Introduction to Robotics
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1 Artificial Intelligence & Neuro Cognitive Systems Fakultät für Informatik Introduction to Robotics Dr.-Ing. John Nassour
2 Suggested literature
3 General Information Prerequisites: Basic knowledge of Mathematics.
4 The Goal of the course This course gives an introduction to robotics, with a particular interest in biologically inspired robots; like humanoid robots. It presents different methods for programming robots to perform tasks that involve sensory motor interactions. The participants of the course will apply their knowledge in the Praktikum Robotik and program robots for different tasks.
5 Evaluation 25-minutes oral exam Homework Oral presentation of a related scientific paper or topic (10 minutes ) Guest lectures one or two Interaction
6 Communication via Use [Robotik] in the subject filed of your s. Ex: [Robotik] bla bla bla Please send me an to add your contact on the list for the lecture slides and also for communication regarding the Robotik and the Praktikum.
7 Robotics Robotics is concerned with the study of those machines that can replace/assist human/animal beings in the execution of tasks, as regards both physical activity and decision making. In all robot applications, completion of a task requires the execution of a specific motion prescribed to the robot. The correct execution of such motion is entrusted to the control system which should provide the robot s actuators with the commands consistent with the desired motion. Motion control demands an accurate analysis of the characteristics of the mechanical structure, actuators, and sensors. Modelling a robot is therefore a necessary premise to develop motion control strategies.
8 Find the Challenge!
9 Find the Challenge!
10 Find the Challenge!
11 Find the Challenge! The communication delay that occurs in a one-way transmission: Circuit Distance Delay Time HF link (UK-NZ) ~20,000 km 0.07 s (67 ms) Submarine cable(uk-nz) ~20,000 km 0.07 s (67 ms) Geosat Link (US-Aus) ~80,000 km 0.25 s Earth-Moon 384,000 km 1.3 s Earth-Mars million km 3-21 minutes Earth-Jupiter million km minutes Earth-Pluto ~5800 million km 5 hours Earth-Nearest Star ~9.5 million million km 4 years
12 Find the Challenge! No model for the environment Interaction with the environment All terrain (friction, slopes, rough) Obstacle avoidance Path planning Autonomy
13 Find the Challenge!
14 Find the Challenge! Motor skills and capabilities Performance Speed
15 Find the Challenge!
16 Find the Challenge! Interact with human Safe interaction Reasoning Taking decision
17 Bionic Limbs: Find the Challenge!
18 Find the Challenge! Interact with the environment Increase motor capabilities Make it lighter Transfer the sense into human Reduce the electromagnetic interference
19 Bionic Limbs
20 Bionic Limbs
21 Cheetah-cub Robot -EPFL
22 Motivation Why Robots? A group of 139 Japanese heroes from Tokyo went to help the first group of 50 people to Fukushima, into what seems obvious to be a suicide mission. Not only humanoids can help Two humanoids deal with toxic spills Robots May Help Children with Autism
23 Motivation Why Robots?
24 What is a Robot?
25 What is a Robot?
26 Robot vs. Animals
27 Robot vs. Animals Mechanical structure Motor Sensor Source of power Computer Program Skeleton Muscle Sense Food/Air Brain Cognition
28 What is a Robot? A robot is a reprogrammable, multifunctional manipulator designed to move material, parts, tools or specialized devices through variable programmed motions for the performance of a variety of tasks. Definition by Robotic Industries Association
29 Classification According to:
30 Classification According to: Application
31 Classification According to: Application (industrial, medical, military, domestic robots, )
32 Classification According to: Application (industrial, medical, military, domestic robots, ) Mobility
33 Classification According to: Application (industrial, medical, military, domestic robots, ) Mobility (legged, wheeled, swimming, flying, non-mobile robots)
34 Classification According to: Application (industrial, medical, military, domestic robots, ) Mobility (legged, wheeled, swimming, flying, non-mobile robots) Interaction
35 Classification According to: Application (industrial, medical, military, domestic robots, ) Mobility (legged, wheeled, swimming, flying, non-mobile robots) Interaction (interactive, non-interactive robots)
36 Classification According to: Application (industrial, medical, military, domestic robots, ) Mobility (legged, wheeled, swimming, flying, non-mobile robots) Interaction (interactive, non-interactive robots) Autonomously
37 Classification According to: Application (industrial, medical, military, domestic robots, ) Mobility (legged, wheeled, swimming, flying, non-mobile robots) Interaction (interactive, non-interactive robots) Autonomously (fully-controlled, half-autonomous, autonomous robots)
38 Classification According to: Application (industrial, medical, military, domestic robots, ) Mobility (legged, wheeled, swimming, flying, non-mobile robots) Interaction (interactive, non-interactive robots) Autonomously (fully-controlled, half-autonomous, autonomous robots) Learning ability
39 Classification According to: Application (industrial, medical, military, domestic robots, ) Mobility (legged, wheeled, swimming, flying, non-mobile robots) Interaction (interactive, non-interactive robots) Autonomously (fully-controlled, half-autonomous, autonomous robots) Learning ability (robots that learn, robots that does not)
40 Classification According to: Application (industrial, medical, military, domestic robots, ) Mobility (legged, wheeled, swimming, flying, non-mobile robots) Interaction (interactive, non-interactive robots) Autonomously (fully-controlled, half-autonomous, autonomous robots) Learning ability (robots that learn, robots that does not) Real vs. virtual robots
41 Classification According to: Application (industrial, medical, military, domestic robots, ) Mobility (legged, wheeled, swimming, flying, non-mobile robots) Interaction (interactive, non-interactive robots) Autonomously (fully-controlled, half-autonomous, autonomous robots) Learning ability (robots that learn, robots that does not) Real vs. virtual robots Working environment
42 Classification According to: Application (industrial, medical, military, domestic robots, ) Mobility (legged, wheeled, swimming, flying, non-mobile robots) Interaction (interactive, non-interactive robots) Autonomously (fully-controlled, half-autonomous, autonomous robots) Learning ability (robots that learn, robots that does not) Real vs. virtual robots Working environment (indoor, outdoor robots)
43 Classification According to: Application (industrial, medical, military, domestic robots, ) Mobility (legged, wheeled, swimming, flying, non-mobile robots) Interaction (interactive, non-interactive robots) Autonomously (fully-controlled, half-autonomous, autonomous robots) Learning ability (robots that learn, robots that does not) Real vs. virtual robots Working environment (indoor, outdoor robots) Sensation
44 Classification According to: Application (industrial, medical, military, domestic robots, ) Mobility (legged, wheeled, swimming, flying, non-mobile robots) Interaction (interactive, non-interactive robots) Autonomously (fully-controlled, half-autonomous, autonomous robots) Learning ability (robots that learn, robots that does not) Real vs. virtual robots Working environment (indoor, outdoor robots) Sensation (robot that sense, robots that does not)
45 Classification According to: Application (industrial, medical, military, domestic robots, ) Mobility (legged, wheeled, swimming, flying, non-mobile robots) Interaction (interactive, non-interactive robots) Autonomously (fully-controlled, half-autonomous, autonomous robots) Learning ability (robots that learn, robots that does not) Real vs. virtual robots Working environment (indoor, outdoor robots) Sensation (robot that sense, robots that does not) Social interaction
46 Classification According to: Application (industrial, medical, military, domestic robots, ) Mobility (legged, wheeled, swimming, flying, non-mobile robots) Interaction (interactive, non-interactive robots) Autonomously (fully-controlled, half-autonomous, autonomous robots) Learning ability (robots that learn, robots that does not) Real vs. virtual robots Working environment (indoor, outdoor robots) Sensation (robot that sense, robots that does not) Social interaction (social, non-social robots)
47 Classification According to: Application (industrial, medical, military, domestic robots, ) Mobility (legged, wheeled, swimming, flying, non-mobile robots) Interaction (interactive, non-interactive robots) Autonomously (fully-controlled, half-autonomous, autonomous robots) Learning ability (robots that learn, robots that does not) Real vs. virtual robots Working environment (indoor, outdoor robots) Sensation (robot that sense, robots that does not) Social interaction (social, non-social robots)
48 Mobility Advantages, Disadvantages, Applications, Today s research Wheeled Non-mobile Hexapod Humanoid (Biped) Flying Quadruped Legged Robots Swimming
49 Hexapod Hexapod robots have a large number of real life applications, from crossing potentially dangerous terrain to carrying out search and rescue operations in hazardous and unpredictable disaster zones (Karalarli, 2003). Hexapod Advantages over wheeled, quadruped or bipedal robots: While wheeled robots are faster on level ground than legged robots, hexapods are the fastest of the legged robots, as they have the optimum number of legs for walking speed - studies have shown that a larger number of legs does not increase walking speed (Alexadre et al, 1991).
50 Humanoid Robots Designed by HONDA Simulate the walk of a human Walk stabilization and stair climbing Improve balance and add functionality More friendly design, improved walking, stair climbing -descending, and wireless automatic movements More compact Run, walk on uneven slopes and surfaces, turn smoothly, climb stairs, and reach for and grasp objects. Voice and face recognition? Assisting the elderly or persons confined to wheelchair. Performing certain tasks that are dangerous to humans.
51 Humanoid Robots Designed by KAWADA Industries HRP HRP-4 HRP-4C
52 Humanoid Robots Hydraulic actuation Robot name: SARCOS Designed by Advanced Telecommunications Research Institute International Hydraulic unit not embedded Year: 2007 Robot name: ATLAS Developed by Boston Dynamics Tall 1.88 m Wight 150 kg Extremely capable Military purposes Hydraulic unit not embedded Unveiled on June 2013
53 Humanoid Robots Robot name: NAO / Romeo Developed by Aldebaran Robotics Year: 2007/2014 Domestic assistance purposes Electrically actuated
54 Multidisciplinary Approach Lets Build a Robot
55 Multidisciplinary Approach Lets Build a Robot What this robot should do?
56 Multidisciplinary Approach Lets Build a Robot What are the needs? Who is involved? What this robot should do?
57 Multidisciplinary Approach Computer Sciences Cognitive neuroscience Engineering Robotics Artificial Intelligence Biomechanics Psychology
58 Engineering Computer Sciences Cognitive neuroscience Engineering Robotics Artificial Intelligence Biomechanics Psychology
59 Engineering What robots need from Engineering?
60 Engineering What robots need from Engineering? Source of power Battery Li-ion 21.6 V/ 2.15 Ah Puissance 27.6 W Autonomy: 1h to 1h30 Duration of charging: 5h
61 Engineering What robots need from Engineering? Source of power Electronics (Motor control & CPU & Bus communication) Motherboard (Head): - ATOM Z GHz CPU - 1 GB RAM - 2 GB flash memory - 4 to 8 GB flash memory (user) - Noyau linux, distrib. Gentoo - Middleware naoqi Second CPU in the torso - Management motors/encoders Serial bus motors / sensors Motor control cards (PID)
62
63 Engineering What robots need from Engineering? Source of power Electronics (Motor control & CPU & Bus communication) Motorization Pneumatic Electric Hydraulic
64 Electric Engineering What robots need from Engineering? Source of power Electronics (Motor control & CPU & Bus communication) Motorization Advantages: Batteries embedded => motion autonomy Graphene batteries => X10 energy density Easy control Lightweight Drawbacks: Heating of joints => needs a cooling system to increase working time Rigid joints, but artificial compliance can be introduced
65 Pneumatic/Hydraulic Engineering What robots need from Engineering? Source of power Electronics (Motor control & CPU & Bus communication) Motorization Advantages: Much larger force/torque Can provide natural joint flexibility Drawbacks: Noisy Problem of leaks Bulkiness, and heavy weight if power source embedded Often, power source not embedded (most existing hydraulic humanoids get power from external source) Control design more difficult
66 Engineering What robots need from Engineering? Source of power Electronics: Motor control & CPU & Bus communication Motorization Mechanical transmissions
67
68 Calculate the angular velocities of the two joints: HeadYaw and HeadPitch that corespond to no load speeds?
69 Engineering What robots need from Engineering? Source of power Electronics: Motor control & CPU & Bus communication Motorization Mechanical transmissions Design: Degrees of freedom DOF & Kinematics & Joint Layout Reachable space Where is the best place to put the motor? What are the axis? How many motor we need for each joint?
70 Engineering What robots need from Engineering? Source of power Electronics: Motor control & CPU & Bus communication Motorization Mechanical transmissions Design: Degrees of freedom DOF & Kinematics & Joint Layout Sensors
71 Engineering What robots need from Engineering? Source of power Electronics: Motor control & CPU & Bus communication Motorization Mechanical transmissions Design: Degrees of freedom DOF & Kinematics & Joint Layout Sensors (Proprioceptive
72 Engineering What robots need from Engineering? Source of power Electronics: Motor control & CPU & Bus communication Motorization Mechanical transmissions Design: Degrees of freedom DOF & Kinematics & Joint Layout Sensors (Proprioceptive, Exteroceptive) Example: Force Sensitive Resistors: These sensors measure a resistance change according to the pressure applied. The FSR located on the feet have a working range from 0 N to 25 N.
73 Engineering Control Low level: regulation loop sensor motor e.g. PID Kinematic model (Cartesian trajectory level: position control) Differential kinematic model (velocity control) Dynamical model ( force / torque control) Trajectory generation/planning Stability analysis
74 Bio-inspired mechanics Computer Sciences Cognitive neuroscience Engineering Robotics Artificial Intelligence Biomechanics Psychology
75 Bio-inspired mechanics Artificial muscles It expands radially and contracts axially when inflated, while generating high pulling forces along the longitudinal axis. Hopping Mechanism with Knee Actuated High torque/weight and power/weight ratios Muscles natural compliance The actuator can be positioned at the joint without complex gearing mechanisms Shock absorbance during impact. The generated force is highly non-linear, that make it difficult to control Suggested reading: Masahiko Osada, Tamon Izawa, Junichi Urata, Yuto Nakanishi, Kei Okada, and Masayuki Inaba. Approach of "planar muscle" suitable for musculoskeletal humanoids, especially for their body trunk with spine having multiple vertebral. IEEE Humanoids, pages
76 Bio-inspired mechanics Artificial muscles Compliance Stiff actuator (non-compliant actuator ) is a device, which is able to move to a specific position or to track a predefined trajectory. Once a position is reached, it will remain at that position, whatever the external forces exerted on the actuator (within the force limits of the device). Compliant actuator on the other hand will allow deviations from its own equilibrium position, depending on the applied external force.
77 Bio-inspired mechanics Artificial muscles Compliance Vertebral column
78 Bio-inspired mechanics Artificial muscles Compliance Vertebral column Tactile sensitive skin (cover the whole body, multimodality) Video Suggested reading: Ravinder S. Dahiya, Philipp Mittendorfer, Maurizio Valle, Gordon Cheng and Vladimir Lumelsky. Directions Towards Effective Utilization of Tactile Skin - A Review. IEEE SENSORS JOURNAL, 2013
79 Computer Sciences What robots need from Computer Sciences? Computer Sciences Cognitive neuroscience Engineering Robotics Artificial Intelligence Biomechanics Psychology
80 Computer Sciences What robots need from Computer Sciences? Programming languages
81 Computer Sciences What robots need from Computer Sciences? Programming languages Simulation Environments
82 Computer Sciences What robots need from Computer Sciences? Programming languages Simulation Environments Software development kits (SDK)
83 Computer Sciences What robots need from Computer Sciences? Programming languages Simulation Environments Software development kits (SDK) Embedded software October 2016 J.Nassour 83
84 Computer Sciences What robots need from Computer Sciences? Programming languages Simulation Environments Software development kits (SDK) Embedded software Networking
85 Computer Sciences What robots need from Computer Sciences? Programming languages Simulation Environments Software development kits (SDK) Embedded software Networking Navigation Localization and mapping
86 Computer Sciences What robots need from Computer Sciences? Programming languages Simulation Environments Software development kits (SDK) Embedded software Networking Navigation Localization and mapping Vision
87 Artificial Intelligence Why robots need AI? Computer Sciences Cognitive neuroscience Engineering Robotics Artificial Intelligence Biomechanics Psychology Suggested reading: Serena H. Chen, Anthony J. Jakeman, John P. Norton, Artificial Intelligence techniques: An introduction to their use for modelling environmental systems, Mathematics and Computers in Simulation, Volume 78, Issues 2 3, July 2008, Pages
88 Artificial Intelligence Why robots need AI? Interaction with people
89 Artificial Intelligence Why robots need AI? Interaction with people Deal with unexpected changes
90 Artificial Intelligence Why robots need AI? Interaction with people Deal with unexpected changes They must be able to do:
91 Artificial Intelligence Why robots need AI? Interaction with people Deal with unexpected changes They must be able to do: Voice recognition
92 Artificial Intelligence Why robots need AI? Interaction with people Deal with unexpected changes They must be able to do: Voice recognition Face recognition
93 Artificial Intelligence Why robots need AI? Interaction with people Deal with unexpected changes They must be able to do: Voice recognition Face recognition Emotion recognition
94 Artificial Intelligence Why robots need AI? Interaction with people Deal with unexpected changes They must be able to do: Voice recognition Face recognition Emotion recognition Event-driven decision making
95 Artificial Intelligence Why robots need AI? Interaction with people Deal with unexpected changes They must be able to do: Voice recognition Face recognition Emotion recognition Event-driven decision making Reasoning capabilities
96 Psychology Why robots need Psychology? Computer Sciences Cognitive neuroscience Engineering Robotics Artificial Intelligence Biomechanics Psychology
97 Psychology Why robots need psychology? Be acceptable by human (assist elderly and disabled) Generate Human behavior
98 Psychology Why robots need psychology? Be acceptable by human (assist elderly and disabled) Generate Human behavior What robots need from psychology? Reacting to humans social signals Following norms of human behavior New designs Source: PD Dr. Agnieszka Wykowska Dept. Psychology, Ludwig-Maximilians-Universität & ICS Technische Universität München
99 Cognitive Neuroscience Why robots need Cognitive Neuroscience? Computer Sciences Cognitive neuroscience Engineering Robotics Artificial Intelligence Biomechanics Psychology
100 Cognitive Neuroscience Centralization 1662: Descartes recognized the need to convey peripheral signals to a central point, so that the actions of various limbs could be coordinated. Computer Sciences Cognitive neuroscience Engineering Robotics Artificial Intelligence Biomechanics Psychology
101 Cognitive Neuroscience Why robots need Cognitive Neuroscience? Perception, Recognition Motor coordination Attention (e.g. eye movement) Learning, Adaptation Planning Decision making By studying the neural activation and the behavioral consequences of the brain damages, cognitive neuroscience promises to delineate the connections between the brain anatomy and the functionality of the human mind that is studied in cognitive psychology.
102 Today's Limitation Computer Sciences Cognitive neuroscience Engineering Robotics Artificial Intelligence Biomechanics Psychology
103 Today's Limitation Sensors! Actuators! Balance control loop! Intelligence! Strategies! Coordinated reactions! Not yet possible
104 Today's Limitation
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