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Projets Objets Connectés et Services (OCS)
GROUP GR13
MAIN INFORMATIONS about the Project
MEMBERS
Title of the Project : Light Sensor to Weather
Name of the members of the Group
- ALFONSI
- Martin
- IHM
- alfonsi@polytech.unice.fr
- VICARD
- Axel
- IHM
- vicard@polytech.unice.fr
Equipments
- Marque et type de votre téléphone : NOKIA LUMIA
- Téléphone personnel : NON
- IMEI : 356355051357562
Content of the Project
Our project aims is to detect the current weather using the Windows Phone's Light Sensor combine to the current time.
To gather data from the Light Sensor, we use the LightSensor class from the Windows.Devices.Sensors namespace, which is available since Windows Phone 8.1 SDK is up. This class returns the ambient-light reading as a LUX value. To get the current time, we also use the DateTime class from the System namespace. For our detection we round the current time to the below hour.
To get the weather from these values, we use a neural network. To create this neural network with use the alglib library . We trained this neural network with several values which respect these hypothesis :
- dark indoor : 0-50 lux, from 7am to 6pm
- very cloudy : 51-5000 lux, from 7am to 6pm
- sunny with some cloud : 5001-30000 lux, from 7am to 6pm
- sunset : 10001-30000 lux, at 6pm
- sunny without cloud : 30001-100000 lux, from 7am to 6pm
- moonless night : 0-10 lux, from 7pm to 6am
- fullmoon night : 11-50 lux, from 7pm to 6am
- home light : 51-100000 lux, from 7pm to 6am
- sunrise : 10001-30000 lux, at 6am
quelques lignes sur le projet
indiquer les données collectées sur le téléphone, le nom de l'API et du namespace .Net pour cela
indiquer les informations que vous voulez obtenir après traitement (classification …) des données collectées
indiquer la manière dont vous présenterez les informations obtenues à l'utilisateur
indiquer si vous souhaitez utiliser les informations obtenues pour d'autres fonctionnalités comme des actions sur votre téléphone
SOFTWARE PACKAGES of the Project
- README File
an README file to explain all you install from Visual Studio 2013 SP2 with the SDK WP8.0 or later, to deploy and execute your project on the Windows Phone
- Project zip file
add the zip file of the Project
- All required softwares
Put all the links and explanations to install and to configure required softwares, before your WP8.X C# project
HOW TO USE IT
here write step by step how to use your project you can add copies of screen in it
RESULTS
Write a summary of the main results of the project
Optionnal but considered in the evaluation : An 2 pages ACM paper on your results
Optionnal but considered in the evaluation
if you finnd enough time, you can write a 2 pages paper about your project in a professional ACM format. This paper will be submitted to other researchers in the field and perhaps to present a poster in a conference and/or Workshop
A Paper ACM Format : Word ACM Format
CONSIGNES ET RAPPELS
Quelques consignes :
- Warning : everything must be written in english ….
- Warning : every added file (ex. figures, picture, sources, binaries, video …) must be added through a web links on a Web repository. You can use such a syntax to integrate the link in this page :
[[http://example.com|Lien externe]]
- For more informations on DokuWiki syntax go to syntax dokuwiki