The invention discloses an intelligent
navigation system of a sweeping
robot, which relates to the technical field of household
intelligent equipment and comprises a multi-source
sensor array, a dynamic environment modeling module, a path planning engine, a multi-mode positioning module, an autonomous decision controller, a cloud collaborative optimization unit and a fault degradation
processing module. Omnibearing environment
perception is provided through a multi-source
sensor array, data are fused in real time through a dynamic environment modeling module, a grid map is updated in an incremental mode, obstacle
semantic information is marked, an improved A *
algorithm and a dynamic window method are fused through a path planning engine, and an optimized path giving consideration to global efficiency and local dynamic
obstacle avoidance is generated. The multi-
modal positioning module fuses SLAM resolving and IMU data through tight
coupling to achieve
centimeter-level high-precision and high-robustness positioning, and the autonomous decision controller intelligently and dynamically adjusts the cleaning priority, the advancing speed and the
exception handling strategy according to the path, environment state and
pose information, so that the cleaning behavior better meets the requirement.