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Fig 1.

Basic structure of extended revolutionary kernel.

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Fig 2.

Schematic diagram of optimizing sub nodes.

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Fig 3.

Schematic diagram of path smoothing distance relationship.

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Fig 4.

Improved A* algorithm flowchart.

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Fig 5.

Improved A* flowchart.

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Fig 6.

Structure diagram of fuzzy controller.

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Fig 7.

Path planning flowchart for improving A* and DWA fusion algorithms.

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Table 1.

Parameter setting.

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Table 2.

Algorithm simulation results in different size environments.

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Fig 8.

Box plot of experimental results for different algorithms.

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Fig 9.

Box plot of experimental results for different algorithms.

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Fig 10.

Improving the weight coefficients of DWA algorithm.

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Fig 11.

Improving the weight coefficients of DWA algorithm.

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Fig 12.

Improve the weight coefficient of DWA evaluation function.

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Fig 13.

Traditional A* and research algorithm planned paths perform successfully.

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Table 3.

Comparison of experimental data of different algorithms in different maps.

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