Semi-Autonomous Unmanned Ground Vehicle Control System
نویسندگان
چکیده
Unmanned Ground Vehicles (UGVs) have advantages over people in a number of different applications, ranging from sentry duty, scouting hazardous areas, convoying goods and supplies over long distances, and exploring caves and tunnels. Despite recent advances in electronics, vision, artificial intelligence, and control technologies, fully autonomous UGVs are still far from being a reality. Currently, most UGVs are fielded using tele-operation with a human in the control loop. Using tele-operations, a user controls the UGV from the relative safety and comfort of a control station and sends commands to the UGV remotely. It is difficult for the user to issue higher level commands such as patrol this corridor or move to this position while avoiding obstacles. As computer vision algorithms are implemented in hardware, the UGV can easily become partially autonomous. As Field Programmable Gate Arrays (FPGAs) become larger and more powerful, vision algorithms can run at frame rate. With the rapid development of CMOS imagers for consumer electronics, frame rate can reach as high as 200 frames per second with a small size of the region of interest. This increase in the speed of vision algorithm processing allows the UGVs to become more autonomous, as they are able to recognize and avoid obstacles in their path, track targets, or move to a recognized area. The user is able to focus on giving broad supervisory commands and goals to the UGVs, allowing the user to control multiple UGVs at once while still maintaining the convenience of working from a central base station. In this paper, we will describe a novel control system for the control of semi-autonomous UGVs. This control system combines a user interface similar to a simple tele-operation station along with a control package, including the FPGA and multiple cameras. The control package interfaces with the UGV and provides the necessary control to guide the UGV.
منابع مشابه
Teleoperated Visual Inspection and Surveillance with Unmanned Ground and Aerial Vehicles
This paper introduces our robotic system named UGAV (Unmanned Ground-Air Vehicle) consisting of two semi-autonomous robot platforms, an Unmanned Ground Vehicle (UGV) and an Unmanned Aerial Vehicles (UAV). The paper focuses on three topics of the inspection with the combined UGV and UAV: (A) teleoperated control by means of cell or smart phones with a new concept of automatic configuration of th...
متن کاملSemi-autonomous Stability Control and Hazard Avoidance for Manned and Unmanned Ground Vehicles
1. ABSTRACT This paper presents a method for trajectory planning, threat assessment, and semi-autonomous control of manned and unmanned ground vehicles. A model predictive controller iteratively replans a stability-optimal trajectory through the safe region of the environment while a threat assessor and semiautonomous control law modulate driver and controller inputs to maintain stability, pres...
متن کاملTELEOPERATED VISUAL INSPECTION AND SURVEILLANCE WITH UNMANNED GROUND AND AERIAL VEHICLES Teleoperated Visual Inspection and Surveillance with Unmanned Ground and Aerial Vehicles
This paper introduces our robotic system named UGAV (Unmanned Ground-Air Vehicle) consisting of two semi-autonomous robot platforms, an Unmanned Ground Vehicle (UGV) and an Unmanned Aerial Vehicles (UAV). The paper focuses on three topics of the inspection with the combined UGV and UAV: (A) teleoperated control by means of cell or smart phones with a new concept of automatic configuration of th...
متن کاملUNCLASSIFIED / UNLIMITED UNCLASSIFIED / UNLIMITED Articulated Unmanned Ground Vehicles ( UGVs ) Controlled with Complimentary Semi - & Autonomous Mobility Behaviors
This paper will discuss and provide detailed descriptions of unique configurations of small articulated unmanned systems and describe the design of several approaches resulting in substantial increases in autonomous/semi-autonomous mobility and resultant survivability. The greater mobility results from unique chassis configurations which do not require the space claim for human operators. Each ...
متن کاملA UAV Based Automated Airborne Surveillance System
This paper presents a system architecture for an integrated airborne surveillance system that allows Unmanned Aerial Vehicles (UAVs) to serve as autonomous sensing platforms. The proposed architecture consists of the communications, autonomous navigation and machine vision modules enabling the UAV to move into targeted locations, acquire and evaluate collected data while remaining in contact wi...
متن کاملBasic Motion Model of Autonomous Ground Vehicle
This paper deals with the basic design and implementation of the mathematical motion model of an autonomous unmanned ground vehicle. This model comes from the specific construction of the vehicle, which was designed in order to verify and demonstrate its autonomous motion possibilities indoors and outdoors. This article presents two different issues of the basic model: a) computing vehicle posi...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2006