Device-free target tracking

Radio tomographic imaging (RTI) is a device-free target localization algorithm that has been developed recently. It uses received signal strength changes of links in a wireless sensor network as the input to identify the target location at a specific time. We can localize the target without attachin...

Full description

Saved in:
Bibliographic Details
Main Author: Ni Yun
Other Authors: Francois Quitin
Format: Theses and Dissertations
Language:English
Published: 2016
Subjects:
Online Access:http://hdl.handle.net/10356/68576
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-68576
record_format dspace
spelling sg-ntu-dr.10356-685762023-07-04T15:06:34Z Device-free target tracking Ni Yun Francois Quitin School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering Radio tomographic imaging (RTI) is a device-free target localization algorithm that has been developed recently. It uses received signal strength changes of links in a wireless sensor network as the input to identify the target location at a specific time. We can localize the target without attaching a device to it. Compared with other device-free localization methods, RTI is relatively low cost. The objective of this project is to 1) implement radio tomographic imaging algorithms on simulated data and 2) apply a recursive Bayesian filter to infer target trajectories over time. Specifically, we have implemented the Kalman and particle filter. It is shown with computer simulations that both types are able to improve the accuracy of target trajectory estimates. Master of Science (Signal Processing) 2016-05-27T03:57:21Z 2016-05-27T03:57:21Z 2016 Thesis http://hdl.handle.net/10356/68576 en 68 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
Ni Yun
Device-free target tracking
description Radio tomographic imaging (RTI) is a device-free target localization algorithm that has been developed recently. It uses received signal strength changes of links in a wireless sensor network as the input to identify the target location at a specific time. We can localize the target without attaching a device to it. Compared with other device-free localization methods, RTI is relatively low cost. The objective of this project is to 1) implement radio tomographic imaging algorithms on simulated data and 2) apply a recursive Bayesian filter to infer target trajectories over time. Specifically, we have implemented the Kalman and particle filter. It is shown with computer simulations that both types are able to improve the accuracy of target trajectory estimates.
author2 Francois Quitin
author_facet Francois Quitin
Ni Yun
format Theses and Dissertations
author Ni Yun
author_sort Ni Yun
title Device-free target tracking
title_short Device-free target tracking
title_full Device-free target tracking
title_fullStr Device-free target tracking
title_full_unstemmed Device-free target tracking
title_sort device-free target tracking
publishDate 2016
url http://hdl.handle.net/10356/68576
_version_ 1772826948135813120