Project
# | Title | Team Members | TA | Documents | Sponsor |
---|---|---|---|---|---|
2 | LiftSense - Olympic Lifting Technique Analyzer |
Chase Johnston Ethan Filzone Rohin Kumar |
Jonathan Hoff | design_document1.pdf final_paper1.pdf photo1.JPG presentation1.pptx proposal1.pdf |
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# Team Members (NetID): Rohin Kumar (rohink2) | Chase Johnston (clj2) | Ethan Filzone (efilzo2@illinois.edu) # Problem: Olympic Lifting is a sport that comprises of two lifts. The Clean & Jerk and the Snatch. The Clean & Jerk is the movement of a barbell from the ground to the shoulders, then from the shoulders to overhead. The Snatch is the movement of a barbell from the ground to overhead in one movement. Both of these lifts require a very high level of technique and years of practice to master. The optimal technique for these lifts is to for the barbell to travel at a 180 degree angle from the ground to overhead without any deviation. In addition, it is imperative to accelerate the barbell as fast as possible between the 1st pull (From the ground to above the knee) to the 2nd pull (From the knee to either the shoulders or overhead). All this must be done while maintaining a high velocity on the barbell throughout both the 1st & 2nd pull of the lift. # Solution Overview: We plan on creating two lightweight attachments equipped with a high performance IMU to achieve the metrics that we plan on collecting. These metrics are the path of the barbell, velocity and acceleration. All of these metrics will be collected as a function of time (ie: 1 Clean & Jerk or 1 Snatch). These lightweight attachments are planned to be attached onto the weightlifting clips. The reason being the weight will be evenly distributed on both sides as well as these attachments will be a minimal hindrance to the lifter (ie: The attachment is not in the line of sight of the lifter - not in between the weights, but on the outside of the weights). All of the data gathered from the sensors will be processed and displayed on a simple phone application that will allow olympic lifters to receive instantaneous feedback of each lift in near real time. # Uniqueness/Differentiators: This idea has almost never been done before. The only similar competitor in this space is an Android application called “Barsense Weightlifting Log”. This application tracks the barbell path as well as velocity. However, the application uses computer vision algorithms rather than sensors to gather these metrics. Using computer vision algorithms for a task like this versus actual sensors will certainly lead to inaccuracies in the velocity and acceleration metrics for this application. In addition, the app currently seems to not be working for many users as indicated by its three star review. # Solution Components: ## Sensor Subsystem: Two IMU sensors to capture acceleration, velocity, and position information from each clip attachment. ## Processing Subsystem: Internal micro-controller for A/D conversion and other light data processing. Will be used to manage communication if needed Bluetooth to send data from micro-controller to external server. ## Power Subsystem: Manages output from wall adapter to appropriate power levels to charge small lithium ion batteries (handles overcharge/battery protection).Indicators for charging/full charge.Converts battery power to required sensor, micro-controller, and communication module demands. ## Front-End Application: Data is further processed from server and presented to the user quickly ( < 2 minutes) and in meaningful/useful way. # Criterion For Success: ## Hardware: The Olympic Lifting Technique Analyzer accurately tracks the barbell path throughout the course of one entire lift. The velocity and acceleration metrics are accurate in conjunction with the current position of the barbell. ## Software: These metrics will be displayed on a simple Android application for Olympic Lifters to receive feedback on their lifts within a couple of minutes (< 2). ## Design: The attachments will not interfere with the Olympic Lifter during the actual lift itself. This means the weight of the attachments must be roughly equal on both sides (< 1 Pound deviation in weight between the attachments). The attachments must be out of the line of sight of the lifter. |