Zi-Sheng Chen

A modified artificial potential field approach for real-time robot path planning via adaptive gradient neural network.

Artificial potential field (APF) approach is a classical path planning algorithm widely employed for its simplicity. However, in intricate dynamic environments, conventional APF approaches intrinsically suffer from local minima and oscillation issues. In this regard, this paper constructs a modified artificial potentia...