In this paper, a new method for mobile robot localization was proposed, which combines support vector regression (SVR) with gradient optimization (GO) algorithm. In order to obtain better robustness, support vector regression (SVR) algorithm was studied, the error square of objective function was weighted and the parameters of SVR was optimized by GO. The experimental platform was established by h...Show More
