@article{SisLab2354, volume = {32}, title = {A Novel Behavior-based Navigation Architecture of Mobile Robot in Unknown Environments}, author = {Thi Thanh Van Nguyen and Manh Duong Phung and Anh Viet Dang and Quang Vinh Tran}, publisher = {VNU}, year = {2016}, journal = {Journal of Science: Mathematics-Physics}, url = {https://eprints.uet.vnu.edu.vn/eprints/id/eprint/2354/}, abstract = {This study proposes behavior-based navigation architecture, named BBFM, for mobile robot in unknown environment with obstacles. The architecture is carried out in three steps: (i) analyzing the navigation problem to determine parameters of the architecture; (ii) designing the objective functions to relate input data with the desired output; and (iii) fusing the output of each objective function to generate the optimal control signal. We use fuzzy logic to design the objective functions and multi-objective optimization to find the Pareto optimal solution for the fusion. A number of simulations, comparisons, and experiments were conducted. The results show that the proposed architecture outperforms some popular behavior- based architectures in navigating the mobile robot in complex environments.} }