A testbed for device free indoor localization system

Based on wireless sensor networks, device-free indoor localization technique has received much attenuation in the field of indoor localization systems. Due to different indoor environmental parameters, multi-path fading, human presences and different system configurations, the WiFi-based received si...

Full description

Saved in:
Bibliographic Details
Main Authors: Pirzada, N., Nayan, M.Y., Fadzil, M., Subhan, F.
Format: Conference or Workshop Item
Published: Institute of Electrical and Electronics Engineers Inc. 2016
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-84995595643&doi=10.1109%2fISMSC.2015.7594038&partnerID=40&md5=20c369f3125deaff31c3927decd8f0a1
http://eprints.utp.edu.my/30921/
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.utp.eprints.30921
record_format eprints
spelling my.utp.eprints.309212022-03-25T07:43:40Z A testbed for device free indoor localization system Pirzada, N. Nayan, M.Y. Fadzil, M. Subhan, F. Based on wireless sensor networks, device-free indoor localization technique has received much attenuation in the field of indoor localization systems. Due to different indoor environmental parameters, multi-path fading, human presences and different system configurations, the WiFi-based received signal strength indicator (RSSI) values are effected. This paper elaborates on the development of a wireless network test-bed to measure the Received Signal Strength Indicator (RSSI) in different environments, as the first step for the application of fingerprinting-type localization algorithms of wireless LAN devices. This paper shows how the environment for RSSI measurement is built and what network configurations yield the most reliable measurements. In the first phase of building a test-bed, configurations of off-the-shelf-equipment and the corresponding applications are explained. The second phase is to measure the RSSI in different propagation and physical environments. In this phase, different environments that have already been built in the first phase are examined. The signal strength is the only information we get from the APs that is usable for the localization process. An 'RF sensor' network can monitor RSS values on links in the network and perform device-free localization, i.e., locating a person or object moving in the area in which the network is deployed. Experimental tests reported here and in past literature are shown to validate the analysis. © 2015 IEEE. Institute of Electrical and Electronics Engineers Inc. 2016 Conference or Workshop Item NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-84995595643&doi=10.1109%2fISMSC.2015.7594038&partnerID=40&md5=20c369f3125deaff31c3927decd8f0a1 Pirzada, N. and Nayan, M.Y. and Fadzil, M. and Subhan, F. (2016) A testbed for device free indoor localization system. In: UNSPECIFIED. http://eprints.utp.edu.my/30921/
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Institutional Repository
url_provider http://eprints.utp.edu.my/
description Based on wireless sensor networks, device-free indoor localization technique has received much attenuation in the field of indoor localization systems. Due to different indoor environmental parameters, multi-path fading, human presences and different system configurations, the WiFi-based received signal strength indicator (RSSI) values are effected. This paper elaborates on the development of a wireless network test-bed to measure the Received Signal Strength Indicator (RSSI) in different environments, as the first step for the application of fingerprinting-type localization algorithms of wireless LAN devices. This paper shows how the environment for RSSI measurement is built and what network configurations yield the most reliable measurements. In the first phase of building a test-bed, configurations of off-the-shelf-equipment and the corresponding applications are explained. The second phase is to measure the RSSI in different propagation and physical environments. In this phase, different environments that have already been built in the first phase are examined. The signal strength is the only information we get from the APs that is usable for the localization process. An 'RF sensor' network can monitor RSS values on links in the network and perform device-free localization, i.e., locating a person or object moving in the area in which the network is deployed. Experimental tests reported here and in past literature are shown to validate the analysis. © 2015 IEEE.
format Conference or Workshop Item
author Pirzada, N.
Nayan, M.Y.
Fadzil, M.
Subhan, F.
spellingShingle Pirzada, N.
Nayan, M.Y.
Fadzil, M.
Subhan, F.
A testbed for device free indoor localization system
author_facet Pirzada, N.
Nayan, M.Y.
Fadzil, M.
Subhan, F.
author_sort Pirzada, N.
title A testbed for device free indoor localization system
title_short A testbed for device free indoor localization system
title_full A testbed for device free indoor localization system
title_fullStr A testbed for device free indoor localization system
title_full_unstemmed A testbed for device free indoor localization system
title_sort testbed for device free indoor localization system
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2016
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-84995595643&doi=10.1109%2fISMSC.2015.7594038&partnerID=40&md5=20c369f3125deaff31c3927decd8f0a1
http://eprints.utp.edu.my/30921/
_version_ 1738657175409000448
score 13.160551