While navigating, most autonomous mobile robots view things only in front of them and, as a result, they may collide with objects moving from the side or behind. To overcome this problem, an Active Omni-directional Range Sensor System has been presented, that is capable of obtaining the omni-directional range data on navigation environment through the use of a laser conic plane and a conic mirror. Based on this system configuration, we proposc a self-localization algorithm. The proposed

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... m to estimate the current position and head angle of mobile robots utilizes the registered range data obtained at two positions; current and previous and matches the two range informations. To show the effectiveness of the proposed algorithm, a series of simulations was conducted under various navigation conditions. The results show that the proposed algorithm is very efficient in processing, and can be effectively utilized for self-localization of mobile robots in unknown environments.