69 citations · 168 across the 5 of their papers we have counts for
5 papers
CropNav: a Framework for Autonomous Navigation in Real Farms
Mateus Valverde Gasparino, Vitor Akihiro Hisano Higuti, Arun Narenthiran Sivakumar +3
Small robots that can operate under the plant canopy can enable new possibilities in agriculture. However, unlike larger autonomous tractors, autonomous navigation for such under c…
Deep Model Predictive Control
Prabhat K. Mishra, Mateus V. Gasparino, Andres E. B. Velasquez +1
This paper presents a deep learning based model predictive control algorithm for control affine nonlinear discrete time systems with matched and bounded state-dependent uncertainti…
WayFAST: Navigation with Predictive Traversability in the Field
Mateus Valverde Gasparino, Arun Narenthiran Sivakumar, Yixiao Liu +5
We present a self-supervised approach for learning to predict traversable paths for wheeled mobile robots that require good traction to navigate. Our algorithm, termed WayFAST (Way…
Learned Visual Navigation for Under-Canopy Agricultural Robots
Arun Narenthiran Sivakumar, Sahil Modi, Mateus Valverde Gasparino +4
We describe a system for visually guided autonomous navigation of under-canopy farm robots. Low-cost under-canopy robots can drive between crop rows under the plant canopy and acco…
Multi-Sensor Fusion based Robust Row Following for Compact Agricultural Robots
Andres Eduardo Baquero Velasquez, Vitor Akihiro Hisano Higuti, Mateus Valverde Gasparino +3
This paper presents a state-of-the-art LiDAR based autonomous navigation system for under-canopy agricultural robots. Under-canopy agricultural navigation has been a challenging pr…