Data visualization and analysis for WiFi-based occupancy detection in smart homes

Data visualization and analysis for WiFi-based occupancy detection in smart homes

This project aims to visualize and analyze data from the existing WiFi-based indoor occupancy detection systems. The system has two routers put in a room, acting as transmitter and receiver respectively. By visualizing and analyzing the signals captured by the receiver, the occupancy status of this...

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Main Author: Pan, Xingmeng
Other Authors: Xie Lihua
Format: Final Year Project
Language:English
Published: 2019
Subjects:
DRNTU::Engineering::Electrical and electronic engineering
Online Access:http://hdl.handle.net/10356/77645
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-776452023-07-07T17:14:24Z Data visualization and analysis for WiFi-based occupancy detection in smart homes Pan, Xingmeng Xie Lihua School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering This project aims to visualize and analyze data from the existing WiFi-based indoor occupancy detection systems. The system has two routers put in a room, acting as transmitter and receiver respectively. By visualizing and analyzing the signals captured by the receiver, the occupancy status of this room can be determined and displayed. The final output is a web page containing multi-line charts that contain visualized real-time data coming from the WiFi system and the analysis result which shows the occupancy status of the room. Python is used for data processing and analysis, while HTML and d3 library in Javascript are used for data visualization. Bachelor of Engineering (Electrical and Electronic Engineering) 2019-06-03T09:08:35Z 2019-06-03T09:08:35Z 2019 Final Year Project (FYP) http://hdl.handle.net/10356/77645 en Nanyang Technological University 50 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Electrical and electronic engineering
spellingShingle DRNTU::Engineering::Electrical and electronic engineering
Pan, Xingmeng
Data visualization and analysis for WiFi-based occupancy detection in smart homes
description This project aims to visualize and analyze data from the existing WiFi-based indoor occupancy detection systems. The system has two routers put in a room, acting as transmitter and receiver respectively. By visualizing and analyzing the signals captured by the receiver, the occupancy status of this room can be determined and displayed. The final output is a web page containing multi-line charts that contain visualized real-time data coming from the WiFi system and the analysis result which shows the occupancy status of the room. Python is used for data processing and analysis, while HTML and d3 library in Javascript are used for data visualization.
author2 Xie Lihua
author_facet Xie Lihua
Pan, Xingmeng
format Final Year Project
author Pan, Xingmeng
author_sort Pan, Xingmeng
title Data visualization and analysis for WiFi-based occupancy detection in smart homes
title_short Data visualization and analysis for WiFi-based occupancy detection in smart homes
title_full Data visualization and analysis for WiFi-based occupancy detection in smart homes
title_fullStr Data visualization and analysis for WiFi-based occupancy detection in smart homes
title_full_unstemmed Data visualization and analysis for WiFi-based occupancy detection in smart homes
title_sort data visualization and analysis for wifi-based occupancy detection in smart homes
publishDate 2019
url http://hdl.handle.net/10356/77645
_version_ 1772828822891134976

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