Abstract: A transportation system includes: a vehicle hub including a plurality of connection slots. The vehicle hub is configured such that, in response to vehicles being parked respectively in the connection slots, the vehicle hub is connected to interior spaces of the vehicles through the connection slots, the vehicles are categorized by use, and the connection slots are grouped by category such that connection slots grouped together by category, among the connection slots, are disposed adjacent to each other.

Abstract: A transportation system including a plurality of hubs, each of the hubs corresponding to an area and including a plurality of connection slots or one or more landing pads, each of the connection slots and the landing pads accommodating a transportation unit; and a server to determine a number or type of transportations units to be allocated to each of the hubs based on movement data related to population movement between the areas and to allocate each of the transportation units to a respective hub.

Abstract: A transportation system including a vehicle hub having a plurality of connection slots, each connection slot accommodating a plurality of vehicles such that the vehicle hub is connected to an interior space of each vehicle through the respective connection slot, the plurality of vehicles being categorized by travel theme, and the plurality of connection slots being grouped by category such that connection slots in a same group are disposed adjacent to each other; and a server to collect passenger information related to travel preferred by passengers, to match the passengers with the connection slots or the vehicles based on the passenger information, and to guide the passengers to the matched connection slots or vehicles.

Abstract: The apparatus for controlling group driving according to as aspect may include an inter-vehicle communication unit for communicating with a leader vehicle to receive the driving state and traveling track of the leader vehicle, a leader vehicle learning unit for learning a driving pattern of the leader vehicle based on the driving state of the leader vehicle received through the inter-vehicle communication unit, an autonomous drive unit for autonomously driving the follower vehicle in accordance with the traveling track of the leader vehicle, and a follow-up control unit for receiving the driving state of the leader vehicle to learn the driving pattern of the leader vehicle, controlling the autonomous drive unit to follow the traveling track of the leader vehicle, and performing the autonomous driving by applying the driving pattern of the leader vehicle.

Abstract: The apparatus for controlling group driving according to as aspect may include an inter-vehicle communication unit for communicating with a leader vehicle to receive the driving state and traveling track of the leader vehicle, a leader vehicle learning unit for learning a driving pattern of the leader vehicle based on the driving state of the leader vehicle received through the inter-vehicle communication unit, an autonomous drive unit for autonomously driving the follower vehicle in accordance with the traveling track of the leader vehicle, and a follow-up control unit for receiving the driving state of the leader vehicle to learn the driving pattern of the leader vehicle, controlling the autonomous drive unit to follow the traveling track of the leader vehicle, and performing the autonomous driving by applying the driving pattern of the leader vehicle.

Abstract: A signal processing module is provided. The signal processing module includes a function weight table that stores weights for each first sensor for an autonomous driving mode and an ADAS driving mode and selects and outputs only the weight for each first sensor, a first weight applying device that generates a function weight application signal by applying the weight for each first sensor to sensing information of sensors for sensing an object, a road environment determining device that determines a road environment based on the sensing information of the sensors for sensing the object, a road environment weight table that stores weights for each second sensor for a road environment and selects and outputs an weight for each second sensor, and a second weight applying device that outputs a dataset by applying the weight for each second sensor to the function weight application signal.

Abstract: An autonomous driving apparatus and method, in which the autonomous driving apparatus may include a sensor unit configured to detect a surrounding object including a surrounding vehicle around an ego vehicle that autonomously travels, a memory configured to store map information, and a processor configured to control autonomous driving of the ego vehicle based on an expected driving trajectory generated based on the map information stored in the memory.

Abstract: An autonomous driving apparatus and method, in which the autonomous driving apparatus may include a sensor unit configured to detect a surrounding vehicle around an ego vehicle that autonomously travels and a state of a driver who has got in the ego vehicle, a driving information detector configured to detect driving information on a driving state of the ego vehicle, a memory configured to store map information, and a processor configured to control autonomous driving of the ego vehicle based on the map information stored in the memory.

Abstract: An emergency braking preparation system for a vehicle may include: a vehicle detector configured to detect a vehicle speed; a driving road detector configured to detect the type of a driving road; a surrounding environment detector configured to detect a surrounding environment of the vehicle; an emergency braking controller configured to control a braking pressure of a brake to a preset braking state; and a controller configured to control an FOV of a camera according to one or more of the vehicle speed detected by the vehicle detection unit, the driving road detected by the driving road detection unit, and the surrounding environment detected by the surrounding environment detection unit, and control the emergency braking controller according to the FOV of the camera.

Abstract: A vehicle lane change control apparatus includes a condition information acquisition unit that acquires condition information of an occupant of a vehicle, a lane change rate database unit that stores a lane change rate that is determined based on a lane change pattern of a driver analyzed based on driving information when a lane of the vehicle is changed and road condition information when the lane of the vehicle is changed and indicates a speed of the lane change, and a control unit that changes the lane of the vehicle through steering control according to operation information of the vehicle, and based on the condition information of the occupant acquired by the condition information acquisition unit, controls the lane change of the vehicle by selectively using the lane change rate and a corrected lane change rate determined by increasing or decreasing the lane change rate.

Abstract: The apparatus for controlling group driving according to as aspect may include an inter-vehicle communication unit for communicating with a leader vehicle to receive the driving state and traveling track of the leader vehicle, a leader vehicle learning unit for learning a driving pattern of the leader vehicle based on the driving state of the leader vehicle received through the inter-vehicle communication unit, an autonomous drive unit for autonomously driving the follower vehicle in accordance with the traveling track of the leader vehicle, and a follow-up control unit for receiving the driving state of the leader vehicle to learn the driving pattern of the leader vehicle, controlling the autonomous drive unit to follow the traveling track of the leader vehicle, and performing the autonomous driving by applying the driving pattern of the leader vehicle.

Abstract: An emergency braking preparation system for a vehicle may include: a vehicle detector configured to detect a vehicle speed; a driving road detector configured to detect the type of a driving road; a surrounding environment detector configured to detect a surrounding environment of the vehicle; an emergency braking controller configured to control a braking pressure of a brake to a preset braking state; and a controller configured to control an FOV of a camera according to one or more of the vehicle speed detected by the vehicle detection unit, the driving road detected by the driving road detection unit, and the surrounding environment detected by the surrounding environment detection unit, and control the emergency braking controller according to the FOV of the camera.

Abstract: A method for preparing emergency braking of a vehicle including receiving information regarding a traveling route of the vehicle or a road and nearby information, by a controller; checking, based on the received information, whether a current traveling section is a section in which predetermined deceleration information exists; setting a braking pressure to a predetermined level 1 (LV1) preparation state, in the case where a current traveling section is a section in which predetermined deceleration information exists; detecting at least one pedestrian-related information around the road by processing an image photographed using a camera, by the controller; and calculating a risk of collision with a pedestrian in a predetermined scheme by the controller when the pedestrian-related information is checked, and setting a braking pressure to a predetermined level 2 (LV2) preparation state in the case where the risk of collision is greater than a preset reference.

Abstract: A system for estimating a driving lane of a vehicle includes a road surface marking recognizing unit configured to recognize a road surface marking of a lane in which the vehicle is driving, a lane change determining unit configured to calculate a variation in a distance between the vehicle and the recognized road surface marking at a pre-set time interval, and compare the calculated variation with a preset value to generate lane change information. The system also includes a driving lane estimating unit configured to estimate the driving lane of the vehicle on the basis of information of the lane in which the vehicle is driving and the lane change information.

Abstract: A system for estimating a driving lane of a vehicle includes a road surface marking recognizing unit configured to recognize a road surface marking of a lane in which the vehicle is driving, a lane change determining unit configured to calculate a variation in a distance between the vehicle and the recognized road surface marking at a pre-set time interval, and compare the calculated variation with a preset value to generate lane change information. The system also includes a driving lane estimating unit configured to estimate the driving lane of the vehicle on the basis of information of the lane in which the vehicle is driving and the lane change information.