Essays about: "Autonomous Mobile Robots"

Showing result 11 - 15 of 48 essays containing the words Autonomous Mobile Robots.

  1. 11. Dynamic connection handling for scalable robotic systems using ROS2

    University essay from Mälardalens universitet/Inbyggda system; Mälardalens universitet/Akademin för innovation, design och teknik

    Author : Lukas Johannes Dust; Emil Persson; [2022]
    Keywords : Multi-agent robot system; ROS2; GPSS system; dynamic connection handling; multi-to-one communication; one-to-one communication; scalability;

    Abstract : Multi-agent robot systems, especially for mobile robots in dynamic environments interacting with humans, have seen an increased interest over the past years. Many vehicle manufactures (e.g. READ MORE

  3. 12. Empirical Data Based Predictive Warning System on an Automated Guided Vehicle

    University essay from Linköpings universitet/Interaktiva och kognitiva system

    Author : Anton Blåberg; Gustav Lindahl; [2022]
    Keywords : AGV; Automated Guided Vehicles; Autonomous Mobile Robots; LiDAR; Warning Field; Warning System; Collision Avoidance; Braking System; Robotics; Autonomous Vehicles; Path Predictive; Position Forecasting; Speed Regulation; Decision Making; Protective Field; Protective System; Industry 4.0; AI; Självkörande truckar; Varningsfält; Varningssystem; Säkerhetsfält; Säkerhetssystem; Industri 4.0; Automatiskt inbromsning; Positionsprognos; Beslutsfattande;

    Abstract : An Automated Guided Vehicle (AGV) must follow protective regulations to avoidcrashing into people when autonomously driving in industries. These safety norms require AGVs to enable protective fields, which perform hard braking when objects enter aspecific area in front of the vehicle. READ MORE

  4. 13. Safe Reinforcement Learning for Human-Robot Collaboration : Shielding of a Robotic Local Planner in an Autonomous Warehouse Scenario

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Lukas Vordemann; [2022]
    Keywords : Human-Robot Collaboration; Safe Reinforcement Learning; Shielding; Risk Management; Autonomous Warehouse; Människa-Robot Samarbete; Säker Förstärkningsinlärning; Avskärmning; Riskhantering; Autonomt Lager;

    Abstract : Reinforcement Learning (RL) is popular to solve complex tasks in robotics, but using it in scenarios where humans collaborate closely with robots can lead to hazardous situations. In an autonomous warehouse, mobile robotic units share the workspace with human workers which can lead to collisions, because the positions of humans or non-static obstacles are not known by the robot. READ MORE

  5. 14. Deep Reinforcement Learning for Mapless Mobile Robot Navigation

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Ameer Hamza; [2022]
    Keywords : Mobile Robot; DRL; Deep Learning; Navigation; Mapless;

    Abstract : Navigation is the fundamental capability of mobile robots which allows them to move fromone point to another without any human interference. The autonomous operation of theserobots is depended on reliable, robust, and intelligent navigation system. READ MORE

  6. 15. FPGA Implementation of Feature Matching in ORB-SLAM2

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Hannah Lindström; [2022]
    Keywords : Autonomous navigation; SLAM; Feature matching; FPGA; ORB; Heterogeneous binary tree; Technology and Engineering;

    Abstract : Simultaneous Localization And Mapping (SLAM) is an important component in solving the problem of autonomous navigation — allowing machines such as selfdriving cars and mobile robots to find their way in the world without human instruction. Though there is a steadily growing body of literature in the field of SLAM, far fewer works currently address using hardware acceleration to speed up this computationally heavy task. READ MORE