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State estimation of moving objects in complex environments is the foundation for robot cognition and intelligence. This study focuses on targets identification and states estimation utilizing a single laser scanner, which adopts multiple ellipses to model any possible object in the field of view of the sensor. First, a nearest neighbor clustering algorithm is used to achieve the segments of the data...
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