TELKOMNIKA Telecommunication, Computing, Electronics and Control
Hybrid localization algorithm based on received signal strength and angle-of-arrival for indoor location estimation
Dublin Core
Title
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Hybrid localization algorithm based on received signal strength and angle-of-arrival for indoor location estimation
Hybrid localization algorithm based on received signal strength and angle-of-arrival for indoor location estimation
Subject
AoA localization
Indoor communication
RSS
Wireless InSite
Wireless InSite
Indoor communication
RSS
Wireless InSite
Wireless InSite
Description
The huge ubiquitous deployment of wireless technologies and the pervasive
availability of smart devices, indoor localization has become one of the most
interesting topics in numerous location-based services. Where several methods
have been adopted to estimate and localize the mobile and user location. The
earliest and most interesting method was based on received signal strength
(RSS) measurement. However, such method has showed weakness in handling
the accurate estimation results. Recently, researchers start gather several
different methods to achieve the advantages of each method and achieve
higher accurate estimation. Hence, in this paper a hybrid localization algorithm
has been designed and proposed based on the use of both RSS and angle-of-
arrival (AoA). The algorithm has been tested in a three-dimensional indoor
building; we are taking the effects of different building materials. The results
were obtained depending on the measurement of RSS and AoA gathered from
each received point and by using two AP devices for more accuracy in
positioning coordination, the type of the transmitters is directional.
availability of smart devices, indoor localization has become one of the most
interesting topics in numerous location-based services. Where several methods
have been adopted to estimate and localize the mobile and user location. The
earliest and most interesting method was based on received signal strength
(RSS) measurement. However, such method has showed weakness in handling
the accurate estimation results. Recently, researchers start gather several
different methods to achieve the advantages of each method and achieve
higher accurate estimation. Hence, in this paper a hybrid localization algorithm
has been designed and proposed based on the use of both RSS and angle-of-
arrival (AoA). The algorithm has been tested in a three-dimensional indoor
building; we are taking the effects of different building materials. The results
were obtained depending on the measurement of RSS and AoA gathered from
each received point and by using two AP devices for more accuracy in
positioning coordination, the type of the transmitters is directional.
Creator
Mahmood F. Mosleh, Riam M. Zaal, Eyad I. Abbas
Source
http://journal.uad.ac.id/index.php/TELKOMNIKA
Date
Oct 20, 2020
Contributor
peri irawan
Format
pdf
Language
english
Type
text
Files
Collection
Citation
Mahmood F. Mosleh, Riam M. Zaal, Eyad I. Abbas, “TELKOMNIKA Telecommunication, Computing, Electronics and Control
Hybrid localization algorithm based on received signal strength and angle-of-arrival for indoor location estimation,” Repository Horizon University Indonesia, accessed March 12, 2025, https://repository.horizon.ac.id/items/show/3737.
Hybrid localization algorithm based on received signal strength and angle-of-arrival for indoor location estimation,” Repository Horizon University Indonesia, accessed March 12, 2025, https://repository.horizon.ac.id/items/show/3737.