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Aims at enhancing the accuracy of land vehicular navigation systems by integrating GPS and inertial measurement units, a new data fusion method based on particle filter inspired by biological evolution is proposed. In the standard particle filter, a resampling scheme is used to decrease the degeneracy phenomenon and improve estimation performance. Unfortunately, however, it could cause the undesired...
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