Research of robotic mapping based on weighted least means square

In this paper, by contrasting advantages and drawbacks of several kinds of range finders, showing the model of laser range finder and its nonlinear problem which appears in local map building. We presented a novel method which is based on commonly model in autonomous mobile robot local map building. This method can be easily implemented and has high precision. The result in emulator and experiment showed its efficiency.