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Physical Activity Algorithm / Data Science

I am doing a research project on the accuracy of physically activity trackers on iPhone. The purpose is develop an algorithm that can determine that a recorded physical step (steps people take when moving around) are valid steps - meaning they were actually walked by the user and not a dog or put on a machine of some kind that vibrates the phone and tricks it into recording a step.

Givens:

We know the users: Age, Height, Weight and Sex.

We know the reported number of steps the device has recorded for a given time range (A step record).

Data We Have Access To:

Core Motion sensor data which includes, raw accelerometer, gyroscope , pedometer etc. (A complete list can be found here: [login to view URL]). We can access this data for the same time range as mentioned above.

We DO NOT have access to any GPS or location data.

Job:

Develop an algorithm that can reasonably determine if any given step record consists of valid steps using the fixed data pints we know (age, height, weight and sex and number of reported steps) and analyzing it against the sensor data we have access to. Bonus if this can be turned into C# code or method so it can be implemented in a mobile app.

Evner: iPhone, Genetic Algorithms, C# Programmering, Datavidenskab

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Om arbejdsgiveren:
( 0 bedømmelser ) Nashville, United States

Projekt ID: #31930074

Tildelt til:

AlgoHut

Your project looks very interesting. The approach that we aim to take in this project is as follows. 1. We will process the raw sensor data (mainly accelerometer) by using a combination of low-pass filtering and spect Flere

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7 freelancere byder i gennemsnit $400 timen for dette job

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liveexperts123

Hi there, I have read your project description and i'm confident i can do this project for you perfectly.I still have a few questions. please leave a message on my chat so we can discuss the budget and deadline of the Flere

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hsh564cf84accd96

We will do your work I am writing this proposal in order to work for you in Software and Web Development. We are highly trained professional developers seeking to freelance and earn online. Having a flair in programm Flere

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yuriisevostiano5

Hi Sir!! I am an experienced Android & IOS Developer and have developed many android apps according to the requirements of the clients. I have a great command on Java, C# & Php language. Since 4 years, My expertise is Flere

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Valuesolutions

Hello, I hope this finds you well. I have just seen your project requiring; iPhone C# Programming Data Science Genetic Algorithms I believe that my 10-year experience in this field is what you need right away. Avoid Flere

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