I. Introduction
Robots and autonomous vehicles operating in unstructured environments require sensor input to make decisions. Obstacle avoidance and identification of environmental objects are necessary for these vehicles to interact with their surroundings. Vehicles often operate in harsh environments with limited communication bandwidth for operator control and video feedback. In obscured environments, traditional sensors may not be useful.