Cartographer构建probability grid map

1: Glossary: ​​probability grid map

   After the map is rasterized maps, and maps each pixel value is represented by a probability.

   p = 1, represents occupied;

   p = 0.5, indicates an unknown map initialization time, each grid may be initialized to 0.5;

   p = 0.0, represents a free, i.e. no obstacle is determined.

2: How to update the probability of each grid

   Use Odds (odd) to update the probability values ​​of the grid. If the laser is hit (hit), the probability value will increase; If penetration laser (miss), the probability value is decreased.

   Note: Each time you update the grid probability, only update the grid current of the laser to see.

3: Update Official

  Note: represents the probability that the updated value, expressed that the determination of probability of the reverse process.

 

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Origin www.cnblogs.com/mowangaxing/p/11361615.html