Abstract: Disclosed herein are embodiments of a roof rack assembly for use with a vehicle and related methods. The roof rack assembly can include a plurality of attachment assemblies with gutter inserts configured to extend within rain gutters of a vehicle. The attachment assemblies can also include clamps that are configured to at least partially wrap around a frame of the vehicle. The roof rack assembly can be attached to a vehicle without drilling and can be adjustable such that it is compatible with various vehicles.

Abstract: A method for controlling an aircraft when taxiing comprising the steps of: measuring an angle of rotation of an active side stick about a first axis and a second axis; receiving an aircraft signal representative of an actual state of the aircraft; generating a control signal based on at least one of: the aircraft signal and the angle of rotation of the active side stick about a first axis and a second axis; transmitting the control signal to the aircraft, whereby the control signal causes an action affecting the actual state of the aircraft; determining a required state of the aircraft; generating a user feedback signal based on at least one difference between the actual state and the required state; and carrying out a user feedback action based on the user feedback signal.

Abstract: Disclosed herein are embodiments of a folding top assembly for use with a vehicle and methods for using a folding top assembly on a vehicle. The folding top assembly can be used to create openings on the top of the vehicle by folding a rear panel segment of the folding top assembly forward to expose a space over a rear seating area of the vehicle and/or folding a front panel segment of the folding top assembly rearward to expose a space over a front seating area of the vehicle. The assembly can be designed and shaped to improve the ability to store the folding top assembly on the vehicle and/or to improve aerodynamics when the vehicle is moving.

Abstract: Disclosed herein are embodiments of a folding top assembly for use with a vehicle and methods for using a folding top assembly on a vehicle. The folding top assembly can be used to create openings on the top of the vehicle by folding a rear panel segment of the folding top assembly forward to expose a space over a rear seating area of the vehicle and/or folding a front panel segment of the folding top assembly rearward to expose a space over a front seating area of the vehicle. The assembly can be designed and shaped to improve the ability to store the folding top assembly on the vehicle and/or to improve aerodynamics when the vehicle is moving.

Abstract: Disclosed herein are embodiments of a vehicle body shield having a light mount. The vehicle body shield can protect portions of a vehicle from damage when the vehicle is in motion and also provide illumination to regions around or in front of a vehicle via light sources supported by the light mount. The vehicle body shield can have a protection surface facing away from the vehicle, an attachment surface facing towards the vehicle, and a light mount extending upward from at least a portion of the attachment surface and between first and second ends of the vehicle body shield.

Abstract: Disclosed herein are embodiments of a folding top assembly for use with a vehicle and methods for using a folding top assembly on a vehicle. The folding top assembly can be used to create openings on the top of the vehicle by folding a rear panel segment of the folding top assembly forward to expose a space over a rear seating area of the vehicle and/or folding a front panel segment of the folding top assembly rearward to expose a space over a front seating area of the vehicle. The assembly can be designed and shaped to improve the ability to store the folding top assembly on the vehicle and/or to improve aerodynamics when the vehicle is moving.

Abstract: Disclosed herein are embodiments of a roof rack assembly for use with a vehicle and related methods. The roof rack assembly can include a plurality of attachment assemblies with gutter inserts configured to extend within rain gutters of a vehicle. The attachment assemblies can also include clamps that are configured to at least partially wrap around a frame of the vehicle. The roof rack assembly can be attached to a vehicle without drilling and can be adjustable such that it is compatible with various vehicles.

Abstract: There is provided methods and systems for controlling airplane taxiing, including detecting aerodrome taxiway lines and estimating cross-track error.

Abstract: Disclosed herein are embodiments of a vehicle body shield having a light mount. The vehicle body shield can protect portions of a vehicle from damage when the vehicle is in motion and also provide illumination to regions around or in front of a vehicle via light sources supported by the light mount. The vehicle body shield can have a protection surface facing away from the vehicle, an attachment surface facing towards the vehicle, and a light mount extending upward from at least a portion of the attachment surface and between first and second ends of the vehicle body shield.

Abstract: Disclosed herein are embodiments of a roof rack assembly for use with a vehicle and related methods. The roof rack assembly can include a plurality of attachment assemblies with gutter inserts configured to extend within rain gutters of a vehicle. The attachment assemblies can also include clamps that are configured to at least partially wrap around a frame of the vehicle. The roof rack assembly can be attached to a vehicle without drilling and can be adjustable such that it is compatible with various vehicles.

Abstract: Disclosed herein are embodiments of a vehicle body shield having a light mount. The vehicle body shield can protect portions of a vehicle from damage when the vehicle is in motion and also provide illumination to regions around or in front of a vehicle via light sources supported by the light mount. The vehicle body shield can have a protection surface facing away from the vehicle, an attachment surface facing towards the vehicle, and a light mount extending upward from at least a portion of the attachment surface and between first and second ends of the vehicle body shield.

Abstract: Disclosed herein are embodiments of a rear mounted folding top assembly for use with a vehicle. The folding top assembly can create an opening on the top of the vehicle by rotating a plurality of arms and folding over a cover. The assembly can be designed and shaped to improve aerodynamics when the vehicle is moving and prevent the buildup of water on the soft cover.

Abstract: There is provided methods and systems for controlling airplane taxiing, including detecting aerodrome taxiway lines and estimating cross-track error.

Abstract: A method of recognizing at least one avionics system command from a voice command includes receiving a plurality of voice command definitions, each voice command definition identifying at least one avionics system command and identifying at least one voice command template that is mapped to the at least one avionics system command; receiving the voice command as raw speech; generating recognized speech by converting the raw speech into text; determining a voice command template that corresponds to the recognized speech; selecting a voice command definition, from among the plurality of voice command definitions, that identifies the determined voice command template; determining, as the at least one recognized avionics system command, the at least one avionics system command identified by the selected voice command definition; and providing the at least one recognized avionics system command to a avionics system for execution.

Abstract: Disclosed herein are embodiments of a rear mounted folding top assembly for use with a vehicle. The folding top assembly can create an opening on the top of the vehicle by rotating a plurality of arms and folding over a cover. The assembly can be designed and shaped to improve aerodynamics when the vehicle is moving and prevent the buildup of water on the soft cover.

Abstract: Disclosed herein are embodiments of a vehicle body shield having a light mount. The vehicle body shield can protect portions of a vehicle from damage when the vehicle is in motion and also provide illumination to regions around or in front of a vehicle via light sources supported by the light mount. The vehicle body shield can have a protection surface facing away from the vehicle, an attachment surface facing towards the vehicle, and a light mount extending upward from at least a portion of the attachment surface and between first and second ends of the vehicle body shield.

Abstract: Disclosed herein are embodiments of a folding top assembly for use with a vehicle and methods for using a folding top assembly on a vehicle. The folding top assembly can be used to create openings on the top of the vehicle by folding a rear panel segment of the folding top assembly forward to expose a space over a rear seating area of the vehicle and/or folding a front panel segment of the folding top assembly rearward to expose a space over a front seating area of the vehicle. The assembly can be designed and shaped to improve the ability to store the folding top assembly on the vehicle and/or to improve aerodynamics when the vehicle is moving.

Abstract: Disclosed herein are embodiments of a roof rack assembly for use with a vehicle and related methods. The roof rack assembly can include a plurality of attachment assemblies with gutter inserts configured to extend within rain gutters of a vehicle. The attachment assemblies can also include clamps that are configured to at least partially wrap around a frame of the vehicle. The roof rack assembly can be attached to a vehicle without drilling and can be adjustable such that it is compatible with various vehicles.

Abstract: In one embodiment, a method for sending notifications includes accessing a data set, with each data being associated with a first user and including (1) a first action, first state, and first reward that are associated with a first time period, and (2) a second action and second state that are associated with a second time period. The data set may be used to train a recurrent machine-learning model configured to take as inputs a state and action associated with a user and a time period, and predict a cumulative reward over multiple time periods. The cumulative reward may be recurrently defined based on an application of the recurrent machine-learning model to the user's subsequent state and action. The trained model may be used to predict whether sending a notification to a target user is justified based on a predicted cumulative reward.