The users or the physical trainers can calculate the values using smart phones. With using the Bluetooth or the WIFI module the trainers can take input analog signals and send the values through these modules. this can help a lot people in the poor regions and people having poor infrastructure to train the athletes without any difficulties and at a very low amount. By following the instructions provided by the system the athletes can work hard and can achieve better goals in their lives. Another trend which can be developed from this system is that it can create a one big community where all the trainers and athletes can share their data to the community. This community can be an online website where the trainers and the athletes can share their experience, their progressive status and the different techniques to cope up with different exercises and diet. The government and other private cooperation’s can check this website and can select candidates for different sports and fitness competitions and can send them to it based on the status of the athletes provided by the website. Later this system will be used for research and study by the scientists and doctors in the medical field where they can use these data on muscle strength and muscle activity of the people and compare with different people who have deformities within the different muscles on the body. The real-life data will help to understand the muscle activity and its characteristics better. 5. ACKNOWLEDGEMENTS We take this opportunity to express our heartfelt gratitude to all respected personalities who had guided, inspired and helped us in the successful completion of this paper. First and foremost, we express our thanks to The Lord Almighty for guiding us in this endeavor and making it a success. We take immense pleasure in thanking the Management of Jyothi Engineering College and Fr. Dr. Jaison PaulMulerikkal CMI, Principal, Jyothi Engineering College for having permitted us to carry out this paper. Our sincere thanks to Fr. Dr. A K George, Head of the Department of Computer Science and Engineering for permitting us tomakeuseofthe facilities available in the department to carry out the paper
  • 4. International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD31546 | Volume – 4 | Issue – 4 | May-June 2020 Page 1624 successfully. We are very happy to express our deepest gratitude to our mentor Mr. Aneesh Chandran, Assistant Professor, Department of Computer Science and Engineering, Jyothi EngineeringCollegeforhisableguidance and continuous encouragement. Lastbut notleastweextend our gratefulness to all teaching and non-teaching staffs who were directly or indirectly involved in the successful completion of this paperwork and to all our friends who have patiently extended all sorts of help for accomplishing this undertaking. 6. CONCLUSION From the existing systemsdiscussedwecanunderstandhow to measure muscle activity fromtherespectivemuscles.This allows the trainers and coaches as well as the athletes who are participating to understand about the different muscles in our body and how they are used for different movements in different sports. By using SEMG it will cost less and also harmless to the athletes who are participating the events. The project makes the measurement procedure easier by just uploading the digital value of muscle strength.by suggesting suitable diet plan our project can become different from theexistingsystem.Earlierpeoplewouldhave to depend on doctors or trainers for diet plans. But with the help of this software people could easily find out diet plans in accordance with the muscle strength reading. It would be more helpful for those who cannot afford a personal doctor or dietitian of their own. This system will also help to find the defects within a muscle and other problems which causes deteriorating the health of the muscle and much worser health problems Moreover, the software help to compare the earlier musclestrengthreadingssothatone can easily understand the progress of each muscle in the body for different sports. This project aims to produce a better result by not comparing with other athletes, by taking the facts from the inner muscles readingsThiswouldpavea way for the other athletes to come to the front to perform at his/her strength. At the further progress, the software will be available in all platforms like Android, IOS etc. 7. REFERENCES [1] Candotti, C. T. (2008). Electromyography for assessment of pain in low back muscles. Physical therapy, 1061--1067. [2] CatherineDisselhorst-Klug. (2009). Surface electromyography. Surface electromyography and muscle force: Limits in sEMG–force relationshipandnew approaches for applications, 225-235. [3] Elamvazuthi, I. a. (2015). Development of Electromyography Signal Signature for Forearm Muscle. Procedia Computer Science, 229--234. [4] Hewett, T. a. (2005). A review of electromyographic activation levels, timing differences, and increased anterior cruciate ligament injury incidence in female athletes. British journal of sports medicine, 347--350. [5] Subbu, R. a. (2015). The practical use of surface electromyography during running: does the evidence support the hype? A narrative review. BMJ open sport & exercise medicine, e000026.