Software Architecture for an Exploration Robot based on Urbi

Size: px
Start display at page:

Download "Software Architecture for an Exploration Robot based on Urbi"

Transcription

1 Software Architecture for an Exploration Robot based on Urbi David Filliat Akim D le Jean-Christophe Baillie Guillaume Duceux David Filliat Quentin Hocquet Matthieu Nottale Ensta-ParisTech, Gostai S.A.S. Control Architectures of Robots 2011 May 25th, 2011 D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR 11 1 / 24

2 Motivations: project PACOM Participate to the CAROTTE competition organized by the DGA and the ANR D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR 11 2 / 24

3 Architecture for a Robot Handling a large set of software components Dealing with events, data-flow, and failure Based on the Urbi framework D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR 11 3 / 24

4 1 System Overview 2 Urbi as a middleware 3 Practical Implementation 4 Conclusion and Future Work D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR 11 4 / 24

5 System Overview System Overview 1 System Overview 2 Urbi as a middleware 3 Practical Implementation 4 Conclusion and Future Work D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR 11 5 / 24

6 Hardware architecture System Overview Hardware Access 3 on-board computers Hokuyo UTM 30 LX Pan-Tilt-Zoom camera SICK LMS 200 Sonar sensors Pionner 3 dx D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR 11 6 / 24

7 System Overview Software components Software components SLAM Path planning Exploration Semantic mapping Robot Servoing Object recognition Windows detector D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR 11 7 / 24

8 System Overview Handling different situations Handling different situations Normal ongoing mission Find a target Find a path to the target Avoid Obstacles Reach the target While detecting Objects At the end generate the semantic map Situations to handle Target unreachable Emergency stop Robot blocked Component failure D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR 11 8 / 24

9 System Overview Handling different situations Handling different situations Normal ongoing mission Find a target Find a path to the target Avoid Obstacles Reach the target While detecting Objects At the end generate the semantic map Situations to handle Target unreachable Emergency stop Robot blocked Component failure D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR 11 8 / 24

10 Urbi as a middleware Urbi as a middleware 1 System Overview 2 Urbi as a middleware 3 Practical Implementation 4 Conclusion and Future Work D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR 11 9 / 24

11 Urbi as a middleware Architecture Software platform for robotic applications distributed component architecture urbiscript Flexible Facilitate integration and development D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR / 24

12 Urbi as a middleware Architecture Software platform for robotic applications distributed component architecture urbiscript Flexible Facilitate integration and development D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR / 24

13 Urbi as a middleware UObjects: drivers and software components UObjects: drivers and software components UObjects Written in C++ or Java API Plugged UObjects Shared-memory at the expense of responsiveness Possibility to run in separate thread Remote UObjects Used seamlessly Parallelism but no shared-memory General failure protection D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR / 24

14 Urbi as a middleware UObjects: drivers and software components UObjects: drivers and software components UObjects Written in C++ or Java API Plugged UObjects Shared-memory at the expense of responsiveness Possibility to run in separate thread Remote UObjects Used seamlessly Parallelism but no shared-memory General failure protection D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR / 24

15 Urbi as a middleware UObjects: drivers and software components UObjects: drivers and software components UObjects Written in C++ or Java API Plugged UObjects Shared-memory at the expense of responsiveness Possibility to run in separate thread Remote UObjects Used seamlessly Parallelism but no shared-memory General failure protection D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR / 24

16 Urbi as a middleware UVar: data-flow control features UVar: data-flow control features Incoming/outgoing interface between components and Urbi Transparent serialization of integer, float, list, array, etc... Event support: notification of change or access D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR / 24

17 urbiscript Urbi as a middleware urbiscript Direct interface with the robot Scripting the behavior of the robot Orchestrate and define robot behavior whenever ( ball.visible ) { headyaw.val += camera.xfov * ball.x & headpitch.val += camera.yfov * ball.y }, D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR / 24

18 Practical Implementation Practical Implementation 1 System Overview 2 Urbi as a middleware 3 Practical Implementation 4 Conclusion and Future Work D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR / 24

19 Practical Implementation Hardware Hardware architecture Hokuyo Laser PTZ Camera SICK Laser Laptop 02 Exploration Laptop 01 Recognition Embedded PC Mapper ( 2DSLAM ) Path planner Guidance Linux Data Logger WIFI Semantic mapper urbiscript Urbi Hardware D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR / 24

20 Data-flow control Practical Implementation Data-flow Position Robot Laser SLAM Speed Sensors Servoing Path Path Planner Obstacles Obstacles Detectors D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR / 24

21 Data-flow control Practical Implementation Data-flow notification of UVar change servoing.&speeddeltacompute.notifychange( closure() { robot.speeddelta = servoing.speeddeltacompute } ); InputPort var connection = slam.&intputlaser << robot.&laserreadings D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR / 24

22 Event-driven mission Practical Implementation Events Loop Mission Update Exploration Map Find target Go To Target Events Events (Watchdog) Target unreachable: - stop the robot - update obstacles map - try another time Or - continue mission elsewhere Robot blocked : - update obstacles map - move out of the area Emergency stop: - stop the robot - emit robot blocked D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR / 24

23 Practical Implementation Events Urbi Events for handling situation creation and caption of events var Global.targetUnreachable = Event.new(); at (targetunreachable?()) { echo("target unreachable!"); driveauto.freeze; explorer.findtargets(); robot.goto(explorer.targets.removefront); }; emitting events targetunreachable!(); D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR / 24

24 Practical Implementation Background processing Parallelism Handling delay for slow processing var buffer = []; var imagerecord = Tag.new(); imagerecord : every(100ms) { buffer.insertfront([camera.val,robot.position]); // In case of congestion, keep only the most recent images. if (buffer.size > 15) buffer.removeback(); }, whenever (!buffer.empty()) { objreco.process(buffer.removeback()); }, D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR / 24

25 Failure protection Practical Implementation Failure protection in urbiscript: checking state of UObject var objreco = nil; every(1s) { if (uobjects.hasslot("objreco") && Global.objReco.protos[0]!= uobjects.objreco) Global.objReco = uobjects.objreco.new(); }, (re)starting shell #! /bin/sh while true do urbi-launch --remote ObjReco.so --host robot done D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR / 24

26 Failure protection Practical Implementation Failure protection in urbiscript: checking state of UObject var objreco = nil; every(1s) { if (uobjects.hasslot("objreco") && Global.objReco.protos[0]!= uobjects.objreco) Global.objReco = uobjects.objreco.new(); }, (re)starting shell #! /bin/sh while true do urbi-launch --remote ObjReco.so --host robot done D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR / 24

27 Conclusion and Future Work Conclusion and Future Work 1 System Overview 2 Urbi as a middleware 3 Practical Implementation 4 Conclusion and Future Work D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR / 24

28 Conclusion and Future Work Conclusion and Future Work Conclusion Control Architectures: Handles data-flow between many modules Deals with different situations Urbi Flexible behavior Facilitate integration and development Facilitate cooperative work Future Work Integrate new components Change the behavior accordingly Take advantage of new Urbi features D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR / 24

29 Conclusion and Future Work Conclusion and Future Work Conclusion Control Architectures: Handles data-flow between many modules Deals with different situations Urbi Flexible behavior Facilitate integration and development Facilitate cooperative work Future Work Integrate new components Change the behavior accordingly Take advantage of new Urbi features D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR / 24

30 End Thank you for your attention! Questions? D. Filliat et al. (Ensta-ParisTech) Exploration Robot Architecture CAR / 24

RobotStadium: Online Humanoid Robot Soccer Simulation Competition

RobotStadium: Online Humanoid Robot Soccer Simulation Competition RobotStadium: Online Humanoid Robot Soccer Simulation Competition Olivier Michel 1, Yvan Bourquin 1, and Jean-Christophe Baillie 2 1 Cyberbotics Ltd., PSE C - EPFL, 1015 Lausanne, Switzerland Olivier.Michel@cyberbotics.com,

More information

ENSTA Bretagne Robotics Topic Group

ENSTA Bretagne Robotics Topic Group ENSTA Bretagne Robotics Topic Group General presentation The Robotics Topic Group of STIC Department at ENSTA Bretagne works mainly on problems found in mobile robotics for marine, submarine, ground, aerial,

More information

University of Florida Department of Electrical and Computer Engineering Intelligent Machine Design Laboratory EEL 4665 Spring 2013 LOSAT

University of Florida Department of Electrical and Computer Engineering Intelligent Machine Design Laboratory EEL 4665 Spring 2013 LOSAT University of Florida Department of Electrical and Computer Engineering Intelligent Machine Design Laboratory EEL 4665 Spring 2013 LOSAT Brandon J. Patton Instructors: Drs. Antonio Arroyo and Eric Schwartz

More information

ARCHITECTURE AND MODEL OF DATA INTEGRATION BETWEEN MANAGEMENT SYSTEMS AND AGRICULTURAL MACHINES FOR PRECISION AGRICULTURE

ARCHITECTURE AND MODEL OF DATA INTEGRATION BETWEEN MANAGEMENT SYSTEMS AND AGRICULTURAL MACHINES FOR PRECISION AGRICULTURE ARCHITECTURE AND MODEL OF DATA INTEGRATION BETWEEN MANAGEMENT SYSTEMS AND AGRICULTURAL MACHINES FOR PRECISION AGRICULTURE W. C. Lopes, R. R. D. Pereira, M. L. Tronco, A. J. V. Porto NepAS [Center for Teaching

More information

C-ELROB 2009 Technical Paper Team: University of Oulu

C-ELROB 2009 Technical Paper Team: University of Oulu C-ELROB 2009 Technical Paper Team: University of Oulu Antti Tikanmäki, Juha Röning University of Oulu Intelligent Systems Group Robotics Group sunday@ee.oulu.fi Abstract Robotics Group is a part of Intelligent

More information

Autonomous Vehicle GNC

Autonomous Vehicle GNC Autonomous Vehicle Global issues for autonomous vehicles (Mikel - 20 min) ION Robotic Lawn Mower (Jade 40 min) Miami University s Approach A Global (Carrie and Casey 1 hour) at de Universite de Cocody

More information

Key Words Interdisciplinary Approaches, Other: capstone senior design projects

Key Words Interdisciplinary Approaches, Other: capstone senior design projects A Kicking Mechanism for an Autonomous Mobile Robot Yanfei Liu, Indiana - Purdue University Fort Wayne Jiaxin Zhao, Indiana - Purdue University Fort Wayne Abstract In August 2007, the College of Engineering,

More information

MEM380 Applied Autonomous Robots I Winter Feedback Control USARSim

MEM380 Applied Autonomous Robots I Winter Feedback Control USARSim MEM380 Applied Autonomous Robots I Winter 2011 Feedback Control USARSim Transforming Accelerations into Position Estimates In a perfect world It s not a perfect world. We have noise and bias in our acceleration

More information

Space Research expeditions and open space work. Education & Research Teaching and laboratory facilities. Medical Assistance for people

Space Research expeditions and open space work. Education & Research Teaching and laboratory facilities. Medical Assistance for people Space Research expeditions and open space work Education & Research Teaching and laboratory facilities. Medical Assistance for people Safety Life saving activity, guarding Military Use to execute missions

More information

Service Robots in an Intelligent House

Service Robots in an Intelligent House Service Robots in an Intelligent House Jesus Savage Bio-Robotics Laboratory biorobotics.fi-p.unam.mx School of Engineering Autonomous National University of Mexico UNAM 2017 OUTLINE Introduction A System

More information

Programming Mobile Robots with Aria and Player

Programming Mobile Robots with Aria and Player Programming Mobile Robots with Aria and Player Amanda Whitbrook Programming Mobile Robots with Aria and Player A Guide to C++ Object-Oriented Control 123 Dr. Amanda Whitbrook University of Nottingham School

More information

Saphira Robot Control Architecture

Saphira Robot Control Architecture Saphira Robot Control Architecture Saphira Version 8.1.0 Kurt Konolige SRI International April, 2002 Copyright 2002 Kurt Konolige SRI International, Menlo Park, California 1 Saphira and Aria System Overview

More information

ROBOTICS & IOT. Workshop Module

ROBOTICS & IOT. Workshop Module ROBOTICS & IOT Workshop Module CURRICULUM STRUCTURE DURATION : 2 day (16 hours) Session 1 Let's Learn Embedded System & Robotics Description Under this topic, we will discuss basics and give brief idea

More information

ROBOTICS & IOT. Workshop Module

ROBOTICS & IOT. Workshop Module ROBOTICS & IOT Workshop Module CURRICULUM STRUCTURE DURATION : 2 day (16 hours) Session 1 Let's Learn Embedded System & Robotics Description Under this topic, we will discuss basics and give brief idea

More information

Incorporating a Software System for Robotics Control and Coordination in Mechatronics Curriculum and Research

Incorporating a Software System for Robotics Control and Coordination in Mechatronics Curriculum and Research Paper ID #15300 Incorporating a Software System for Robotics Control and Coordination in Mechatronics Curriculum and Research Dr. Maged Mikhail, Purdue University - Calumet Dr. Maged B. Mikhail, Assistant

More information

Hybrid architectures. IAR Lecture 6 Barbara Webb

Hybrid architectures. IAR Lecture 6 Barbara Webb Hybrid architectures IAR Lecture 6 Barbara Webb Behaviour Based: Conclusions But arbitrary and difficult to design emergent behaviour for a given task. Architectures do not impose strong constraints Options?

More information

2 Focus of research and research interests

2 Focus of research and research interests The Reem@LaSalle 2014 Robocup@Home Team Description Chang L. Zhu 1, Roger Boldú 1, Cristina de Saint Germain 1, Sergi X. Ubach 1, Jordi Albó 1 and Sammy Pfeiffer 2 1 La Salle, Ramon Llull University, Barcelona,

More information

Knowledge Representation and Cognition in Natural Language Processing

Knowledge Representation and Cognition in Natural Language Processing Knowledge Representation and Cognition in Natural Language Processing Gemignani Guglielmo Sapienza University of Rome January 17 th 2013 The European Projects Surveyed the FP6 and FP7 projects involving

More information

Major Project SSAD. Mentor : Raghudeep SSAD Mentor :Manish Jha Group : Group20 Members : Harshit Daga ( ) Aman Saxena ( )

Major Project SSAD. Mentor : Raghudeep SSAD Mentor :Manish Jha Group : Group20 Members : Harshit Daga ( ) Aman Saxena ( ) Major Project SSAD Advisor : Dr. Kamalakar Karlapalem Mentor : Raghudeep SSAD Mentor :Manish Jha Group : Group20 Members : Harshit Daga (200801028) Aman Saxena (200801010) We were supposed to calculate

More information

* Intelli Robotic Wheel Chair for Specialty Operations & Physically Challenged

* Intelli Robotic Wheel Chair for Specialty Operations & Physically Challenged ADVANCED ROBOTICS SOLUTIONS * Intelli Mobile Robot for Multi Specialty Operations * Advanced Robotic Pick and Place Arm and Hand System * Automatic Color Sensing Robot using PC * AI Based Image Capturing

More information

Intelligent. Mobile Robots. Robots that know where they re going. Since 1995.

Intelligent. Mobile Robots. Robots that know where they re going. Since 1995. Intelligent Mobile Robots Robots that know where they re going. Since 1995. Robots & Controls for MobileRobots Inc offers OEMs, integrators and dealers robust, reliable robot controls and bases with our

More information

Team Project: A Surveillant Robot System

Team Project: A Surveillant Robot System Team Project: A Surveillant Robot System Functional Analysis Little Red Team Chankyu Park (Michael) Seonah Lee (Sarah) Qingyuan Shi (Lisa) Chengzhou Li JunMei Li Kai Lin System Overview robots, Play a

More information

Megamark Arduino Library Documentation

Megamark Arduino Library Documentation Megamark Arduino Library Documentation The Choitek Megamark is an advanced full-size multipurpose mobile manipulator robotics platform for students, artists, educators and researchers alike. In our mission

More information

NCCT IEEE PROJECTS ADVANCED ROBOTICS SOLUTIONS. Latest Projects, in various Domains. Promise for the Best Projects

NCCT IEEE PROJECTS ADVANCED ROBOTICS SOLUTIONS. Latest Projects, in various Domains. Promise for the Best Projects NCCT Promise for the Best Projects IEEE PROJECTS in various Domains Latest Projects, 2009-2010 ADVANCED ROBOTICS SOLUTIONS EMBEDDED SYSTEM PROJECTS Microcontrollers VLSI DSP Matlab Robotics ADVANCED ROBOTICS

More information

NEES CYBERINFRASTRUCTURE: A FOUNDATION FOR INNOVATIVE RESEARCH AND EDUCATION

NEES CYBERINFRASTRUCTURE: A FOUNDATION FOR INNOVATIVE RESEARCH AND EDUCATION NEES CYBERINFRASTRUCTURE: A FOUNDATION FOR INNOVATIVE RESEARCH AND EDUCATION R. Eigenmann 1, T. Hacker 2 and E. Rathje 3 ABSTRACT This paper provides an overview of the vision and ongoing developments

More information

Total Hours Registration through Website or for further details please visit (Refer Upcoming Events Section)

Total Hours Registration through Website or for further details please visit   (Refer Upcoming Events Section) Total Hours 110-150 Registration Q R Code Registration through Website or for further details please visit http://www.rknec.edu/ (Refer Upcoming Events Section) Module 1: Basics of Microprocessor & Microcontroller

More information

e-navigation Underway International February 2016 Kilyong Kim(GMT Co., Ltd.) Co-author : Seojeong Lee(Korea Maritime and Ocean University)

e-navigation Underway International February 2016 Kilyong Kim(GMT Co., Ltd.) Co-author : Seojeong Lee(Korea Maritime and Ocean University) e-navigation Underway International 2016 2-4 February 2016 Kilyong Kim(GMT Co., Ltd.) Co-author : Seojeong Lee(Korea Maritime and Ocean University) Eureka R&D project From Jan 2015 to Dec 2017 15 partners

More information

Mobile Robots Exploration and Mapping in 2D

Mobile Robots Exploration and Mapping in 2D ASEE 2014 Zone I Conference, April 3-5, 2014, University of Bridgeport, Bridgpeort, CT, USA. Mobile Robots Exploration and Mapping in 2D Sithisone Kalaya Robotics, Intelligent Sensing & Control (RISC)

More information

Embedded Robotics. Software Development & Education Center

Embedded Robotics. Software Development & Education Center Software Development & Education Center Embedded Robotics Robotics Development with ARM µp INTRODUCTION TO ROBOTICS Types of robots Legged robots Mobile robots Autonomous robots Manual robots Robotic arm

More information

Real-time Cooperative Behavior for Tactical Mobile Robot Teams. May 11, 1999 Ronald C. Arkin and Thomas R. Collins Georgia Tech

Real-time Cooperative Behavior for Tactical Mobile Robot Teams. May 11, 1999 Ronald C. Arkin and Thomas R. Collins Georgia Tech Real-time Cooperative Behavior for Tactical Mobile Robot Teams May 11, 1999 Ronald C. Arkin and Thomas R. Collins Georgia Tech MissionLab Demonstrations 97-20 Surveillance Mission and Airfield Assessment

More information

RoboCup. Presented by Shane Murphy April 24, 2003

RoboCup. Presented by Shane Murphy April 24, 2003 RoboCup Presented by Shane Murphy April 24, 2003 RoboCup: : Today and Tomorrow What we have learned Authors Minoru Asada (Osaka University, Japan), Hiroaki Kitano (Sony CS Labs, Japan), Itsuki Noda (Electrotechnical(

More information

Formation and Cooperation for SWARMed Intelligent Robots

Formation and Cooperation for SWARMed Intelligent Robots Formation and Cooperation for SWARMed Intelligent Robots Wei Cao 1 Yanqing Gao 2 Jason Robert Mace 3 (West Virginia University 1 University of Arizona 2 Energy Corp. of America 3 ) Abstract This article

More information

SyRoTek - A Robotic System for Education

SyRoTek - A Robotic System for Education SyRoTek - A Robotic System for Education Jan Faigl, Jan Chudoba, Karel Košnar, Miroslav Kulich, Martin Saska and Libor Přeučil Czech Technical University in Prague, FEE, Department of Cybernetics, {xfaigl,kosnar,kulich,saska}@labe.felk.cvut.cz

More information

Sensing and Perception

Sensing and Perception Unit D tion Exploring Robotics Spring, 2013 D.1 Why does a robot need sensors? the environment is complex the environment is dynamic enable the robot to learn about current conditions in its environment.

More information

PROJECTS 2017/18 AUTONOMOUS SYSTEMS. Instituto Superior Técnico. Departamento de Engenharia Electrotécnica e de Computadores September 2017

PROJECTS 2017/18 AUTONOMOUS SYSTEMS. Instituto Superior Técnico. Departamento de Engenharia Electrotécnica e de Computadores September 2017 AUTONOMOUS SYSTEMS PROJECTS 2017/18 Instituto Superior Técnico Departamento de Engenharia Electrotécnica e de Computadores September 2017 LIST OF AVAILABLE ROBOTS AND DEVICES 7 Pioneers 3DX (with Hokuyo

More information

Autonomous Mobile Robot Design. Dr. Kostas Alexis (CSE)

Autonomous Mobile Robot Design. Dr. Kostas Alexis (CSE) Autonomous Mobile Robot Design Dr. Kostas Alexis (CSE) Course Goals To introduce students into the holistic design of autonomous robots - from the mechatronic design to sensors and intelligence. Develop

More information

RPLIDAR A3. Introduction and Datasheet. Low Cost 360 Degree Laser Range Scanner. Model: A3M1. Shanghai Slamtec.Co.,Ltd rev.1.

RPLIDAR A3. Introduction and Datasheet. Low Cost 360 Degree Laser Range Scanner. Model: A3M1. Shanghai Slamtec.Co.,Ltd rev.1. www.slamtec.com RPLIDAR A3 2018-01-24 rev.1.0 Low Cost 360 Degree Laser Range Scanner Introduction and Datasheet Model: A3M1 OPTMAG 16K Shanghai Slamtec.Co.,Ltd Contents CONTENTS... 1 INTRODUCTION... 3

More information

Journal of Mechatronics, Electrical Power, and Vehicular Technology

Journal of Mechatronics, Electrical Power, and Vehicular Technology Journal of Mechatronics, Electrical Power, and Vehicular Technology 8 (2017) 85 94 Journal of Mechatronics, Electrical Power, and Vehicular Technology e-issn: 2088-6985 p-issn: 2087-3379 www.mevjournal.com

More information

Welcome to EGN-1935: Electrical & Computer Engineering (Ad)Ventures

Welcome to EGN-1935: Electrical & Computer Engineering (Ad)Ventures : ECE (Ad)Ventures Welcome to -: Electrical & Computer Engineering (Ad)Ventures This is the first Educational Technology Class in UF s ECE Department We are Dr. Schwartz and Dr. Arroyo. University of Florida,

More information

Available online at ScienceDirect. Procedia Computer Science 76 (2015 ) 2 8

Available online at   ScienceDirect. Procedia Computer Science 76 (2015 ) 2 8 Available online at www.sciencedirect.com ScienceDirect Procedia Computer Science 76 (2015 ) 2 8 2015 IEEE International Symposium on Robotics and Intelligent Sensors (IRIS 2015) Systematic Educational

More information

Mobile Target Tracking Using Radio Sensor Network

Mobile Target Tracking Using Radio Sensor Network Mobile Target Tracking Using Radio Sensor Network Nic Auth Grant Hovey Advisor: Dr. Suruz Miah Department of Electrical and Computer Engineering Bradley University 1501 W. Bradley Avenue Peoria, IL, 61625,

More information

MOBILE ROBOTICS. Sensors An Introduction

MOBILE ROBOTICS. Sensors An Introduction CY 02CFIC CFIDV RO OBOTIC CA 01 MOBILE ROBOTICS Sensors An Introduction Basilio Bona DAUIN Politecnico di Torino Basilio Bona DAUIN Politecnico di Torino 001/1 CY CA 01CFIDV 02CFIC OBOTIC RO An Example

More information

Eurathlon Scenario Application Paper (SAP) Review Sheet

Eurathlon Scenario Application Paper (SAP) Review Sheet Eurathlon 2013 Scenario Application Paper (SAP) Review Sheet Team/Robot Scenario Space Applications Services Mobile manipulation for handling hazardous material For each of the following aspects, especially

More information

TurtleBot2&ROS - Learning TB2

TurtleBot2&ROS - Learning TB2 TurtleBot2&ROS - Learning TB2 Ing. Zdeněk Materna Department of Computer Graphics and Multimedia Fakulta informačních technologií VUT v Brně TurtleBot2&ROS - Learning TB2 1 / 22 Presentation outline Introduction

More information

II. ROBOT SYSTEMS ENGINEERING

II. ROBOT SYSTEMS ENGINEERING Mobile Robots: Successes and Challenges in Artificial Intelligence Jitendra Joshi (Research Scholar), Keshav Dev Gupta (Assistant Professor), Nidhi Sharma (Assistant Professor), Kinnari Jangid (Assistant

More information

AC : A KICKING MECHANISM FOR A SOCCER-PLAYING ROBOT: A MULTIDISCIPLINARY SENIOR DESIGN PROJECT

AC : A KICKING MECHANISM FOR A SOCCER-PLAYING ROBOT: A MULTIDISCIPLINARY SENIOR DESIGN PROJECT AC 2009-1908: A KICKING MECHANISM FOR A SOCCER-PLAYING ROBOT: A MULTIDISCIPLINARY SENIOR DESIGN PROJECT Yanfei Liu, Indiana University-Purdue University, Fort Wayne Jiaxin Zhao, Indiana University-Purdue

More information

Team Project: A Surveillant Robot System

Team Project: A Surveillant Robot System Team Project: A Surveillant Robot System SW & HW Test Plan Little Red Team Chankyu Park (Michel) Seonah Lee (Sarah) Qingyuan Shi (Lisa) Chengzhou Li JunMei Li Kai Lin Software Lists SW Lists for Surveillant

More information

DEVELOPMENT OF A ROBOID COMPONENT FOR PLAYER/STAGE ROBOT SIMULATOR

DEVELOPMENT OF A ROBOID COMPONENT FOR PLAYER/STAGE ROBOT SIMULATOR Proceedings of IC-NIDC2009 DEVELOPMENT OF A ROBOID COMPONENT FOR PLAYER/STAGE ROBOT SIMULATOR Jun Won Lim 1, Sanghoon Lee 2,Il Hong Suh 1, and Kyung Jin Kim 3 1 Dept. Of Electronics and Computer Engineering,

More information

Getting started with Ansible and Oracle

Getting started with Ansible and Oracle Getting started with Ansible and Oracle DOAG, Germany 22 nd Nov 2017 About Me Ron Ekins Oracle Solutions Architect for EMEA @ Pure Storage ron@purestorage.com Twitter: Blog: @RonEkins http://ronekins.wordpress.com

More information

TEAM AERO-I TEAM AERO-I JOURNAL PAPER DELHI TECHNOLOGICAL UNIVERSITY Journal paper for IARC 2014

TEAM AERO-I TEAM AERO-I JOURNAL PAPER DELHI TECHNOLOGICAL UNIVERSITY Journal paper for IARC 2014 TEAM AERO-I TEAM AERO-I JOURNAL PAPER DELHI TECHNOLOGICAL UNIVERSITY DELHI TECHNOLOGICAL UNIVERSITY Journal paper for IARC 2014 2014 IARC ABSTRACT The paper gives prominence to the technical details of

More information

Progress Report. Mohammadtaghi G. Poshtmashhadi. Supervisor: Professor António M. Pascoal

Progress Report. Mohammadtaghi G. Poshtmashhadi. Supervisor: Professor António M. Pascoal Progress Report Mohammadtaghi G. Poshtmashhadi Supervisor: Professor António M. Pascoal OceaNet meeting presentation April 2017 2 Work program Main Research Topic Autonomous Marine Vehicle Control and

More information

Voice Command Based Robotic Vehicle Control

Voice Command Based Robotic Vehicle Control Voice Command Based Robotic Vehicle Control P R Bhole 1, N L Lokhande 2, Manoj L Patel 3, V D Rathod 4, P R Mahajan 5 1, 2, 3, 4, 5 Department of Electronics & Telecommunication, R C Patel Institute of

More information

KI-SUNG SUH USING NAO INTRODUCTION TO INTERACTIVE HUMANOID ROBOTS

KI-SUNG SUH USING NAO INTRODUCTION TO INTERACTIVE HUMANOID ROBOTS KI-SUNG SUH USING NAO INTRODUCTION TO INTERACTIVE HUMANOID ROBOTS 2 WORDS FROM THE AUTHOR Robots are both replacing and assisting people in various fields including manufacturing, extreme jobs, and service

More information

Cooking gets digital. Food becomes transparent. And much more... 06/09/12 EveryCook Page 1 of 6

Cooking gets digital. Food becomes transparent. And much more... 06/09/12 EveryCook Page 1 of 6 Cooking gets digital Food becomes transparent And much more... 06/09/12 EveryCook Page 1 of 6 1 History of EveryCook 2008: I need a cooking device that stirs and keeps a temperature precisely. Then my

More information

RoboCup Rescue - Robot League League Talk. Johannes Pellenz RoboCup Rescue Exec

RoboCup Rescue - Robot League League Talk. Johannes Pellenz RoboCup Rescue Exec RoboCup Rescue - Robot League League Talk Johannes Pellenz RoboCup Rescue Exec Disaster Is the building still safe? Victims? Todays tools Disaster Is the building still safe? Victims? Disaster Is the building

More information

Proseminar Roboter und Aktivmedien. Outline of today s lecture. Acknowledgments. Educational robots achievements and challenging

Proseminar Roboter und Aktivmedien. Outline of today s lecture. Acknowledgments. Educational robots achievements and challenging Proseminar Roboter und Aktivmedien Educational robots achievements and challenging Lecturer Lecturer Houxiang Houxiang Zhang Zhang TAMS, TAMS, Department Department of of Informatics Informatics University

More information

DevOPS, Ansible and Automation for the DBA. Tech Experience 18, Amsersfoot 7 th / 8 th June 2018

DevOPS, Ansible and Automation for the DBA. Tech Experience 18, Amsersfoot 7 th / 8 th June 2018 DevOPS, Ansible and Automation for the DBA Tech Experience 18, Amsersfoot 7 th / 8 th June 2018 About Me Ron Ekins Oracle Solutions Architect, Office of the CTO @Pure Storage ron@purestorage.com Twitter:

More information

RPLIDAR A2. Introduction and Datasheet. Low Cost 360 Degree Laser Range Scanner. Model: A2M5 A2M6 OPTMAG. Shanghai Slamtec.Co.,Ltd rev.1.

RPLIDAR A2. Introduction and Datasheet. Low Cost 360 Degree Laser Range Scanner. Model: A2M5 A2M6 OPTMAG. Shanghai Slamtec.Co.,Ltd rev.1. 2016-10-28 rev.1.0 RPLIDAR A2 Low Cost 360 Degree Laser Range Scanner Introduction and Datasheet Model: A2M5 A2M6 OPTMAG 4K www.slamtec.com Shanghai Slamtec.Co.,Ltd Contents CONTENTS... 1 INTRODUCTION...

More information

Automated Meeting Rooms Using Audiovisual Sensors Using Internet of Things

Automated Meeting Rooms Using Audiovisual Sensors Using Internet of Things Automated Meeting Rooms Using Audiovisual Sensors Using Internet of Things Chinmay Divekar 1, Akshay Deshmukh 2, Bhushan Borse 3, Mr.Akshay Jain 4 1,2,3 Department of Computer Engineering, PVG s College

More information

Hello, and welcome to this presentation of the STM32 Digital Filter for Sigma-Delta modulators interface. The features of this interface, which

Hello, and welcome to this presentation of the STM32 Digital Filter for Sigma-Delta modulators interface. The features of this interface, which Hello, and welcome to this presentation of the STM32 Digital Filter for Sigma-Delta modulators interface. The features of this interface, which behaves like ADC with external analog part and configurable

More information

Image Capture On Embedded Linux Systems

Image Capture On Embedded Linux Systems Image Capture On Embedded Linux Systems Jacopo Mondi FOSDEM 2018 Jacopo Mondi - FOSDEM 2018 Image Capture On Embedded Linux Systems (1/ 63) Who am I Hello, I m Jacopo jacopo@jmondi.org irc: jmondi freenode.net

More information

An Autonomous Self- Propelled Robot Designed for Obstacle Avoidance and Fire Fighting

An Autonomous Self- Propelled Robot Designed for Obstacle Avoidance and Fire Fighting An Autonomous Self- Propelled Robot Designed for Obstacle Avoidance and Fire Fighting K. Prathyusha Assistant professor, Department of ECE, NRI Institute of Technology, Agiripalli Mandal, Krishna District,

More information

Cost efficient design Operates in full sunlight Low power consumption Wide field of view Small footprint Simple serial connectivity Long Range

Cost efficient design Operates in full sunlight Low power consumption Wide field of view Small footprint Simple serial connectivity Long Range Cost efficient design Operates in full sunlight Low power consumption Wide field of view Small footprint Simple serial connectivity Long Range sweep v1.0 CAUTION This device contains a component which

More information

Visual Perception Based Behaviors for a Small Autonomous Mobile Robot

Visual Perception Based Behaviors for a Small Autonomous Mobile Robot Visual Perception Based Behaviors for a Small Autonomous Mobile Robot Scott Jantz and Keith L Doty Machine Intelligence Laboratory Mekatronix, Inc. Department of Electrical and Computer Engineering Gainesville,

More information

Cisco IPICS: Comprehensive Emergency Management & Communications Interoperability

Cisco IPICS: Comprehensive Emergency Management & Communications Interoperability Riyadh, Saudi Arabia Country February 5 th, 2013 Cisco IPICS: Comprehensive Emergency Management & Communications Interoperability Hani Khalaf Customer Solutions Manager Physical Safety and Security Solutions

More information

Real-time Cooperative Behavior for Tactical Mobile Robot Teams. September 10, 1998 Ronald C. Arkin and Thomas R. Collins Georgia Tech

Real-time Cooperative Behavior for Tactical Mobile Robot Teams. September 10, 1998 Ronald C. Arkin and Thomas R. Collins Georgia Tech Real-time Cooperative Behavior for Tactical Mobile Robot Teams September 10, 1998 Ronald C. Arkin and Thomas R. Collins Georgia Tech Objectives Build upon previous work with multiagent robotic behaviors

More information

Perception platform and fusion modules results. Angelos Amditis - ICCS and Lali Ghosh - DEL interactive final event

Perception platform and fusion modules results. Angelos Amditis - ICCS and Lali Ghosh - DEL interactive final event Perception platform and fusion modules results Angelos Amditis - ICCS and Lali Ghosh - DEL interactive final event 20 th -21 st November 2013 Agenda Introduction Environment Perception in Intelligent Transport

More information

RCJ Rescue B. RCJ Rescue B Primary Team Branchburg, NJ USA. Storming Robots in Branchburg, NJ, USA. SR-chitect / Storming Robots

RCJ Rescue B. RCJ Rescue B Primary Team Branchburg, NJ USA. Storming Robots in Branchburg, NJ, USA. SR-chitect / Storming Robots RCJ Rescue B RCJ Rescue B Primary Team Branchburg, NJ USA Storming Robots in Branchburg, NJ, USA 1 TEAM MEMBERS - BIOS 2 Andre Gou (captain) 13 years old Has done robotics for around 4-5 years Shall be

More information

International Journal for Research in Applied Science & Engineering Technology (IJRASET) DTMF Based Robot for Security Applications

International Journal for Research in Applied Science & Engineering Technology (IJRASET) DTMF Based Robot for Security Applications DTMF Based Robot for Security Applications N. Mohan Raju 1, M. Naga Praveen 2, A. Mansoor Vali 3, M. Amrutha 4, K. Jaya Theertha 5 1,2,3,4,5 Department of ECE, JNTUA Abstract: The main idea is to implement

More information

Adaptive Touch Sampling for Energy-Efficient Mobile Platforms

Adaptive Touch Sampling for Energy-Efficient Mobile Platforms Adaptive Touch Sampling for Energy-Efficient Mobile Platforms Kyungtae Han Intel Labs, USA Alexander W. Min, Dongho Hong, Yong-joon Park Intel Corporation, USA April 16, 2015 Touch Interface in Today s

More information

Preliminary Design Report. Project Title: Search and Destroy

Preliminary Design Report. Project Title: Search and Destroy EEL 494 Electrical Engineering Design (Senior Design) Preliminary Design Report 9 April 0 Project Title: Search and Destroy Team Member: Name: Robert Bethea Email: bbethea88@ufl.edu Project Abstract Name:

More information

RPLIDAR A2. Introduction and Datasheet. Model: A2M3 A2M4 OPTMAG. Shanghai Slamtec.Co.,Ltd rev.1.0 Low Cost 360 Degree Laser Range Scanner

RPLIDAR A2. Introduction and Datasheet. Model: A2M3 A2M4 OPTMAG. Shanghai Slamtec.Co.,Ltd rev.1.0 Low Cost 360 Degree Laser Range Scanner RPLIDAR A2 2016-07-04 rev.1.0 Low Cost 360 Degree Laser Range Scanner Introduction and Datasheet Model: A2M3 A2M4 OPTMAG 4K www.slamtec.com Shanghai Slamtec.Co.,Ltd Contents CONTENTS... 1 INTRODUCTION...

More information

ICT : Internet of Things and Platforms for Connected Smart Objects

ICT : Internet of Things and Platforms for Connected Smart Objects LEIT ICT WP2014-15 ICT 30 2015: Internet of Things and Platforms for Connected Smart Objects Peter Friess (peter.friess@ec.europa.eu), Network Technologies Werner Steinhoegl (werner.steinhoegl@ec.europa.eu),

More information

Cost efficient design Operates in full sunlight Low power consumption Wide field of view Small footprint Simple serial connectivity Long Range

Cost efficient design Operates in full sunlight Low power consumption Wide field of view Small footprint Simple serial connectivity Long Range Cost efficient design Operates in full sunlight Low power consumption Wide field of view Small footprint Simple serial connectivity Long Range sweep v1.0 CAUTION This device contains a component which

More information

CORC 3303 Exploring Robotics. Why Teams?

CORC 3303 Exploring Robotics. Why Teams? Exploring Robotics Lecture F Robot Teams Topics: 1) Teamwork and Its Challenges 2) Coordination, Communication and Control 3) RoboCup Why Teams? It takes two (or more) Such as cooperative transportation:

More information

MarineSIM : Robot Simulation for Marine Environments

MarineSIM : Robot Simulation for Marine Environments MarineSIM : Robot Simulation for Marine Environments P.G.C.Namal Senarathne, Wijerupage Sardha Wijesoma,KwangWeeLee, Bharath Kalyan, Moratuwage M.D.P, Nicholas M. Patrikalakis, Franz S. Hover School of

More information

Team Kanaloa: research initiatives and the Vertically Integrated Project (VIP) development paradigm

Team Kanaloa: research initiatives and the Vertically Integrated Project (VIP) development paradigm Additive Manufacturing Renewable Energy and Energy Storage Astronomical Instruments and Precision Engineering Team Kanaloa: research initiatives and the Vertically Integrated Project (VIP) development

More information

Training Schedule. Robotic System Design using Arduino Platform

Training Schedule. Robotic System Design using Arduino Platform Training Schedule Robotic System Design using Arduino Platform Session - 1 Embedded System Design Basics : Scope : To introduce Embedded Systems hardware design fundamentals to students. Processor Selection

More information

STEPMAN Newsletter. Introduction

STEPMAN Newsletter. Introduction STEPMAN Newsletter Issue 3 Introduction The project is supported by the Seventh Framework Program (FP7) under the Research for the Benefit of SME Associations scheme. 10 participants (3 associations, 3

More information

Rapid Development System for Humanoid Vision-based Behaviors with Real-Virtual Common Interface

Rapid Development System for Humanoid Vision-based Behaviors with Real-Virtual Common Interface Rapid Development System for Humanoid Vision-based Behaviors with Real-Virtual Common Interface Kei Okada 1, Yasuyuki Kino 1, Fumio Kanehiro 2, Yasuo Kuniyoshi 1, Masayuki Inaba 1, Hirochika Inoue 1 1

More information

A*STAR Unveils Singapore s First Social Robots at Robocup2010

A*STAR Unveils Singapore s First Social Robots at Robocup2010 MEDIA RELEASE Singapore, 21 June 2010 Total: 6 pages A*STAR Unveils Singapore s First Social Robots at Robocup2010 Visit Suntec City to experience the first social robots - OLIVIA and LUCAS that can see,

More information

UC Mercenary Team Description Paper: RoboCup 2008 Virtual Robot Rescue Simulation League

UC Mercenary Team Description Paper: RoboCup 2008 Virtual Robot Rescue Simulation League UC Mercenary Team Description Paper: RoboCup 2008 Virtual Robot Rescue Simulation League Benjamin Balaguer and Stefano Carpin School of Engineering 1 University of Califronia, Merced Merced, 95340, United

More information

RoboPatriots: George Mason University 2009 RoboCup Team

RoboPatriots: George Mason University 2009 RoboCup Team RoboPatriots: George Mason University 2009 RoboCup Team Keith Sullivan, Christopher Vo, Brian Hrolenok, and Sean Luke Department of Computer Science, George Mason University 4400 University Drive MSN 4A5,

More information

Factories of the Future Industry 4.0 The European Perspective

Factories of the Future Industry 4.0 The European Perspective Factories of the Future Industry 4.0 The European Perspective Luis Carneiro INESC TEC, on behalf of EFFRA Agenda The importance of the manufacturing industry EFFRA The European Factories of the Future

More information

UNIT1. Keywords page 13-14

UNIT1. Keywords page 13-14 UNIT1 Keywords page 13-14 What is a Robot? A robot is a machine that can do the work of a human. Robots can be automatic, or they can be computer-controlled. Robots are a part of everyday life. Most robots

More information

SUMMER CAMPS www.robo-geek.ca 1.800.414.4109 Robo-Geek is a technology company founded by engineers to promote STEM, with the aim to foster students confidence and I Can do it attitude. Our staff consists

More information

An Open Robot Simulator Environment

An Open Robot Simulator Environment An Open Robot Simulator Environment Toshiyuki Ishimura, Takeshi Kato, Kentaro Oda, and Takeshi Ohashi Dept. of Artificial Intelligence, Kyushu Institute of Technology isshi@mickey.ai.kyutech.ac.jp Abstract.

More information

Smart-M3-Based Robot Interaction in Cyber-Physical Systems

Smart-M3-Based Robot Interaction in Cyber-Physical Systems FRUCT 16, Oulu, Finland October 30, 2014 Smart-M3-Based Robot Interaction in Cyber-Physical Systems Nikolay Teslya *, Sergey Savosin * * St. Petersburg Institute for Informatics and Automation of the Russian

More information

INTRODUCTION OF SOME APPROACHES FOR EDUCATIONS OF ROBOT DESIGN AND MANUFACTURING

INTRODUCTION OF SOME APPROACHES FOR EDUCATIONS OF ROBOT DESIGN AND MANUFACTURING INTRODUCTION OF SOME APPROACHES FOR EDUCATIONS OF ROBOT DESIGN AND MANUFACTURING T. Matsuo *,a, M. Tatsuguchi a, T. Higaki a, S. Kuchii a, M. Shimazu a and H. Terai a a Department of Creative Engineering,

More information

RPLIDAR A1. Introduction and Datasheet. Low Cost 360 Degree Laser Range Scanner. Model: A1M8. Shanghai Slamtec.Co.,Ltd rev.1.

RPLIDAR A1. Introduction and Datasheet. Low Cost 360 Degree Laser Range Scanner. Model: A1M8. Shanghai Slamtec.Co.,Ltd rev.1. www.slamtec.com RPLIDAR A1 2018-03-23 rev.1.1 Low Cost 360 Degree Laser Range Scanner Introduction and Datasheet Model: A1M8 Shanghai Slamtec.Co.,Ltd Contents CONTENTS... 1 INTRODUCTION... 3 SYSTEM CONNECTION...

More information

Comments of Shared Spectrum Company

Comments of Shared Spectrum Company Before the DEPARTMENT OF COMMERCE NATIONAL TELECOMMUNICATIONS AND INFORMATION ADMINISTRATION Washington, D.C. 20230 In the Matter of ) ) Developing a Sustainable Spectrum ) Docket No. 181130999 8999 01

More information

INTELLIGENT GUIDANCE IN A VIRTUAL UNIVERSITY

INTELLIGENT GUIDANCE IN A VIRTUAL UNIVERSITY INTELLIGENT GUIDANCE IN A VIRTUAL UNIVERSITY T. Panayiotopoulos,, N. Zacharis, S. Vosinakis Department of Computer Science, University of Piraeus, 80 Karaoli & Dimitriou str. 18534 Piraeus, Greece themisp@unipi.gr,

More information

Development of a Low-Cost SLAM Radar for Applications in Robotics

Development of a Low-Cost SLAM Radar for Applications in Robotics Development of a Low-Cost SLAM Radar for Applications in Robotics Thomas Irps; Stephen Prior; Darren Lewis; Witold Mielniczek; Mantas Brazinskas; Chris Barlow; Mehmet Karamanoglu Department of Product

More information

Semi-Autonomous Parking for Enhanced Safety and Efficiency

Semi-Autonomous Parking for Enhanced Safety and Efficiency Technical Report 105 Semi-Autonomous Parking for Enhanced Safety and Efficiency Sriram Vishwanath WNCG June 2017 Data-Supported Transportation Operations & Planning Center (D-STOP) A Tier 1 USDOT University

More information

William Milam Ford Motor Co

William Milam Ford Motor Co Sharing technology for a stronger America Verification Challenges in Automotive Embedded Systems William Milam Ford Motor Co Chair USCAR CPS Task Force 10/20/2011 What is USCAR? The United States Council

More information

Team S.S. Minnow RoboBoat 2015

Team S.S. Minnow RoboBoat 2015 1 Team RoboBoat 2015 Abigail Butka Daytona Beach Homeschoolers Palm Coast Florida USA butkaabby872@gmail.com Nick Serle Daytona Beach Homeschoolers Flagler Beach, Florida USA Abstract This document describes

More information

Combining complementary skills, research, novel technologies.

Combining complementary skills, research, novel technologies. The Company Farextra is a Horizon 2020 project spinoff at the forefront of a new industrial revolution. Focusing on AR and VR solutions in industrial training, safety and maintenance Founded on January

More information

interactive IP: Perception platform and modules

interactive IP: Perception platform and modules interactive IP: Perception platform and modules Angelos Amditis, ICCS 19 th ITS-WC-SIS76: Advanced integrated safety applications based on enhanced perception, active interventions and new advanced sensors

More information

Evolution of Software-Only-Simulation at NASA IV&V

Evolution of Software-Only-Simulation at NASA IV&V Evolution of Software-Only-Simulation at NASA IV&V http://www.nasa.gov/centers/ivv/jstar/itc.html Justin McCarty Justin.McCarty@TMCTechnologies.com Justin Morris Justin.R.Morris@Nasa.gov Scott Zemerick

More information

I C T. Per informazioni contattare: "Vincenzo Angrisani" -

I C T. Per informazioni contattare: Vincenzo Angrisani - I C T Per informazioni contattare: "Vincenzo Angrisani" - angrisani@apre.it Reference n.: ICT-PT-SMCP-1 Deadline: 23/10/2007 Programme: ICT Project Title: Intention recognition in human-machine interaction

More information