Method and system for mapping a physical environment using an occupancy grid
An illustrative example method of mapping a physical environment using an occupancy grid containing a set of cells associated with respective occupancy probabilities includes measuring a potential position of an object, using a sensor and identifying a segment representing a distribution interval of probable values associated with respective probability values relating to the measured potential position. The segment extends according to only one of two dimensions of the coordinate system of the sensor and penetrates a subset of potentially occupied cells. The method includes evaluating a probability of occupancy of each potentially occupied cell by determining the features of a segment portion included in the potentially occupied cell, and determining the probability of occupancy of the potentially occupied cell as a function of the determined segment portion using the probability density function.
1. A system for mapping a physical environment using an occupancy grid containing a set of cells associated with respective occupancy probabilities, the system comprising:
a measuring device including at least one distance estimation sensor arranged to measure a potential position of an object in the physical environment and to provide, for the measured potential position, a first coordinate according to a first dimension and a second coordinate according to a second dimension in a coordinate system of the sensor having at least two dimensions;
a segment identification module configured to identify a segment representing a distribution interval of probable values relating to the measured potential position and extending according to only one of the two dimensions of the coordinate system of the sensor, the probable values relating to the measured potential position associated with probability values given by a probability density function that can be represented by a curve having an apex which corresponds to the measured potential position; and
a module configured to evaluate a probability of occupancy of each of a plurality of potentially occupied cells of the occupancy grid, penetrated by the segment, the module including
a unit for determining the features of a segment portion included in the potentially occupied cell, and
a unit for determining a probability of occupancy of the potentially occupied cell as a function of the segment portion and using the probability density function.
2. A system for detecting an obstacle, comprising
the system for mapping a physical environment of claim 1 and
a module for detecting an obstacle in the environment on the basis of the generated mapping.
3. An autonomous motor vehicle comprising the system of claim 1 , wherein the physical environment is an environment in a vicinity of the motor vehicle.
4. A motor vehicle, comprising
at least one advanced driver assistance system, and
the system of claim 1 , wherein the physical environment is an environment in a vicinity of the motor vehicle.