scispace - formally typeset
Proceedings ArticleDOI

Obstacle avoidance perception processing for the autonomous land vehicle

Reads0
Chats0
TLDR
A description is given of an obstacle avoidance perception sensing system developed for use on Martin Marietta's autonomous land vehicle and techniques for fusing video/range sensor data, locating obstacle regions in range imagery, and mapping of the algorithm onto Warp machine.
Abstract
A description is given of an obstacle avoidance perception sensing system developed for use on Martin Marietta's autonomous land vehicle. The focus is on range-image-based methods developed to run on a high-speed systolic array processor called the Warp machine. Techniques are presented for fusing video/range sensor data, locating obstacle regions in range imagery, and mapping of the algorithm onto Warp machine. The results of applying the perception sensing system in an experimental test run are presented, and limitations of its use are discussed. >

read more

Citations
More filters
Journal ArticleDOI

Multisensor integration and fusion in intelligent systems

TL;DR: The issues involved in integrating multiple sensors into the operation of a system are presented in the context of the type of information these sensors can uniquely provide, along with proposed high-level multisensory representations suitable for mobile robot navigation and control.
Patent

Vehicle position determination system and method

TL;DR: In this article, the first and second position estimates are combined and filtered using novel techniques to derive a more accurate third position estimate of the vehicle's position, which can be used for autonomous navigation.
Journal ArticleDOI

Road-boundary detection and tracking using ladar sensing

TL;DR: In this article, the authors proposed a novel method based on extended Kalman filtering for fast detection and tracking of road curbs using successive range/bearing readings obtained from a scanning two-dimensional ladar measurement system.
Patent

Automated warehousing using robotic forklifts

TL;DR: In this paper, a system for automated inventory management and material handling removes the requirement to operate fully automatically or all-manual using conventional vertical storage and retrieval (S&R) machines.
References
More filters
Proceedings ArticleDOI

Outdoor scene analysis using range data

TL;DR: Techniques for outdoor scene analysis using range data are described to build a 3-D representation of the environment of an mobile robot equipped with a range sensor and have been successfully applied to the problem of path planning through obstacles.
Proceedings ArticleDOI

Video road-following for the autonomous land vehicle

TL;DR: The vision system for Alvin, the Autonomous Land Vehicle, addressing in particular the task of road-following is described, which builds symbolic descriptions of the road and obstacle boundaries using both video and range sensors.
Proceedings ArticleDOI

Warp architecture and implementation

TL;DR: The basic SLAP concept and some of its variants are described, a particular planned implementation is discussed, and its performance on computer vision and other applications are indicated.
Proceedings ArticleDOI

Compilation for a high-performance systolic array

TL;DR: A compiler for Warp, a high-performance systolic array developed at Carnegie Mellon, enhances the usefulness of Warp significantly and allows application programmers to code substantial algorithms.
Proceedings ArticleDOI

Obstacle Avoidance On Roadways Using Range Data

TL;DR: In this article, range data based obstacle avoidance techniques developed for use on an autonomous road-following robot vehicle are presented for detecting and locating obstacles present in a road environment for navigation of a robot vehicle equipped with an active laserbased range sensor.
Related Papers (5)