BME100 f2015:Group10 8amL3: Difference between revisions

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=LAB 3B WRITE-UP=
=LAB 3B WRITE-UP=


==Target Population and Need==<br><br>
==Target Population and Need==  
Our product is an insole for shoes that acts as both a pedometer and a pressure sensor for feet. Our target population would mainly be athletic runners, as this device would be helpful especially for gauging the pressure of their feet to identify whether they are running incorrectly.


Our product, SmartSole, is an insole for shoes that acts as both a pedometer and a pressure sensor for feet. Our target population would mainly be athletic runners, as this device would be helpful especially for gauging the pressure of their feet to identify if they are running incorrectly. SmartSole would also be helpful for people going through podiatric therapy or people with walking issues. Not only would SmartSole help correct their walking patterns, but their step and pressure information would be able to be shared with doctors through a cellphone app. The easy-accessibility of this information is a convenient, innovative way for consumers to constantly monitor their walking patterns.


<br><br>
[[Image:Problem_Understanding_Form_G10.JPG‎|500px|Description of image]]


<br><br>
<br><br>


==Device Design==
==Device Design==
 
SmartSole has a sleek design that comes in many sizes and can easily slip into any shoe. The insole comes with multiple built-in pressure sensors to measure the pressure of the entire foot. <br>
 
[[Image:Shoe2.PNG‎|300px|Aerial view of the SmartSole. 5 pressure sensors (orange patches) are evenly dispersed on the insole.]]<br>
Aerial view of the SmartSole. 5 pressure sensors (orange patches) are evenly dispersed on the insole.<br>
[[Image:Shoe1.PNG‎|300px|Side view of the SmartSole (1).]][[Image:Shoe3.PNG‎|300px|Side view of the SmartSole (2).]]<br>
Side view of the SmartSole. <br>
[[Image:Shoe4.PNG‎‎|300px|Rear view of the SmartSole.]]<br>
Rear view of the SmartSole.<br>
[[Image:Shoe5.PNG‎|300px|Front view of the SmartSole.]]<br>
Front view of the SmartSole.<br>
[[Image:Shoe6.PNG‎‎|300px|Bottom view of the SmartSole.]]<br>
Bottom view of the SmartSole.<br>
[[Image:Shoe8.PNG‎|300px|The sleek design of the SmartSole allows it to easily slip into any shoe type.]]<br>
The sleek design of the SmartSole allows it to easily slip into any shoe type.




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==Inferential Statistics==
==Inferential Statistics==
'''Number of Steps''': <br>
'''Number of Steps''': <br>
'''Gold Standard (HTC Vive): <br>
[[Image:Steps_Data_Set.JPG|350px|Description of image]]<br>
*Average: 183.9333333 steps<br>
 
*Standard Deviation: 127.6040005 steps<br>
 
*Standard Error: 42.35721111 steps<br>
<br>
*Count: 15<br>
<br>
'''SmartSole''' <br>
'''Pressure (Ball)''': <br>
*Average: 183.6666667 steps<br>
[[Image:Pressure_(Ball)_Data_Set.JPG|500px|Description of image]]<br>
*Standard Deviation: 126.8259024 steps<br>
 
*Standard Error: 42.17463693 steps<br>
 
*Count: 15<br>
 
[[Image:BME100_Group10_Steps.jpg|500px|]]<br>
<br>
<br>
<br>
'''Pressure (ball)''': <br>
'''Pressure (Heel)''': <br>
'''Gold Standard (Foot Plantar Measurement System):<br>
[[Image:Pressure_(Heel)_Data_Set.JPG|500px|Description of image]]<br>
*Average: 389.5333333 kPa<br>
 
*Standard Deviation: 23.81436141 kPa<br>
 
*Standard Error: 3.103761159 kPa<br>
*Count: 15<br>
'''SmartSole''' <br>
*Average: 389.7333333 kPa<br>
*Standard Deviation: 23.56591566 kPa<br>
*Standard Error: 2.738612788 kPa<br>
*Count: 15<br>
[[Image:BME100_Group10_Ball.jpg|500px|]]<br>
<br>
<br>
'''Pressure (heel)''': <br>
'''Gold Standard (Foot Plantar Measurement System):<br>
*Average: 396.8666667 kPa<br>
*Standard Deviation: 20.04589971 kPa<br>
*Standard Error: 2.19089023 kPa<br>
*Count: 15<br>
'''SmartSole''' <br>
*Average: 397 kPa<br>
*Standard Deviation: 19.32799598 kPa<br>
*Standard Error: 3.834057903 kPa<br>
*Count: 15<br>
<br>
<br>
'''Pressure (outer side)''': <br>
'''Pressure (Outer Side)''': <br>
'''Gold Standard (Foot Plantar Measurement System):<br>
[[Image:Pressure_(Outer_Side)_Data_Set.JPG|500px|Description of image]]<br>
*Average: 112.4 kPa<br>
 
*Standard Deviation: 59.43039146 kPa<br>
 
*Standard Error: 25.92553439 kPa<br>
 
*Count: 15<br>
'''SmartSole''' <br>
*Average: 112.7333333 kPa<br>
*Standard Deviation: 58.90363397 kPa<br>
*Standard Error: 25.56038602 kPa<br>
*Count: 15<br>
<br><br>
<br><br>


==Graph==
==Graph==
'''Number of Steps:'''<br>
[[Image:BME100_Group10_Steps.jpg|500px|]]<br>


The graphs of the two data sets show that there is no significant difference between the two devices. This is because the p-value (0.995460375) is greater than 0.5. This proves that the SmartSole is just as reliable as the HTC Vive in counting the number of steps taken. <br><br>


[[Image:BME100_Group10_Scatter_Steps.jpg‎|500px|]] <br>
Pearson's R Coefficient= 0.999976923
<br>
<br>
<br>
<br>
'''Pressure (Ball):'''<br>
[[Image:BME100_Group10_Ball.jpg|500px|]]<br>


The graphs of the two data sets show that there is no significant difference between the two devices. This is because the p-value (0.981718567) is greater than 0.5. This proves that the SmartSole is just as reliable as the Foot Plantar Measurement System in measuring the pressure of the ball of the foot. <br><br>


[[Image:BME100_Group10_Scatter_Ball.jpg‎|500px|]] <br>
Pearson's R Coefficient= 0.998374942
<br>
<br>
<br>
<br>
'''Pressure (Heel):'''<br>
[[Image:BME100_Group10_Heel.jpg|500px|]]<br>
The graphs of the two data sets show that there is no significant difference between the two devices. This is because the p-value (0.985335871) is greater than 0.5. This proves that the SmartSole is just as reliable as the Foot Plantar Measurement System in measuring the pressure of the heel of the foot. <br><br>
[[Image:BME100_Group10_Scatter_Heel.jpg‎|500px|]] <br>
Pearson's R Coefficient= 0.992762336
<br>
<br>
<br>
<br>
'''Pressure (Outer Side):'''<br>
[[Image:BME100_Group10_Side.jpg|500px|]]<br>


The graphs of the two data sets show that there is no significant difference between the two devices. This is because the p-value (0.987799691) is greater than 0.5. This proves that the SmartSole is just as reliable as the Foot Plantar Measurement System in measuring the pressure of the outer side of the foot. <br><br>


[[Image:BME100_Group10_Scatter_Outer_Side.jpg‎|500px|]] <br>
Pearson's R Coefficient= 0.999903603
<br><br>
<br><br>

Latest revision as of 19:14, 6 October 2015

BME 100 Fall 2015 Home
People
Lab Write-Up 1 | Lab Write-Up 2 | Lab Write-Up 3
Lab Write-Up 4 | Lab Write-Up 5 | Lab Write-Up 6
Course Logistics For Instructors
Photos
Wiki Editing Help


OUR TEAM

Name: Amity Jackson
Name: Jose Luis Rivera
Name: Jarrett Eshima
Name: Katarina Junio
Name: Sheldon Cummings
Name: Diba Pourazar

LAB 3A WRITE-UP

Descriptive Statistics

Heart Rate Results:
Gold Standard:

  • Average: 95.65994236 bpm
  • Standard Deviation: 23.04242589 bpm
  • Standard Error: 1.240562508 bpm
  • Count: 345

Spree

  • Average: 96.7942029 bpm
  • Standard Deviation: 23.45036745 bpm
  • Standard Error: 1.262525343 bpm
  • Count: 345



Temperature Results:
Gold Standard:

  • Average: 97.27482759 degrees F
  • Standard Deviation: 1.023957194 degrees F
  • Standard Error: 0.05273647851 degrees F
  • Count: 377

Spree

  • Average: 98.79310345 degrees F
  • Standard Deviation: 1.19825013 degrees F
  • Standard Error: 0.06171302144 degrees F
  • Count: 377




Results

Description of image

Description of image



Analysis

Heart Rate
T-Test: 0.5212420626
Pearson's R: 0.6598688743

For the heart rate, the T-test showed that there was no significant difference among the means of the blood pressure cuff and the Spree headband, as the p-value was greater than 0.05. The Pearson's R showed that there was a weak positive correlation between the variables. A T-test was used because there were only two sample groups being compared.

Temperature
T-Test: 2.16986E-64
Pearson's R: 0.1962487134

For the heart rate, the T-test showed that there was an extremely significant difference among the means of the thermometer and the Spree headband, as the p-value was much smaller than 0.05. The Pearson's R showed that there was very little correlation between the variables. A T-test was used because there were only two sample groups being compared.





Summary/Discussion

When analyzing the equipment used for the experiment, a few flaws were recorded. The most apparent flaw with the Spree technology was its inability to give a numerical statistic for the body temperature reading. Temperature was given in "levels" which was unhelpful when trying to analyze the difference between the thermometer and the Spree temperature readings. The second flaw recorded was with the Blood Pressure Cuff. The equipment had to be held in a very specific manner for it to record temperature and heart rate properly. Occasionally, there would be incorrect readings from the cuff because of the way it was held.

Recommendations for a future, improved spree product include: implementation of a temperature reading device that outputs body temperature in degrees Fahrenheit, using a fabric instead of the rubber/plastic material to improve comfort and the ability for the device to stay on the head, and implementing a way to collect sweat and preventing it from getting between the material.




LAB 3B WRITE-UP

Target Population and Need

Our product, SmartSole, is an insole for shoes that acts as both a pedometer and a pressure sensor for feet. Our target population would mainly be athletic runners, as this device would be helpful especially for gauging the pressure of their feet to identify if they are running incorrectly. SmartSole would also be helpful for people going through podiatric therapy or people with walking issues. Not only would SmartSole help correct their walking patterns, but their step and pressure information would be able to be shared with doctors through a cellphone app. The easy-accessibility of this information is a convenient, innovative way for consumers to constantly monitor their walking patterns.



Description of image



Device Design

SmartSole has a sleek design that comes in many sizes and can easily slip into any shoe. The insole comes with multiple built-in pressure sensors to measure the pressure of the entire foot.
Aerial view of the SmartSole. 5 pressure sensors (orange patches) are evenly dispersed on the insole.
Aerial view of the SmartSole. 5 pressure sensors (orange patches) are evenly dispersed on the insole.
Side view of the SmartSole (1).Side view of the SmartSole (2).
Side view of the SmartSole.
Rear view of the SmartSole.
Rear view of the SmartSole.
Front view of the SmartSole.
Front view of the SmartSole.
Bottom view of the SmartSole.
Bottom view of the SmartSole.
The sleek design of the SmartSole allows it to easily slip into any shoe type.
The sleek design of the SmartSole allows it to easily slip into any shoe type.




Inferential Statistics

Number of Steps:
Description of image




Pressure (Ball):
Description of image




Pressure (Heel):
Description of image




Pressure (Outer Side):
Description of image




Graph

Number of Steps:

The graphs of the two data sets show that there is no significant difference between the two devices. This is because the p-value (0.995460375) is greater than 0.5. This proves that the SmartSole is just as reliable as the HTC Vive in counting the number of steps taken.


Pearson's R Coefficient= 0.999976923



Pressure (Ball):

The graphs of the two data sets show that there is no significant difference between the two devices. This is because the p-value (0.981718567) is greater than 0.5. This proves that the SmartSole is just as reliable as the Foot Plantar Measurement System in measuring the pressure of the ball of the foot.


Pearson's R Coefficient= 0.998374942



Pressure (Heel):

The graphs of the two data sets show that there is no significant difference between the two devices. This is because the p-value (0.985335871) is greater than 0.5. This proves that the SmartSole is just as reliable as the Foot Plantar Measurement System in measuring the pressure of the heel of the foot.


Pearson's R Coefficient= 0.992762336



Pressure (Outer Side):

The graphs of the two data sets show that there is no significant difference between the two devices. This is because the p-value (0.987799691) is greater than 0.5. This proves that the SmartSole is just as reliable as the Foot Plantar Measurement System in measuring the pressure of the outer side of the foot.


Pearson's R Coefficient= 0.999903603