low cost waist line circumference health management belt
TRANSCRIPT
Wayne State University
ROEU 2017-18 Research Opportunities for EngineeringUndergraduates (ROEU) Program
1-1-2018
Low Cost Waist Line Circumference HealthManagement BeltRaghav TalrejaWayne State University, [email protected]
This Poster is brought to you for free and open access by the Research Opportunities for Engineering Undergraduates (ROEU) Program atDigitalCommons@WayneState. It has been accepted for inclusion in ROEU 2017-18 by an authorized administrator ofDigitalCommons@WayneState.
Recommended CitationTalreja, Raghav, "Low Cost Waist Line Circumference Health Management Belt" (2018). ROEU 2017-18. 5.https://digitalcommons.wayne.edu/roeu_2017-18/5
College of EngineeringCollege of Engineering
Flow Chart of Signal Processing
Thank you to the ROEU Program, College of Engineering, the Biomedical Engineering Department, and Dr. Avanaki for their continued support
Opportunity & Significance
§ 1/3 of American population is obese or near obese
§ $150 billion spent in weight management
§ Current devices are expensive and niche products designed for health enthusiasts
Results
Related Work § Nothing like this at WSU§ Similar belt concept by Welt
but over $200
Advisor: Mohammad Avanaki, Ph.D. Biomedical EngineeringStudent: Raghav Talreja
User Wearing Prototype
-0.5
0
0.5
1
1.5
2
2.5
3
1.1 1.4 1.6 2 2.3 2.9 3.6
Chan
ge in
For
ce
Change in Waist Circumference (cm)
Change in Waist Circumference vs. Change in Force
Force 1 Force 2 Force 3 F1 Trendline F2 Trendline F3 Trendline
Force 1: R² = 0.8203y = -0.0003x3 + 0.0112x2 - 0.0402x + 0.8539Force 2: R² = 0.8257y = 0.0001x3 - 0.0052x2 + 0.0833x + 0.2716Force 3: R² = 0.9196 y = 6E-05x3 - 0.0031x2 + 0.1834x -0.2719
Equations Derived from Data Collection
Simulated iOS Data Collection Application
Circuit Schematic
Force Sensor Schematic
Sample Data Processing
Original New Change in Force (%)
Change (cm) Force 1 Force 2 Force 3 Force 1 Force 2 Force 3 Force 1 Force 2 Force 3
1.10 517 50 332 952 69 359 0.84 0.38 0.08
1.50 1036 51 1374 2011 77 1758 0.94 0.52 0.28
2.00 3164 59 2593 6802 109 6508 1.15 0.84 1.51
2.30 3963 58 4127 10620 98 11431 1.68 0.69 1.77
2.70 17261 168 38261 51094 289 102158 1.96 0.72 1.67
3.10 17372 180 39675 64625 344 152749 2.72 0.91 2.85
Planned Neural Network Implementation
Design User Needs§ Lightweight and compact§ Aesthetically pleasing§ Little to no user input required
Future Development § Implementing neural network code§ Custom board to miniaturize belt§ Mobile application development
Commercialization Plan§ Implementing it in a Mobile app § Patent filing: Plan to work with WSU
Tech. Commercialization office
References§ Moore, Michael. “Samsung
Launched Its First Smart BELT.”, Express.co.uk, 6 Sept. 2016
Methods Future Results