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Biomechanic analysis
For sport performance
Prof. Mauro Testa
Biomoove
SPORT
INTRODUCTION
BEHIND THE PERFORMANCE
Evaluation of standard movements
Use of the Myontec’s tools in recovery
Analysis of training load
Monitoring test
Monitoring different exercises
Comparing internal external load
Prof. Mauro Testa Biomoove – Myontec
Myontec
INTERNAL LOAD
Myontec is a Finnish company
Myontec designs and develops wearable systems,
hardware and software, for sports analysis and
performance evaluation
Prof. Mauro Testa Biomoove – Myontec
Overview
INTRODUCTION
Wearable technologies help biomechanics and coaches to monitor athletes without
their cooperation in a non-invasive way
Wearable technologies allow continuous training sessions without interruptions
It is possible to prevent injuries by monitoring athletes during their training sessions
Myontec is comfortable and reliable
Prof. Mauro Testa Biomoove – Myontec
Overview
MYONTEC’S ADVANTAGES
Myontec’s products are easy to wear
It’s impossible to fail sensors position
Sweat it’s not a problem
The hair does not bother the signal
The possibility to link electromyographic signals (internal load) with inertial sensors (external load)
Prof. Mauro Testa Biomoove – Myontec
Overview
WHAT WE READ
We analyze not a singular muscle but the FUNCTIONAL UNITS
Prof. Mauro Testa Biomoove – Myontec
Overview
EVALUATION OF STANDARD MOVEMENTS
Prof. Mauro Testa Biomoove – Myontec
• As biofeedback
• In postural analysis
Evaluate standard movements in static or dinamic situation
MEASURE - OBSERVATION
Prof. Mauro Testa Biomoove – Myontec
MEASURE - OBSERVATION
Prof. Mauro Testa Biomoove – Myontec
MEASURE - OBSERVATION
Prof. Mauro Testa Biomoove – Myontec
MEASURE - OBSERVATION
Prof. Mauro Testa Biomoove – Myontec
MEASURE - OBSERVATION
Prof. Mauro Testa Biomoove – Myontec
MEASURE - OBSERVATION
Prof. Mauro Testa Biomoove – Myontec
Overview
MEASURE - OBSERVATION
Prof. Mauro Testa Biomoove – Myontec
Overview
USE OF THE MYONTEC’S TOOLS IN RECOVERY
Prof. Mauro Testa Biomoove – Myontec
Overview
TRAINING LOAD ANALYSIS
Prof. Mauro Testa Biomoove – Myontec
Means evaluate by sensor any
changes during training and its
cost
Which side of the body is more
spreadly used?
Do we have some non balance
situation?
Systems
ARCHITECTURE
CHEST DEVICE
EXTERNAL LOAD
HIP DEVICE
INTERNAL LOAD
Prof. Mauro Testa Biomoove – Myontec
Overview
MEASURE - OBSERVATION
Prof. Mauro Testa Biomoove – Myontec – Captiks
Parameters
INTERNAL LOAD
Prof. Mauro Testa Biomoove – Myontec
MUSCLE LOAD
MUSCLES’ IMBALANCE
POTENTIAL ACTIONS OR INTENSITY
MUSCLES METABOLIC POWER
Parameters
INTERNAL LOAD
Prof. Mauro Testa Biomoove – Myontec
MUSCLE LOAD
MUSCLES’ IMBALANCE
POTENTIAL ACTIONS OR INTENSITY
MUSCLES METABOLIC POWER
Different muscle’s activation from
anterior or posterior chains from
left to right side
Parameters
INTERNAL LOAD
Prof. Mauro Testa Biomoove – Myontec
MUSCLE LOAD
MUSCLES’ IMBALANCE
POTENTIAL ACTIONS OR INTENSITY
Description of the load during
training
MUSCLES METABOLIC POWER
Parameters
INTERNAL LOAD
Prof. Mauro Testa Biomoove – Myontec
MUSCLE LOAD
MUSCLES’ IMBALANCE
POTENTIAL ACTIONS OR INTENSITY
Describes intensity of work
MUSCLES METABOLIC POWER
Parameters
INTERNAL LOAD
Prof. Mauro Testa Biomoove – Myontec
MUSCLE LOAD
MUSCLES’ IMBALANCE
POTENTIAL ACTIONS OR INTENSITY
We quantify the power expressed
by muscle contraction
MUSCLES METABOLIC POWER
INTERNAL LOAD
Prof. Mauro Testa Biomoove – Myontec
INTERNAL LOAD
Prof. Mauro Testa Biomoove – Myontec
INTERNAL LOAD
Prof. Mauro Testa Biomoove – Myontec
INTERNAL LOAD
Prof. Mauro Testa Biomoove – Myontec
INTERNAL LOAD
Prof. Mauro Testa Biomoove – Myontec
INTERNAL LOAD
Prof. Mauro Testa Biomoove – Myontec
Captiks
EXTERNAL LOAD
Captiks is an Italian company
Captiks designs and develops wearable systems,
hardware and software, for motion capture and
motion analysis
Prof. Mauro Testa Biomoove – Myontec – Captiks
Parameters
EXTERNAL LOAD
Prof. Mauro Testa Biomoove – Myontec – Captiks
INTENSITY LEVEL
EXTERNAL LOAD
TRAINING EXECUTION MODE
STATISTICS
TRAINING VARIABILITY
Parameters
EXTERNAL LOAD
Prof. Mauro Testa Biomoove – Myontec – Captiks
INTENSITY LEVEL
EXTERNAL LOAD
TRAINING EXECUTION MODE
STATISTICS
TRAINING VARIABILITY
Amount of activity performed by
the athlete during the session
analyzed
Parameters
EXTERNAL LOAD
Prof. Mauro Testa Biomoove – Myontec – Captiks
INTENSITY LEVEL
EXTERNAL LOAD
TRAINING EXECUTION MODE
STATISTICS
TRAINING VARIABILITY
Activity distribution in 4 different
levels according to the intensity of
the gesture performed
Parameters
EXTERNAL LOAD
Prof. Mauro Testa Biomoove – Myontec – Captiks
INTENSITY LEVEL
EXTERNAL LOAD
TRAINING EXECUTION MODE
STATISTICS
TRAINING VARIABILITY
How load has been developed
describing strong short-lived activities
or strong long-lasting activities
Parameters
EXTERNAL LOAD
Prof. Mauro Testa Biomoove – Myontec – Captiks
INTENSITY LEVEL
EXTERNAL LOAD
TRAINING EXECUTION MODE
STATISTICS
TRAINING VARIABILITY Comparison of the current session
indexes of the athlete analyzed with
his typical indexes
Parameters
EXTERNAL LOAD
Prof. Mauro Testa Biomoove – Myontec – Captiks
INTENSITY LEVEL
EXTERNAL LOAD
TRAINING EXECUTION MODE
STATISTICS
TRAINING VARIABILITY
Number of characteristic events
recorded in the current session
• N° Activations
• N° Sprints
• N° Rotations
MONITORING TEST
Prof. Mauro Testa Biomoove – Myontec
We have the possibility to analyze test as hamstring test, FMS, Jump, endurance test and so on
JUMP
Prof. Mauro Testa Biomoove – Myontec – Captiks
Parameters
SACRUM-ILIAC JOINT
Prof. Mauro Testa Biomoove – Myontec
Prof. Mauro Testa Biomoove – Myontec
SACRUM-ILIAC JOINT
ENDURANCE TEST
Prof. Mauro Testa Biomoove – Myontec
ENDURANCE TEST
Prof. Mauro Testa Biomoove – Myontec
MONITORING DIFFERENT EXERCISES
Prof. Mauro Testa Biomoove – Myontec
MONITORING DIFFERENT EXERCISES
Prof. Mauro Testa Biomoove – Myontec
Complete integration
INTEGRATING INTERNAL AND EXTERNAL LOAD
Prof. Mauro Testa Biomoove – Myontec – Captiks
Evaluation for a new safety pitches
INTEGRATING INTERNAL AND EXTERNAL LOAD TO EVALUATE FIELD’S SAFETY
Prof. Mauro Testa Biomoove – Myontec – Captiks
USE CASE
Prof. Mauro Testa Biomoove – Myontec – Captiks
Action Potential
Muscle Load
Internal Load - Myontec
Cadence
Muscle Power
152 62
355257,3
µV
mVs
rpm
mV
External Load - Captiks
USE CASE
Mauro Testa Biomoove – Myontec – Captiks
External load 46,9
Rotations
Intensity level
Sprints
Activations
21%
35%
28%
16% No Act
Low Act
Mid Act
High Act
36
7
16
m/s
USE CASE
Prof. Mauro Testa Biomoove – Myontec – Captiks
Internal & External Load Fusion
Internal Load External Load 46,9m/s
57,3mVs
Prof. Mauro Testa Biomoove – Myontec – Captiks
Test Results
SESSION 1 SESSION 2 SESSION 3
External
Load
(g·s/min)
Shock
Impact
(g)
External
Load
(g·s/min)
Shock
Impact
(g)
External
Load
(g·s/min)
Shock
Impact
(g)
NATURAL 10.91
± 2.15
6.89
± 0.51
10.53
± 2.18
7.58
± 0.61
7.56
± 0.78
6.97
± 0.93
ARTIFICIAL 10.45
± 2.04
7.41
± 1.04
11.02
± 2.08
7.45
± 0.71
7.44
± 1.39
6.80
± 1.16
Difference % -4.2% +7.6% +4.7% -1.7% -1.6% -2.5%
Average values of the External Load and of the Shock Impact calculated on the 8 players for each session on both pitches. The
percentage difference of the parametersindicatesthe difference that the artificial turf expresses compared to the natural turf.
Prof. Mauro Testa Biomoove – Myontec – Captiks
PERFORMANCEINDEX
SESSION
1
SESSION
2
SESSION
3
NATURAL 64.4% 66.7% 53.6%
ARTIFICIAL 64.1% 67.3% 52.1%
Test Results
Mode of development of the average activity on 4 intensity level (high, medium, low, none) calculated in each session on the 8
playersduring the 3 matcheson the natural turf (green) and artificial turf (orange).
Prof. Mauro Testa Biomoove – Myontec – Captiks
Test Results
Trend of the average External Load (blu line) and of the average Internal Load expressed through the Muscle Load
(yellow line) calculated in each session on the 8 playersduring the 3 matcheson the natural turf and the artificial turf.
Prof. Mauro Testa Biomoove – Myontec – Captiks
Test Results
Trend of the average Shock Impact calculated in each session on the 8 playersduring the Shuttle Test deceleration phase on the
natural turf (green line) and artificial turf (orange line).
Prof. Mauro Testa Biomoove – Myontec – Captiks
Test Results
Trend of the average External Load calculated in each session on the 8 players during the 3 matches on the natural turf (green
line) and artificial turf (orange line).
Prof. Mauro Testa Biomoove – Myontec – Captiks
Test Results
OVERVIEW
External Load
(g·s/min)
Shock Impact
(g)
Muscle Load
(mVs)
NATURAL 9.67 7.14 68.39
ARTIFICIAL 9.64 7.22 63.83
Difference % -0.31% +1.04% -6.66%
Average values of the Externl Load, Shock Impact and of the Muscle Load calulated on both pitches in the 3 sessions. The
percentage difference of the parametersindicatesthe difference that the artificial turf expresses compared to the natural turf.
Biblio
• Evaluation and feasibility of the EMG garment with embedded
textile electrodes for occupational health research
Jukka Kähkönen1, Niina Lintu1, Pekka Tolvanen2, Veikko Louhevaara1
1 Institute of Biomedicine, Department of Physiology, University of Kuopio
2 Mega Electronics Ltd, Kuopio, Finland
• Measurement of EMG activity with textile electrodes embedded
into clothing
T Finni1,4, M Hu2, 3, P Kettunen1, T Vilavuo1 and S Cheng2
1 Neuromuscular Research Center, Department of Biology of Physical Activity, PO
Box 35 (VIV), FI-40014 University of Jyväskylä, Finland
2 Department of Health Sciences, University of Jyväskylä
3 Guangzhou Institute of Physical Education, China
Biblio
Ventilatory threshold during incremental running can
be estimated using EMG shorts
Olli Tikkanen1,2,3, MinHu4,5, Toivo Vilavuo1, Pekka Tolvanen6,
Sulin Cheng4 and Taija Finni1
1 Neuromuscular Research Center, Department of Biology of Physical Activity,
University of Jyv¨askyl¨a, Finland
2 Mega Electronics Ltd, Kuopio, Finland
3 Pajulahti Sports Center, Finland
4 Department of Health Sciences, University of Jyv¨askyl¨a, Finland
5 Guangzhou Institute of Physical Education, People’s Republic of China
6 Myontec Ltd, Kuopio, Finland
E-mail: olli.tikkanen@megaemg.com
Received 1 May 2011, accepted for publication 3 February 2012
Published 15 March 2012
Online at stacks.iop.org/PM/33/603
REFERENCES
ARTICLES
Prof. Mauro Testa Biomoove – Myontec
REFERENCES
CONTACTS
WWW.BIOMOOVE.COM
INFO@BIOMOOVE.COM
Prof. Mauro Testa Biomoove – Myontec – Captiks

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Internal and external load in biomechanics

  • 1. Biomechanic analysis For sport performance Prof. Mauro Testa Biomoove
  • 2. SPORT INTRODUCTION BEHIND THE PERFORMANCE Evaluation of standard movements Use of the Myontec’s tools in recovery Analysis of training load Monitoring test Monitoring different exercises Comparing internal external load Prof. Mauro Testa Biomoove – Myontec
  • 3. Myontec INTERNAL LOAD Myontec is a Finnish company Myontec designs and develops wearable systems, hardware and software, for sports analysis and performance evaluation Prof. Mauro Testa Biomoove – Myontec
  • 4. Overview INTRODUCTION Wearable technologies help biomechanics and coaches to monitor athletes without their cooperation in a non-invasive way Wearable technologies allow continuous training sessions without interruptions It is possible to prevent injuries by monitoring athletes during their training sessions Myontec is comfortable and reliable Prof. Mauro Testa Biomoove – Myontec
  • 5. Overview MYONTEC’S ADVANTAGES Myontec’s products are easy to wear It’s impossible to fail sensors position Sweat it’s not a problem The hair does not bother the signal The possibility to link electromyographic signals (internal load) with inertial sensors (external load) Prof. Mauro Testa Biomoove – Myontec
  • 6. Overview WHAT WE READ We analyze not a singular muscle but the FUNCTIONAL UNITS Prof. Mauro Testa Biomoove – Myontec
  • 7. Overview EVALUATION OF STANDARD MOVEMENTS Prof. Mauro Testa Biomoove – Myontec • As biofeedback • In postural analysis Evaluate standard movements in static or dinamic situation
  • 8. MEASURE - OBSERVATION Prof. Mauro Testa Biomoove – Myontec
  • 9. MEASURE - OBSERVATION Prof. Mauro Testa Biomoove – Myontec
  • 10. MEASURE - OBSERVATION Prof. Mauro Testa Biomoove – Myontec
  • 11. MEASURE - OBSERVATION Prof. Mauro Testa Biomoove – Myontec
  • 12. MEASURE - OBSERVATION Prof. Mauro Testa Biomoove – Myontec
  • 13. MEASURE - OBSERVATION Prof. Mauro Testa Biomoove – Myontec
  • 14. Overview MEASURE - OBSERVATION Prof. Mauro Testa Biomoove – Myontec
  • 15. Overview USE OF THE MYONTEC’S TOOLS IN RECOVERY Prof. Mauro Testa Biomoove – Myontec
  • 16. Overview TRAINING LOAD ANALYSIS Prof. Mauro Testa Biomoove – Myontec Means evaluate by sensor any changes during training and its cost Which side of the body is more spreadly used? Do we have some non balance situation?
  • 17. Systems ARCHITECTURE CHEST DEVICE EXTERNAL LOAD HIP DEVICE INTERNAL LOAD Prof. Mauro Testa Biomoove – Myontec
  • 18. Overview MEASURE - OBSERVATION Prof. Mauro Testa Biomoove – Myontec – Captiks
  • 19. Parameters INTERNAL LOAD Prof. Mauro Testa Biomoove – Myontec MUSCLE LOAD MUSCLES’ IMBALANCE POTENTIAL ACTIONS OR INTENSITY MUSCLES METABOLIC POWER
  • 20. Parameters INTERNAL LOAD Prof. Mauro Testa Biomoove – Myontec MUSCLE LOAD MUSCLES’ IMBALANCE POTENTIAL ACTIONS OR INTENSITY MUSCLES METABOLIC POWER Different muscle’s activation from anterior or posterior chains from left to right side
  • 21. Parameters INTERNAL LOAD Prof. Mauro Testa Biomoove – Myontec MUSCLE LOAD MUSCLES’ IMBALANCE POTENTIAL ACTIONS OR INTENSITY Description of the load during training MUSCLES METABOLIC POWER
  • 22. Parameters INTERNAL LOAD Prof. Mauro Testa Biomoove – Myontec MUSCLE LOAD MUSCLES’ IMBALANCE POTENTIAL ACTIONS OR INTENSITY Describes intensity of work MUSCLES METABOLIC POWER
  • 23. Parameters INTERNAL LOAD Prof. Mauro Testa Biomoove – Myontec MUSCLE LOAD MUSCLES’ IMBALANCE POTENTIAL ACTIONS OR INTENSITY We quantify the power expressed by muscle contraction MUSCLES METABOLIC POWER
  • 24. INTERNAL LOAD Prof. Mauro Testa Biomoove – Myontec
  • 25. INTERNAL LOAD Prof. Mauro Testa Biomoove – Myontec
  • 26. INTERNAL LOAD Prof. Mauro Testa Biomoove – Myontec
  • 27. INTERNAL LOAD Prof. Mauro Testa Biomoove – Myontec
  • 28. INTERNAL LOAD Prof. Mauro Testa Biomoove – Myontec
  • 29. INTERNAL LOAD Prof. Mauro Testa Biomoove – Myontec
  • 30. Captiks EXTERNAL LOAD Captiks is an Italian company Captiks designs and develops wearable systems, hardware and software, for motion capture and motion analysis Prof. Mauro Testa Biomoove – Myontec – Captiks
  • 31. Parameters EXTERNAL LOAD Prof. Mauro Testa Biomoove – Myontec – Captiks INTENSITY LEVEL EXTERNAL LOAD TRAINING EXECUTION MODE STATISTICS TRAINING VARIABILITY
  • 32. Parameters EXTERNAL LOAD Prof. Mauro Testa Biomoove – Myontec – Captiks INTENSITY LEVEL EXTERNAL LOAD TRAINING EXECUTION MODE STATISTICS TRAINING VARIABILITY Amount of activity performed by the athlete during the session analyzed
  • 33. Parameters EXTERNAL LOAD Prof. Mauro Testa Biomoove – Myontec – Captiks INTENSITY LEVEL EXTERNAL LOAD TRAINING EXECUTION MODE STATISTICS TRAINING VARIABILITY Activity distribution in 4 different levels according to the intensity of the gesture performed
  • 34. Parameters EXTERNAL LOAD Prof. Mauro Testa Biomoove – Myontec – Captiks INTENSITY LEVEL EXTERNAL LOAD TRAINING EXECUTION MODE STATISTICS TRAINING VARIABILITY How load has been developed describing strong short-lived activities or strong long-lasting activities
  • 35. Parameters EXTERNAL LOAD Prof. Mauro Testa Biomoove – Myontec – Captiks INTENSITY LEVEL EXTERNAL LOAD TRAINING EXECUTION MODE STATISTICS TRAINING VARIABILITY Comparison of the current session indexes of the athlete analyzed with his typical indexes
  • 36. Parameters EXTERNAL LOAD Prof. Mauro Testa Biomoove – Myontec – Captiks INTENSITY LEVEL EXTERNAL LOAD TRAINING EXECUTION MODE STATISTICS TRAINING VARIABILITY Number of characteristic events recorded in the current session • N° Activations • N° Sprints • N° Rotations
  • 37. MONITORING TEST Prof. Mauro Testa Biomoove – Myontec We have the possibility to analyze test as hamstring test, FMS, Jump, endurance test and so on
  • 38. JUMP Prof. Mauro Testa Biomoove – Myontec – Captiks
  • 39. Parameters SACRUM-ILIAC JOINT Prof. Mauro Testa Biomoove – Myontec
  • 40. Prof. Mauro Testa Biomoove – Myontec SACRUM-ILIAC JOINT
  • 41. ENDURANCE TEST Prof. Mauro Testa Biomoove – Myontec
  • 42. ENDURANCE TEST Prof. Mauro Testa Biomoove – Myontec
  • 43. MONITORING DIFFERENT EXERCISES Prof. Mauro Testa Biomoove – Myontec
  • 44. MONITORING DIFFERENT EXERCISES Prof. Mauro Testa Biomoove – Myontec
  • 45. Complete integration INTEGRATING INTERNAL AND EXTERNAL LOAD Prof. Mauro Testa Biomoove – Myontec – Captiks
  • 46. Evaluation for a new safety pitches INTEGRATING INTERNAL AND EXTERNAL LOAD TO EVALUATE FIELD’S SAFETY Prof. Mauro Testa Biomoove – Myontec – Captiks
  • 47. USE CASE Prof. Mauro Testa Biomoove – Myontec – Captiks Action Potential Muscle Load Internal Load - Myontec Cadence Muscle Power 152 62 355257,3 µV mVs rpm mV
  • 48. External Load - Captiks USE CASE Mauro Testa Biomoove – Myontec – Captiks External load 46,9 Rotations Intensity level Sprints Activations 21% 35% 28% 16% No Act Low Act Mid Act High Act 36 7 16 m/s
  • 49. USE CASE Prof. Mauro Testa Biomoove – Myontec – Captiks Internal & External Load Fusion Internal Load External Load 46,9m/s 57,3mVs
  • 50. Prof. Mauro Testa Biomoove – Myontec – Captiks Test Results SESSION 1 SESSION 2 SESSION 3 External Load (g·s/min) Shock Impact (g) External Load (g·s/min) Shock Impact (g) External Load (g·s/min) Shock Impact (g) NATURAL 10.91 ± 2.15 6.89 ± 0.51 10.53 ± 2.18 7.58 ± 0.61 7.56 ± 0.78 6.97 ± 0.93 ARTIFICIAL 10.45 ± 2.04 7.41 ± 1.04 11.02 ± 2.08 7.45 ± 0.71 7.44 ± 1.39 6.80 ± 1.16 Difference % -4.2% +7.6% +4.7% -1.7% -1.6% -2.5% Average values of the External Load and of the Shock Impact calculated on the 8 players for each session on both pitches. The percentage difference of the parametersindicatesthe difference that the artificial turf expresses compared to the natural turf.
  • 51. Prof. Mauro Testa Biomoove – Myontec – Captiks PERFORMANCEINDEX SESSION 1 SESSION 2 SESSION 3 NATURAL 64.4% 66.7% 53.6% ARTIFICIAL 64.1% 67.3% 52.1% Test Results Mode of development of the average activity on 4 intensity level (high, medium, low, none) calculated in each session on the 8 playersduring the 3 matcheson the natural turf (green) and artificial turf (orange).
  • 52. Prof. Mauro Testa Biomoove – Myontec – Captiks Test Results Trend of the average External Load (blu line) and of the average Internal Load expressed through the Muscle Load (yellow line) calculated in each session on the 8 playersduring the 3 matcheson the natural turf and the artificial turf.
  • 53. Prof. Mauro Testa Biomoove – Myontec – Captiks Test Results Trend of the average Shock Impact calculated in each session on the 8 playersduring the Shuttle Test deceleration phase on the natural turf (green line) and artificial turf (orange line).
  • 54. Prof. Mauro Testa Biomoove – Myontec – Captiks Test Results Trend of the average External Load calculated in each session on the 8 players during the 3 matches on the natural turf (green line) and artificial turf (orange line).
  • 55. Prof. Mauro Testa Biomoove – Myontec – Captiks Test Results OVERVIEW External Load (g·s/min) Shock Impact (g) Muscle Load (mVs) NATURAL 9.67 7.14 68.39 ARTIFICIAL 9.64 7.22 63.83 Difference % -0.31% +1.04% -6.66% Average values of the Externl Load, Shock Impact and of the Muscle Load calulated on both pitches in the 3 sessions. The percentage difference of the parametersindicatesthe difference that the artificial turf expresses compared to the natural turf.
  • 56. Biblio • Evaluation and feasibility of the EMG garment with embedded textile electrodes for occupational health research Jukka Kähkönen1, Niina Lintu1, Pekka Tolvanen2, Veikko Louhevaara1 1 Institute of Biomedicine, Department of Physiology, University of Kuopio 2 Mega Electronics Ltd, Kuopio, Finland • Measurement of EMG activity with textile electrodes embedded into clothing T Finni1,4, M Hu2, 3, P Kettunen1, T Vilavuo1 and S Cheng2 1 Neuromuscular Research Center, Department of Biology of Physical Activity, PO Box 35 (VIV), FI-40014 University of Jyväskylä, Finland 2 Department of Health Sciences, University of Jyväskylä 3 Guangzhou Institute of Physical Education, China Biblio Ventilatory threshold during incremental running can be estimated using EMG shorts Olli Tikkanen1,2,3, MinHu4,5, Toivo Vilavuo1, Pekka Tolvanen6, Sulin Cheng4 and Taija Finni1 1 Neuromuscular Research Center, Department of Biology of Physical Activity, University of Jyv¨askyl¨a, Finland 2 Mega Electronics Ltd, Kuopio, Finland 3 Pajulahti Sports Center, Finland 4 Department of Health Sciences, University of Jyv¨askyl¨a, Finland 5 Guangzhou Institute of Physical Education, People’s Republic of China 6 Myontec Ltd, Kuopio, Finland E-mail: olli.tikkanen@megaemg.com Received 1 May 2011, accepted for publication 3 February 2012 Published 15 March 2012 Online at stacks.iop.org/PM/33/603 REFERENCES ARTICLES Prof. Mauro Testa Biomoove – Myontec