Received signal strength based localization of a wireless sensor network using particle swarm optimization

145 p.

Saved in:

Bibliographic Details
Main Author:	Nguyen, Hong Anh
Other Authors:	Low Kay Soon
Format:	Theses and Dissertations
Published:	2011
Subjects:	DRNTU::Engineering::Electrical and electronic engineering
Online Access:	https://hdl.handle.net/10356/46768
Tags:	Add Tag No Tags, Be the first to tag this record!
Institution:	Nanyang Technological University

id	sg-ntu-dr.10356-46768
record_format	dspace
spelling	sg-ntu-dr.10356-467682023-07-04T17:07:32Z Received signal strength based localization of a wireless sensor network using particle swarm optimization Nguyen, Hong Anh Low Kay Soon School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering 145 p. Wireless sensor network (WSN) has been actively researched in recent years because of its wide range of applications such as natural habitat monitoring, healthcare, home automation, traffic management and military applications. In many cases, the sensed data is not useful without knowing the sensor nodes' locations. Localization algorithms can be categorized as range-free and range-based. In this research, the radio frequency (RF) based approach is used. In conventional RF-based approaches, the path loss parameters in the received signal strength (RSS) - distance model are often determined based on extensive measurements conducted offline. Because the RSS measurements fluctuate with the environment, the use of fixed path loss parameters would reduce the localization accuracy. The purpose of this research is to develop a RF-based localization algorithm where the path loss parameters and the unknown locations are determined simultaneously in real time. MASTER OF ENGINEERING (EEE) 2011-12-23T07:45:07Z 2011-12-23T07:45:07Z 2010 2010 Thesis Nguyen, H. A. (2010). Received signal strength based localization of a wireless sensor network using particle swarm optimization. Master’s thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/46768 10.32657/10356/46768 Nanyang Technological University application/pdf
institution	Nanyang Technological University
building	NTU Library
continent	Asia
country	Singapore Singapore
content_provider	NTU Library
collection	DR-NTU
topic	DRNTU::Engineering::Electrical and electronic engineering
spellingShingle	DRNTU::Engineering::Electrical and electronic engineering Nguyen, Hong Anh Received signal strength based localization of a wireless sensor network using particle swarm optimization
description	145 p.
author2	Low Kay Soon
author_facet	Low Kay Soon Nguyen, Hong Anh
format	Theses and Dissertations
author	Nguyen, Hong Anh
author_sort	Nguyen, Hong Anh
title	Received signal strength based localization of a wireless sensor network using particle swarm optimization
title_short	Received signal strength based localization of a wireless sensor network using particle swarm optimization
title_full	Received signal strength based localization of a wireless sensor network using particle swarm optimization
title_fullStr	Received signal strength based localization of a wireless sensor network using particle swarm optimization
title_full_unstemmed	Received signal strength based localization of a wireless sensor network using particle swarm optimization
title_sort	received signal strength based localization of a wireless sensor network using particle swarm optimization
publishDate	2011
url	https://hdl.handle.net/10356/46768
_version_	1772825193338634240

Received signal strength based localization of a wireless sensor network using particle swarm optimization

Similar Items