Lianglin Xu

Intelligent vision-based navigation for mobile robots in unknown indoor environments using neural networks

The findings show that the optimized SqueezeNet is not only much better than the baseline model and other state-of-the-art optimization frameworks in terms of success rates of navigation, smoother trajectories, lower rates of collisions, and high-quality real-time optimization but also significantly better.