Paper published in a book (Scientific congresses and symposiums)
Radio map building with IEEE 802.15.4 for indoor localization applications
Al Mamun, M. A.; Vera Anaya, D.; Wu, F. et al.
2019In Proceedings of the IEEE International Conference on Industrial Technology
Peer reviewed
 

Files


Full Text
2019 - Radio Map Building with IEEE 802.15.4 for Indoor.pdf
Publisher postprint (611.99 kB)
Request a copy

All documents in ORBi are protected by a user license.

Send to



Details



Keywords :
Fingerprinting; IEEE 802.15.4; Indoor localization; Radio map; Automation; Gateways (computer networks); Indoor positioning systems; Location; Mobile computing; Office buildings; Coordinate estimation; Fingerprinting techniques; Indoor environment; Location estimation; Radio maps; IEEE Standards
Abstract :
[en] Automated radio map building for Radio Signal Strength (RSS) based fingerprinting localization is implemented in this paper. Fingerprinting technique is composed of an offline phase for collecting geotagged fingerprint data called a radio map and an online phase for location estimation by comparing an unknown object's location with the radio map. Typically, radio map is created manually by moving and pin-pointing a location while scanning a network for RSS values within a pre-specified pattern. This cumbersome method is very time consuming and results in inaccuracies in the radio map. This paper presents an automated system to build a radio map of indoor environment by using a self-directed car. The car can move, measure 2D distances, collect RSS values and forward the data to a server via a gateway which calculates the car location coordinates. To test and verify the system, an experiment is conducted in our departmental office spaces. The coordinate estimation accuracy and RSS mapping consistency produced by the proposed system make it possible to build a more accurate and realistic radio map for indoor environments in an automated fashion with decreased possibility of human errors. © 2019 IEEE.
Disciplines :
Electrical & electronics engineering
Author, co-author :
Al Mamun, M. A.;  Electrical and Computer Systems Engineering, Monash University, Melbourne, Australia
Vera Anaya, D.;  Electrical and Computer Systems Engineering, Monash University, Melbourne, Australia
Wu, F.;  Electrical and Computer Systems Engineering, Monash University, Melbourne, Australia
Redouté, Jean-Michel  ;  Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Systèmes microélectroniques intégrés
Yuce, M. R.;  Electrical and Computer Systems Engineering, Monash University, Melbourne, Australia
Language :
English
Title :
Radio map building with IEEE 802.15.4 for indoor localization applications
Publication date :
2019
Event name :
2019 IEEE International Conference on Industrial Technology, ICIT 2019
Event date :
13 February 2019 through 15 February 2019
Audience :
International
Main work title :
Proceedings of the IEEE International Conference on Industrial Technology
Publisher :
Institute of Electrical and Electronics Engineers Inc.
Pages :
181-186
Peer reviewed :
Peer reviewed
Funders :
Monash University
FedUni - Federation University
Funding text :
This work is supported by Monash Faculty of Engineering Discovery Seed grant
Commentary :
149335 9781538663769
Available on ORBi :
since 06 September 2019

Statistics


Number of views
77 (4 by ULiège)
Number of downloads
0 (0 by ULiège)

Scopus citations®
 
8
Scopus citations®
without self-citations
6
OpenCitations
 
2
OpenAlex citations
 
6

Bibliography


Similar publications



Contact ORBi