Mobile apparatus and localization method thereof
First Claim
1. A mobile apparatus, comprising:
- a plurality of sensors;
a plurality of first distribution filters configured to generate current relative position information of the mobile apparatus using sensor information detected by the plurality of sensors;
at least one second distribution filter configured to generate current absolute position information of the mobile apparatus using the sensor information detected by the plurality of sensors; and
a fusion filter configured to fuse the relative position information of the plurality of first distribution filters and the absolute position information of the at least one second distribution filter to perform localization of the mobile apparatus;
wherein the at least one second distribution filter is further configured to generate the absolute position information through detection of at least one node predetermined on a space on which the mobile apparatus moves,wherein the fusion filter is further configured to transmit updated position/pose information of the mobile apparatus to the plurality of first distribution filters, andwherein the first distribution filters are further configured to assimilate the updated position/pose information from the fusion filter for generating the current relative position information of the mobile apparatus.
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Abstract
A mobile apparatus and a localization method thereof which perform localization of the mobile apparatus using a distributed filter system including a plurality of local filters independently operated and one fusion filter integrating results of localization performed through the respective local filters, and additionally apply accurate topological absolute position information to the distributed filter system to improve localization performance (accuracy, convergence and speed in localization, etc.) of the mobile apparatus on a wide space. The mobile apparatus includes at least one sensor, at least one first distribution filter generating current relative position information using a value detected by the at least one sensor, at least one second distribution filter generating current absolute position information using the value detected by the at least one sensor, and a fusion filter integrating the relative position information and the absolute position information to perform localization.
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Citations
22 Claims
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1. A mobile apparatus, comprising:
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a plurality of sensors; a plurality of first distribution filters configured to generate current relative position information of the mobile apparatus using sensor information detected by the plurality of sensors; at least one second distribution filter configured to generate current absolute position information of the mobile apparatus using the sensor information detected by the plurality of sensors; and a fusion filter configured to fuse the relative position information of the plurality of first distribution filters and the absolute position information of the at least one second distribution filter to perform localization of the mobile apparatus; wherein the at least one second distribution filter is further configured to generate the absolute position information through detection of at least one node predetermined on a space on which the mobile apparatus moves, wherein the fusion filter is further configured to transmit updated position/pose information of the mobile apparatus to the plurality of first distribution filters, and wherein the first distribution filters are further configured to assimilate the updated position/pose information from the fusion filter for generating the current relative position information of the mobile apparatus. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 17, 18, 19, 20, 21, 22)
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9. A localization method of a mobile apparatus, the localization method comprising:
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generating, by a plurality of first distribution filters, current relative position information of the mobile apparatus using sensor information detected by a plurality of sensors; generating, by at least one second distribution filter, current absolute position information of the mobile apparatus using the sensor information detected by the plurality of sensors; fusing, by a fusion filter, the relative position information of the plurality of first distribution filters and the absolute position information of the at least one second distribution filter to perform localization of the mobile apparatus; and generating, by the fusion filter, updated position/pose information of the mobile apparatus; and transmitting the updated position/pose information of the mobile apparatus to the plurality of first distribution filters; wherein the at least one second distribution filter is configured to generate the absolute position information through detection of at least one node predetermined on a space on which the mobile apparatus moves, and wherein the generating, by the plurality of first distribution filters, of the current relative position information of the mobile apparatus further comprises assimilating the updated position/pose information of the mobile apparatus from the fusion filter. - View Dependent Claims (10, 11, 12, 13, 14, 15, 16)
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Specification