Wireless and mobile localization and tracking

Wireless and mobile localization and tracking

Standard occupancy detection in the market now are only useful during certain conditions and may cause privacy concerns. Using Wi-Fi packets that can provide Channel State Information (CSI), we can determine the environmental conditions during packet transmission. The CSI amplitude is impacted...

Full description

Saved in:
Bibliographic Details
Main Author: Lim, Teng Chuen
Other Authors: Mo Li
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2020
Subjects:
Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
Online Access:https://hdl.handle.net/10356/138226
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English
Description
Summary:Standard occupancy detection in the market now are only useful during certain conditions and may cause privacy concerns. Using Wi-Fi packets that can provide Channel State Information (CSI), we can determine the environmental conditions during packet transmission. The CSI amplitude is impacted by the movement of objects and people in the surrounding environment of the transmitter and receiver. As such, CSI captures the wireless characteristics of the nearby environment. This makes it possible to detect any changes to the occupancy and movement in a room. The purpose of this report is to determine the accuracy of the MATLAB algorithm used to detect movement in the environment.

Similar Items