Grant: Alliance Grants
Carleton University
$100,000.00
Indoor Localization using 5G Networks
EF 2024-25
Résumé
The goal of this partnership is to study several challenges related to locating objects in indoor environments, using Ericsson's radio dot system (RDS), a system which has been designed to provide fast and reliable 5G cellular service inside buildings. The research will seek two objectives, mostly in parallel. The first direction involves tracking the location of a 5G-enabled wireless transmitter in an indoor environment, while the second tracks changes to the positions of non-transmitting objects. Locating and tracking a transmitter will be accomplished by accurately detecting the times at which a transmitted reference signal is received at each of the distributed antennas in the RDS. Based on the speed of light, the known positions of the receive antennas, and the relative times of arrival of the transmitted signal at those antennas, it is theoretically possible to accurately determine the location of the transmitter. For this to be successful, very accurate estimation of the time of arrival must be achieved, which is one of the primary research objectives. Tracking movement of a non-transmitting object is more of a challenge, one that may potentially be addressed by borrowing techniques employed by radar systems. In particular, a deterministic reference signal (not necessarily a signal defined in the 5G standard) will be transmitted from one of the RDS antennas. After bouncing around the building, reflected by both stationary and non-stationary objects, the signals received at each of the other RDS antennas will be captured. By comparing changes to the captured signals over time, it is theoretically possible to estimate the location and relative movement of a non-stationary object, and even hopefully classify the type of object. Additional objectives of this project include assisting Ericsson Canada in providing enhanced value-added services to telecom service providers, training highly-qualified personnel for future employment in Ericsson Canada's research labs, and increasing industry/academic collaboration to ensure that academic outcomes are directly applicable to meet the needs of Ericsson. This project will help maintain Canada's leadership in the telecommunication industry.
Programme
Alliance Grants
Bénéficiaire
Emplacement
Ontario, Canada
Type de bénéficiaire
Academia
Type
Grant
Source
NSERC's Awards Data
Tel que publié
Application id
591052-2023
Name nom
Marsland, Ian ID
Department département
Systems and Computer Engineering
Organization id
23
Institution établissement
Carleton University
Province en
Ontario
Province fr
Ontario
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2024
Competition year année de concours
2023
Award amount
100000
Program id
ALLRP
Program name en
Alliance Grants
Program name fr
Subventions Alliance
Group en
RESEARCH PARTNERSHIPS
Group fr
PARTENARIATS DE RECHERCHE
Committee code
96
Committee name en
RPP Internal Decision Cttee
Committee name fr
Cté de décision interne - PPR
Area of application code
805
Area of application group en
Information and communication services
Area of application group fr
Services d'information et de télécommunications
Area of application en
Communications technologies (satellites, radar, etc.)
Area of application fr
Technologie des télécommunications (satellites, radar,etc.)
Research subject code
2522
Research subject group en
Electrical and electronic engineering
Research subject group fr
Génie électrique et électronique
Research subject en
Radar and navigation
Research subject fr
Radars et navigation
Field of research list names en
Not available
Field of research list names fr
Non disponible
Socioeconomic objective list names en
Not available
Socioeconomic objective list names fr
Non disponible
Application title
Indoor Localization using 5G Networks
Keywords
5g nr; digital signal processing; indoor localization; machine learning; neural networks; object tracking; position estimation; radar; time-of-arrival estimation
Application summary
The goal of this partnership is to study several challenges related to locating objects in indoor environments, using Ericsson's radio dot system (RDS), a system which has been designed to provide fast and reliable 5G cellular service inside buildings. The research will seek two objectives, mostly in parallel. The first direction involves tracking the location of a 5G-enabled wireless transmitter in an indoor environment, while the second tracks changes to the positions of non-transmitting objects. Locating and tracking a transmitter will be accomplished by accurately detecting the times at which a transmitted reference signal is received at each of the distributed antennas in the RDS. Based on the speed of light, the known positions of the receive antennas, and the relative times of arrival of the transmitted signal at those antennas, it is theoretically possible to accurately determine the location of the transmitter. For this to be successful, very accurate estimation of the time of arrival must be achieved, which is one of the primary research objectives. Tracking movement of a non-transmitting object is more of a challenge, one that may potentially be addressed by borrowing techniques employed by radar systems. In particular, a deterministic reference signal (not necessarily a signal defined in the 5G standard) will be transmitted from one of the RDS antennas. After bouncing around the building, reflected by both stationary and non-stationary objects, the signals received at each of the other RDS antennas will be captured. By comparing changes to the captured signals over time, it is theoretically possible to estimate the location and relative movement of a non-stationary object, and even hopefully classify the type of object. Additional objectives of this project include assisting Ericsson Canada in providing enhanced value-added services to telecom service providers, training highly-qualified personnel for future employment in Ericsson Canada's research labs, and increasing industry/academic collaboration to ensure that academic outcomes are directly applicable to meet the needs of Ericsson. This project will help maintain Canada's leadership in the telecommunication industry.