Abstract: A system and a method for automatically tracking location of a vehicle by receiving a plurality of feature vectors transmitted from a plurality of stationary sensors installed along a road. The feature vectors are related to a plurality of vehicles which are in a range of detection of the plurality of the stationary sensors. The method may include clustering a group of feature vectors from the plurality of feature vectors to a monitored vehicle based on a predetermined driving model, determining parameters of the monitored vehicle, calculating a next expected location of the monitored vehicle, receiving a feature vector, matching the feature vector to the monitored vehicle and tracking a trajectory of the monitored vehicle.

Abstract: A system and a method for automatically identifying and classifying traffic and road events, by collecting metrics regarding one or more monitored vehicles from at least one of: a plurality of stationary traffic sensors installed on or proximate to a discrete segment of a road; traffic monitoring infrastructure; and, one or more connected vehicles. The system and a method are further to determine a position and a speed of each monitored vehicle per discrete segment in each lane of said road; and, identify, classify and localize one or more traffic and road events on said road. The identifying and classifying includes the steps of: training one or more machine learning algorithms to derive traffic and road events; and, associating, using said one or more machine learning algorithms, one or more observed traffic and road events with a known class of traffic and road events.

Abstract: A device comprising a base receptacle configured for embedding within a cavity in a pavement, having an upper end surface, said upper end surface comprising an opening, a moveable housing comprising at least one aperture and at least one light source, said moveable housing being configured to be moveably received through said opening such that a portion of said moveable housing is normally protruding above said upper end surface and can be depressed into the base receptacle by a downward force, a resilient suspension membrane mounted to said base receptacle and extending inwardly from a perimeter of said opening, said resilient suspension membrane being configured to receive said moveable housing, and a resilient member operatively coupled to said moveable housing, wherein said resilient suspension membrane and said resilient member are configured to jointly exert an upwards biasing force which returns the moveable housing to said normally protruding position.