Adaptive navigation control

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  • The advancements of the research on Mobile Robots with high degree of autonomy is possible, on one hand, due to its broad perspective of applications and, on other hand, due to the development and reduction of costs on computer, electronic and mechanic systems. Together with the research in Artificial Intelligence and Cognitive Science, this scenario currently enables the proposition of ambitious and complex robotic projects.

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  • As the development of smart biped robots has been thriving, research and development of personal robots with unique personalities will become an important issue in the next decade. For instance, we might want to have robots capable of affording us pleasure by chatting, singing or joking with us in our homes. Most of these functions are realized by verbal communications. However, motion of a whole body, namely non-verbal communication, also plays an important role. We can get information concerning the personality of a subject when we observe his or her body motion.

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  • Mobile robots navigation includes different interrelated activities: (i) perception, as obtaining and interpreting sensory information; (ii) exploration, as the strategy that guides the robot to select the next direction to go; (iii) mapping, involving the construction of a spatial representation by using the sensory information perceived; (iv) localization, as the strategy to estimate the robot position within the spatial map; (v) path planning, as the strategy to find a path towards a goal location being optimal or not; and (vi) path execution, where motor actions are determined and adapt...

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  • To design a team of robots which is able to perform given tasks is a great concern of many members of robotics community. There are many problems left to be solved in order to have the fully functional robot team. Robotics community is trying hard to solve such problems (navigation, task allocation, communication, adaptation, control, ...).

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