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Table 1.

List of English abbreviations.

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Fig 1.

OMFF-SLAM algorithm process.

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Fig 2.

The triangulation process of 2D points and lines.

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Fig 3.

Process diagram of IMS-VSLAM algorithm.

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Fig 4.

Structural model of TWR robot.

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Fig 5.

The framework of camera imaging model and visual SLAM algorithm.

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Fig 6.

Schematic diagram of software architecture and chassis node program flow for wheeled robot platform.

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Fig 7.

Comparison of positioning accuracy results of different algorithms based on the TUM dataset.

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Table 2.

Performance comparison of different algorithms based on TUM dataset.

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Table 3.

Comparison of performance results of different algorithms on different indoor datasets.

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Fig 8.

Experimental results of slip based on IMS-VSLAM algorithm under different data packets.

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Table 4.

Performance results of different algorithms based on the RI dataset.

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Fig 9.

Speed variation curves of different algorithms based on the SIF dataset.

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Table 5.

Performance results of different algorithms based on SIF dataset.

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Fig 10.

Different algorithm trajectory results based on OD dataset 2D and 3D packets.

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Table 6.

Performance results of different algorithms based on OD dataset.

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Fig 11.

Simulation results of different algorithms in dynamic scenario 1.

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Fig 12.

Simulation results of different algorithms in dynamic scenario 2.

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Fig 13.

Analysis of the application effects of different fusion algorithms in static scenes and snowy road scenes with unknown dynamic obstacles.

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