Reference number : GC-2017-Q4-00104, amendment number : , agreement type : G, recipient legal name : Bahreyni, Behraad (Simon Fraser University), recipient country : CA, recipient province : nan, recipient city : British Columbia|Colombie-Britannique, recipient postal code : nan, program name english : Engage Plus Grants for universities, program name french : Subvention d'engagement partenarial Plus pour les universités, program purpose english : Moj.io Inc. is a leader in developing backbone technologies for the rapidly growing connected car industry._x000D_
Moj.io relies on information collected by a telematics dongle that is connected to the on-board diagnostic port_x000D_
of a car. In addition to the information provided by the engine control unit, the telematics module uses a small_x000D_
number of sensors to provide awareness regarding the car ambient and event detection. Moj.io has been_x000D_
seeking solutions to detect the glass-breakage event relying only on the limited sources of information. Their_x000D_
initial attempts on a simple threshold-based algorithm led to frequent false-positive alarms. Through_x000D_
collaborations with the SFU researchers, a modified algorithm was developed that relying on only the data_x000D_
available from accelerometers, the glass breakage event could be reliably detected and distinguished from_x000D_
similar events._x000D_
The proposed research will build on our earlier results to (i) Implement the developed algorithm on the dongles_x000D_
used by Moj.io; (ii) Develop signal collection, feature extraction, and transmission algorithms at the dongle_x000D_
level to minimize communication requirements; and (iii) Implement cloud-level event detection algorithms_x000D_
which to consider differences between dongle location and orientation in different cars._x000D_
If successful, this will form the basis for manufacturing of future generations of telematics dongles for Moj.io,_x000D_
with significant commercial importance., program purpose french : Moj.io Inc. is a leader in developing backbone technologies for the rapidly growing connected car industry._x000D_
Moj.io relies on information collected by a telematics dongle that is connected to the on-board diagnostic port_x000D_
of a car. In addition to the information provided by the engine control unit, the telematics module uses a small_x000D_
number of sensors to provide awareness regarding the car ambient and event detection. Moj.io has been_x000D_
seeking solutions to detect the glass-breakage event relying only on the limited sources of information. Their_x000D_
initial attempts on a simple threshold-based algorithm led to frequent false-positive alarms. Through_x000D_
collaborations with the SFU researchers, a modified algorithm was developed that relying on only the data_x000D_
available from accelerometers, the glass breakage event could be reliably detected and distinguished from_x000D_
similar events._x000D_
The proposed research will build on our earlier results to (i) Implement the developed algorithm on the dongles_x000D_
used by Moj.io; (ii) Develop signal collection, feature extraction, and transmission algorithms at the dongle_x000D_
level to minimize communication requirements; and (iii) Implement cloud-level event detection algorithms_x000D_
which to consider differences between dongle location and orientation in different cars._x000D_
If successful, this will form the basis for manufacturing of future generations of telematics dongles for Moj.io,_x000D_
with significant commercial importance., agreement title english : Event detection and classification for connected car, agreement title french : Event detection and classification for connected car, agreement number : EGP2, agreement value : 12500.0, agreement start date : 2018-02-07, agreement end date : nan, description english : nan, description french : nan, expected results english : nan, expected results french : nan, additional information english : Grant or Award spanning more than one fiscal year (2017-2018 to 2018-2019)., additional information french : Subvention ou bourse octroyée s'appliquant à plus d'un exercice financier (2017-2018 à 2018-2019)., owner organization : nserc-crsng, owner organization title : Natural Sciences and Engineering Research Council of Canada | Conseil de recherches en sciences naturelles et en génie du Canada