New robot navigation algorithm for arbitrary unknown dynamic environments based on future prediction and priority behavior.

•Establish a new sensor-based path planning in an unknown dynamic environment.•This approach depends on future prediction behavior and priority behavior.•Successful in handling complex dynamic environments with various obstacle shapes.