Semi-autonomous Map-making and Navigation
نویسندگان
چکیده
Map construction and task-oriented navigation constitute two important capabilities for mobile robots. Despite their value, progress to date in the development of stand-alone robots endowed with these capabilities has been limited. We describe an architecture for mobile robots based on the concept of semi-autonomy that employs communication with a human advisor in order to simplify the tasks of map construction and navigation. Communication can be used both by the human to convey information to the robot that is beyond its own perceptual capabilities and by the robot to extract information from the advisor that may be required in the execution of an assigned task. The semiautonomous philosophy has two main benefits, namely a de-emphasis on the notoriously difficult subtask of perception and an overall increase in flexibility.
منابع مشابه
A Navigation System for Autonomous Robot Operating in Unknown and Dynamic Environment: Escaping Algorithm
In this study, the problem of navigation in dynamic and unknown environment is investigated and a navigation method based on force field approach is suggested. It is assumed that the robot performs navigation in...
متن کاملA Hierarchical SLAM/GPS/INS Sensor Fusion with WLFP for Flying Robo-SAR's Navigation
In this paper, we present the results of a hierarchical SLAM/GPS/INS/WLFP sensor fusion to be used in navigation system devices. Due to low quality of the inertial sensors, even a short-term GPS failure can lower the integrated navigation performance significantly. In addition, in GPS denied environments, most navigation systems need a separate assisting resource, in order to increase the avail...
متن کاملStereo - Based Autonomous Navigation and Obstacle Avoidance ?
This paper presents a stereo vision-based autonomous navigation system using a GPS and a modified version of the VFH algorithm. In order to obtain a high-accuracy disparity map and meet the time constraints of the real time navigation system, this work proposes the use of a semi-global stereo method. By not suffering the same issues of the regularly used local stereo methods, the employed stere...
متن کاملA simple navigation framework for the RASCAL robot
In this work, we explore a simple navigation framework for semi-autonomous robots in outdoor environments. Three main components were conceptualized and implemented. Accurate localization is achieved by fusing measurements from an onboard GPS, IMU and odometry. A LIDAR mounted on a tilting platform is used to generate a local map of the surrounding environments. The robot then uses this map to ...
متن کاملNavigation of a Mobile Robot Using Virtual Potential Field and Artificial Neural Network
Mobile robot navigation is one of the basic problems in robotics. In this paper, a new approach is proposed for autonomous mobile robot navigation in an unknown environment. The proposed approach is based on learning virtual parallel paths that propel the mobile robot toward the track using a multi-layer, feed-forward neural network. For training, a human operator navigates the mobile robot in ...
متن کامل