Politecnico di Milano Advanced Network Technologies Laboratory. Course Mechanics
|
|
- Willis Smith
- 5 years ago
- Views:
Transcription
1 Politecnico di Milano Advanced Network Technologies Laboratory Course Mechanics 1
2 The Course Team o Instructor n Matteo Cesana o matteo.cesana@polimi.it o o o Office Hours: Tuesday, o Teaching Assistant n Alessandro Redondi o alessandroenrico.redondi@polimi.it 2
3 Support Material and Syllabus o Course Web Site o Background papers to be provided 3
4 Slide Sources o Part of the slides used in this course are adapted from: n Ian F. Akyildiz, Sensor Networks, n/classes.html n D. Culler, Wireless Embedded Internetworking, o See also the source slides for the valuable contribution 4
5 Grading o Grade Composition n Written Exam: 26/30 n Project: up to 8/30 (100% by September 28, 2017, 50% by February 2018) o Must-Know Issues: n Students must be regularly and formally registered to an exam to have a positive grade registered (PoliSelf). n Grades obtained in a given exam (date) remain valid until the student submits a new final exam. n Grades can be registered in any exam date, provided that the student have regularly and correctly registered to the exam. 5
6 Exam Dates o June 26, 2017 (time TBD) o July 24, 2017 (timetbd) o September 7, 2017 (time TBD) o September 28, 2017 (time TBD) 6
7 Politecnico di Milano Advanced Network Technologies Laboratory Introduction and Impact 7
8 The Classical Internet User Terminals Access Networks Back Bone o Mostly Static Clients accessing Well Known services in the network 8
9 Transition Steps o Internet Clients are going Mobile (Cell Phones, PDAs), n 80% of twits coming from mobile devices 1 n 90% mobile user penetration in developed countries 2 o Mobile Clients with Sensing and Actuating capabilities n Client themselves become information/service producers 1 FierceWireless 2011, 2 ITU
10 The pulse of New York 10
11 Technology Push o o o o CMOS miniaturization Micro-sensors (MEMS, Materials, Circuits) n acceleration, vibration, gyroscope, tilt, magnetic, heat, motion, pressure, temp, light, moisture, humidity, barometric n actuators Communication n short range, low bit-rate, CMOS radios (1-10 mw) Power n Batteries (1,000 mw*s/mm 3 ), fuel cells 10x n solar (10 mw/cm 2, 0.1 mw indoors), vibration (~uw/gm), flow n 1 cm 3 battery => 1 year at 10 msgs/sec Source: Lecture slides of Wireless Embedded Internetworking, Prof. D. Culler 11
12 New Class of Computing log (people per computer) Mainframe Minicomputer Workstation PC Laptop PDA year 12
13 The new Internet Users o Tiny, cheap and unattended devices with sensing and communication capabilities spread all over n n n in the environment (ambient intelligence) in objects (embedded computing) on body (wearable computing) o The target is no longer reaching a specific IP but rather reaching a specific content/service Un mondo di smart objects 13
14 Ambient Intelligence Science Fiction Minority Report, 2002 Steven Spielberg 14
15 Ambient Intelligence- Reality Estimote 15
16 E-Health LAURA 16
17 Future Internet User Terminals Access Networks Back Bone EdgeNet 17
18 IoT: Several Definitions o Common Features: n Smart Objects n Data Capture n Pervasiveness n Seamless Communication o o o A global network infrastructure, linking physical and virtual objects through the exploitation of data capture and communication capabilities. This infrastructure includes existing and evolving Internet and network developments.. (CASAGRAS) A world where physical objects are seamlessly integrated into the information network, and where the physical objects can become active participants in business processes.. (Future Internet EU Initiative) A world-wide network of uniquely addressable interconnected objects, based on standard communication (ETP-EPOSS) 18
19 Rough Market Size o Current Internet n 700 Million hosts n 1.4 Billion users o 100+ Billion microcontrollers worldwide o 10 Billion shipments a year o The Internet of Things has the potential for a size in Trillions o By B connected devices (Cisco), 40ZB of data (IDC) 19
20 Traffic 2015: 1.2B vehicles (1 vehicle each 6 people) 1 Fonti: 1 R. L. Polk
21 Smart Parking Ingredients: Asphalt sensors and/or cameras Communication technologies Intelligence to manage the parking information End user Apps Ex: SFPark park meters spots -Dynamic pricing to incentivize virtuous users behavior 21
22 Environment Gestione rifiuti Energy efficiency Pollution 75% of GHG emissions due to cities Cities cover 2% of Earth surface 1 Source:
23 Waste Management Ingredients: Sensors in thrash cans Communication technologies/systems Intelligence to manage/optimize collection squads End-user Apps Control center 23
24 Smart Energy Ingredients: WSN to monitor power consumption and user profiles Algorithms to optimally schedule appliances Communication channel with the power supplier to get energy prices Communication channel with the Internet to get context data (meteo) End user App Energy Tariff Estimated Load & PV Production 24
25 IoT Building Blocks and Challenges SECURITY RELIABILITY/ROBUSTNESS Things Connectivity Data Analytics 25
26 IoT Challenges: Security SECURITY o Scenario 1 : n Bio-sensor detects heart attack and calls 911 n while waiting Messagge From: Loony Pharma Obj: new drug Try our new product! Message From: Health Insurance Obj: contract upgrade The contract fee was unilaterally increased of 50% 1 from John Barret, TED talks 26
27 IoT Building Blocks and Challenges RELIABILITY/ROBUSTNESS o Hardware level: n Data collected must be reliable/consistent n Device must live in harsh environment o Software level n Communication protocols must be robust to failures, changing topologies, interferences, etc. n Self healing, self configuration functionalities needed 27
28 IoT Challenges: Things Things o Cost reduction o Miniaturization o Energy Efficiency o Resiliency o Design, H&M interfaces 28
29 IoT Challenges & Core Blocks: Connectivity Connectivity o What communication technologies? n Energy efficiency is a must n Single-hop vs Multi-hop o What communication protocols? n Classical protocols not suited n The integration issue 29
30 IoT Challenges & Core Components: Data & Analytics Data Analytics Scale (# devices) o CISCO(2011): 50B o Gartner (2013): 26B o MK (2011): 75B 30
31 Course Plan & Objectives o To give you a comprehensive view of the Internet of Things o To analyze the core components to make it happen n Focus on Things, Connectivity ; we ll see also something about Data & Analytics o Hands on activities n Guidelines on how to operate things in the Internet of Things 31
32 The Course in a Nutshell o The IoT n n Definition, Applications and Challenges Enabling Technologies (WSNs and RFIDs) o Handling Embedded Devices n Hardware Abstractions, Design Constraints, PHY alternatives o IoT Connectivity n n Low Power Long Range Solutions: LoraWAN Low Power Short Range Solutions: ZigBee and 6LowPAN o IoT Application Layers n COAP and MQTT o Radio Frequency Identification n n Applications and Available Technologies Collision Arbitration 32
33 Hands On Activities o Operating Networks of Embedded Devices n Playing with TinyOS/NesC n Playing with Contiki n Playing with ThingSpeak/SixthSense/NodeRed o Calendar (Tentative, keep checking web site): n March 29 n April 12 n April 26 n May 10 n May 17 n May 31 33
SHAPING THE FUTURE OF IOT: PLATFORMS FOR CO-CREATION, RAPID PROTOTYPING AND SUCCESSFUL INDUSTRIALIZATION
SHAPING THE FUTURE OF IOT: PLATFORMS FOR CO-CREATION, RAPID PROTOTYPING AND SUCCESSFUL INDUSTRIALIZATION Dr. Julian Bartholomeyczik Head of Software Development Bosch Connected Devices and Solutions GmbH
More informationWireless Sensor Networks (aka, Active RFID)
Politecnico di Milano Advanced Network Technologies Laboratory Wireless Sensor Networks (aka, Active RFID) Hardware and Hardware Abstractions Design Challenges/Guidelines/Opportunities 1 Let s start From
More informationInfineon at a glance
Infineon at a glance 2017 www.infineon.com We make life easier, safer and greener with technology that achieves more, consumes less and is accessible to everyone. Microelectronics from Infineon is the
More informationPart I: Introduction to Wireless Sensor Networks. Alessio Di
Part I: Introduction to Wireless Sensor Networks Alessio Di Mauro Sensors 2 DTU Informatics, Technical University of Denmark Work in Progress: Test-bed at DTU 3 DTU Informatics, Technical
More informationRealizing Human-Centricity: Data-Driven Services
Realizing Human-Centricity: Data-Driven Services Ajay Chander R&D Lead, Data Driven Life Innovations Fujitsu Laboratories of America January 22, 2014 INTERNAL USE ONLY Copyright 2014 FUJITSU LIMITED Context:
More informationMEMS Sensors as enablers for IoTS Shanghai, 17 th of March 2014 百里博 / Leopold Beer Regional President Asia Pacific
- The MEMS Technology Leader MEMS Sensors as enablers for IoTS Shanghai, 17 th of March 2014 百里博 / Leopold Beer Regional President Asia Pacific 1 Marketing 17/03/2014 GmbH 2013. All rights reserved, also
More informationRF(433Mhz) BASED PROJECTS
************************************************************************ INNOVATIVE & APPLICATION ORIENTED PROJECTS ON SVSEMBEDDED SYSTEMS (8051/AVR/ARM7/MSP430/RENESAS/ARM cortex M3) ************************************************************************
More informationNordic IoT centre. IC Design Services. Feasibility studies. IoT device design. IC manufacturing. Concept validation
Nordic IoT centre Concept validation Feasibility studies IC Design Services IC manufacturing IoT device design Test & validation State-of-the-art Pretotyping Context validation Design panel User interactions
More informationSmart Government The Potential of Intelligent Networking in Government and Public Administration
Smart Government The Potential of Intelligent Networking in Government and Public Administration CeDEM 2016, Krems (Austria), 18.05.2016 Prof. Dr. Jörn von Lucke The Open Government Institute Zeppelin
More informationDesign of WSN for Environmental Monitoring Using IoT Application
Design of WSN for Environmental Monitoring Using IoT Application Sarika Shinde 1, Prof. Venkat N. Ghodke 2 P.G. Student, Department of E and TC Engineering, DPCOE Engineering College, Pune, Maharashtra,
More informationInternet of Things. (Ref: Slideshare)
Internet of Things (Ref: Slideshare) Contents Introduction/Overview The Internet of Things Applications of IoT Challenges and Barriers in IoT Future of IoT Internet Revolution Impact of the Internet Education
More informationMachinery Health Monitoring and Power Scavenging. Prepared for WMEA. Presented by Lewis Watt November 15 th, 2007
Machinery Health Monitoring and Power Scavenging Prepared for WMEA Presented by Lewis Watt November 15 th, 2007 RLW, Inc. 2007 All Rights Reserved An Open Platform for Condition Monitoring Any Transducer
More informationT Seminar on Embedded Systems. Internet of Things Ambient energy harvesting Mikko Lampi
T-106.5840 Seminar on Embedded Systems Internet of Things Ambient energy harvesting Mikko Lampi 1 Internet of Things Early precursors from -90 by IBM and Motorola Nebulous term, many interpretations As
More informationInertial Sensors. Ellipse Series MINIATURE HIGH PERFORMANCE. Navigation, Motion & Heave Sensing IMU AHRS MRU INS VG
Ellipse Series MINIATURE HIGH PERFORMANCE Inertial Sensors IMU AHRS MRU INS VG ITAR Free 0.2 RMS Navigation, Motion & Heave Sensing ELLIPSE SERIES sets up new standard for miniature and cost-effective
More informationEverBlu. Wireless fixed data collection system
Solution EverBlu Wireless fixed data collection system > Automatic daily meter reads > Graphical data analysis > Reliable self-healing wireless mesh network > Suitable for urban, suburban and rural environments
More informationSymposium: Urban Energy innovation
Symposium: Urban Energy innovation Smart Monitoring, Management & Control Referent: Simone Baldi (3mE, TU Delft) Co-Referent: Wilbert Prinssen (Technolution) Chair: Laure Itard (BK, TU Delft) 30 May, 2018
More informationComputer Networks II Advanced Features (T )
Computer Networks II Advanced Features (T-110.5111) Wireless Sensor Networks, PhD Postdoctoral Researcher DCS Research Group For classroom use only, no unauthorized distribution Wireless sensor networks:
More informationNETWORK CONNECTIVITY FOR IoT. Hari Balakrishnan. Lecture #5 6.S062 Mobile and Sensor Computing Spring 2017
NETWORK CONNECTIVITY FOR IoT Hari Balakrishnan Lecture #5 6.S062 Mobile and Sensor Computing Spring 2017 NETWORKING: GLUE FOR THE IOT IoT s technology push from the convergence of Embedded computing Sensing
More informationDefinitions of Ambient Intelligence
Definitions of Ambient Intelligence 01QZP Ambient intelligence Fulvio Corno Politecnico di Torino, 2017/2018 http://praxis.cs.usyd.edu.au/~peterris Summary Technology trends Definition(s) Requested features
More informationIOT GEOLOCATION NEW TECHNICAL AND ECONOMICAL OPPORTUNITIES
IOT GEOLOCATION NEW TECHNICAL AND ECONOMICAL OPPORTUNITIES Florian LECLERE f.leclere@kerlink.fr EOT Conference Herning 2017 November 1st, 2017 AGENDA 1 NEW IOT PLATFORM LoRa LPWAN Platform Geolocation
More informationWELCOME SMART WATER NETWORKS SENSORS & COMMUNICATIONS FOR. Andy Newland Regional Sales Director Asia Pacific
WELCOME SENSORS & COMMUNICATIONS FOR SMART WATER NETWORKS Andy Newland Regional Sales Director Asia Pacific A LITTLE ABOUT SENSUS Sensus is a leading global utility infrastructure company whose technology
More informationThe Wize Protocol, LPWAN for Smart Cities By P. M. Evjen
The Wize Protocol, LPWAN for Smart Cities By P. M. Evjen Wize is a novel approach to a wireless LPWAN network for Industrial IoT applications based on Wireless M-Bus at 169 MHz. Based on this well-established
More informationIndustrial radar sensing. April 2018
Industrial radar sensing April 2018 The world is getting smarter An ever increasing number of sensors assist, enable and keep us safe everyday Radar is a smart sensor, with advanced sensing capabilities
More informationIRN Vehicular Communications Part II Introduction to Radio Networks
IRN Vehicular Communications Part II Introduction to Radio Networks Roberto Verdone Slides are provided as supporting tool, they are not a textbook! roberto.verdone@unibo.it +39 051 20 93817 Office Hours:
More informationInertial Sensors. Ellipse Series MINIATURE HIGH PERFORMANCE. Navigation, Motion & Heave Sensing IMU AHRS MRU INS VG
Ellipse Series MINIATURE HIGH PERFORMANCE Inertial Sensors IMU AHRS MRU INS VG ITAR Free 0.1 RMS Navigation, Motion & Heave Sensing ELLIPSE SERIES sets up new standard for miniature and cost-effective
More informationPolitecnico di Milano Advanced Network Technologies Laboratory. Radio Frequency Identification
Politecnico di Milano Advanced Network Technologies Laboratory Radio Frequency Identification RFID in Nutshell o To Enhance the concept of bar-codes for faster identification of assets (goods, people,
More informationInternet of Things (Winter Training Program) 6 Weeks/45 Days
(Winter Training Program) 6 Weeks/45 Days PRESENTED BY RoboSpecies Technologies Pvt. Ltd. Office: W-53g, Sec- 11, Noida, UP Contact us: Email: stp@robospecies.com Website: www.robospecies.com Office: +91-120-4245860
More informationSensor Networks and the Future of Networked Computation
Sensor Networks and the Future of Networked Computation James Aspnes Yale University February 16th, 2006 Why wireless sensor networks? Rationale Classical networks The present Question: If a tree falls
More informationTTÜ infotehnoloogiateaduskond Informaatikainstituut. Enn Õunapuu Vanemteadur
TTÜ infotehnoloogiateaduskond Informaatikainstituut Enn Õunapuu enn.ounapuu@ttu.ee Vanemteadur Towards a connected world TEDxBNMIT We are moving towards a more connected, instrumented and data driven world
More informationDefinitions and Application Areas
Definitions and Application Areas Ambient intelligence: technology and design Fulvio Corno Politecnico di Torino, 2013/2014 http://praxis.cs.usyd.edu.au/~peterris Summary Definition(s) Application areas
More informationBiomedical sensors data fusion algorithm for enhancing the efficiency of fault-tolerant systems in case of wearable electronics device
Biomedical sensors data fusion algorithm for enhancing the efficiency of fault-tolerant systems in case of wearable electronics device Aileni Raluca Maria 1,2 Sever Pasca 1 Carlos Valderrama 2 1 Faculty
More informationSome Areas for PLC Improvement
Some Areas for PLC Improvement Andrea M. Tonello EcoSys - Embedded Communication Systems Group University of Klagenfurt Klagenfurt, Austria email: andrea.tonello@aau.at web: http://nes.aau.at/tonello web:
More informationTutorial: The Web of Things
Tutorial: The Web of Things Carolina Fortuna 1, Marko Grobelnik 2 1 Communication Systems Department, 2 Artificial Intelligence Laboratory Jozef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia {carolina.fortuna,
More informationThe Next Era of Global Technological Development
The Next Era of Global Technological Development Seminar at the John Curtin Institute of Public Policy Curtin University WA. Tuesday June 17 th 2014. Presented by Mal Bryce, Kelvin Willoughby and Ron Johnston
More informationAIS Annual Investor Day 2016 Digital Transformation at AIS. 18 November 2016
AIS Annual Investor Day 2016 Digital Transformation at AIS 18 November 2016 Addressing consumer s future demand with AIS technology roadmap Kriengsak Wanichnatee Chief Technology Officer 1 Global Technology
More informationTowards Sustainable Process Industries: The Role of Control and Optimisation. Klaus H. Sommer, President of A.SPIRE
Towards Sustainable Process Industries: The Role of Control and Optimisation Klaus H. Sommer, President of A.SPIRE www.spire2030.eu Contents Overview on the SPIRE PPP The Role of Process Control & Optimisation
More informationSensors. with a Purpose. Libelium s Smart Sensors Aim to Change the World One Node at a Time
DECEMBER 2015 Sensors with a Purpose Libelium s Smart Sensors Aim to Change the World One Node at a Time Automotive Signal Conditioning Sensors Beehive Sensors Monitor Global Pollination Sensors with a
More informationAn IoT Based Real-Time Environmental Monitoring System Using Arduino and Cloud Service
Engineering, Technology & Applied Science Research Vol. 8, No. 4, 2018, 3238-3242 3238 An IoT Based Real-Time Environmental Monitoring System Using Arduino and Cloud Service Saima Zafar Emerging Sciences,
More informationPhysical layer authentication of Internet of Things wireless devices through permutation and dispersion entropy
Physical layer authentication of Internet of Things wireless devices through permutation and dispersion entropy Gianmarco Baldini European Commission DG.JRC.E3 Gianmarco.Baldini@ec.europa.eu 1 Internet
More informationMiMurcia. Murcia Smart City Project. Prof. D. Antonio F. Skarmeta Gómez
Murcia Smart City Project Prof. D. Antonio F. Skarmeta Gómez skarmeta@um.es Smart Murcia 7th city of Spain Previous experiences on smart initiatives Energy efficiency and sustainable mobility Citizen participation
More informationInternet of Things and smart mobility. Dr. Martin Donoval POWERTEC ltd. Slovak University of Technology in Bratislava
Internet of Things and smart mobility Dr. Martin Donoval POWERTEC ltd. Slovak University of Technology in Bratislava the development story of IoT on the ground IoT in the air What is IoT? The Internet
More informationHarnessing the 4th Industrial Revolution. Professor Mark Esposito Harvard University & Nexus
Harnessing the 4th Industrial Revolution Professor Mark Esposito Harvard University & Nexus FrontierTech @Exp_Mark Technology Foresight Series Summary 4 th Industrial Revolution Five emerging technologies
More information5G, IoT, UN-SDG OMA LwM2M, IPSO
5G, IoT, UN-SDG OMA LwM2M, IPSO Padmakumar Subramani (NOKIA), Chair, OMASpecWorks DM&SE WG 12-5-2018 Contents Sustainable Development Goals - UN... 2 No Poverty... 2 Zero Hunger... 2 Good Health and Well-Being...
More information31 Dec. 2012, Huawei Unveils its Viewpoints on 2013 Industry Trends
Beyond ICT: Embracing the next digital revolution 31 Dec. 2012, Huawei Unveils its Viewpoints on 2013 Industry Trends The history of human social development is, to some extent, the history of human scientific
More informationUnauthenticated Download Date 11/13/18 3:36 AM
48 OPEN doi 10.1515 / gfkmir-2017-0008 Smart Cities / Vol. 9, No. 1, 2017 / GfK MIR 49 Smart Cities, Livable Cities Anil Menon keywords Digital Transformation, Internet of Things, Smart Cities, Connected
More informationSENLUTION Miniature Angular & Heading Reference System The World s Smallest Mini-AHRS
SENLUTION Miniature Angular & Heading Reference System The World s Smallest Mini-AHRS MotionCore, the smallest size AHRS in the world, is an ultra-small form factor, highly accurate inertia system based
More informationTechnology Trends for Government
Technology Trends for Government Leaders @RajneshSingh rds@jugad.in Where we came from Module 4: ICT Trends for Government Leaders First edition: 2007/8 Revised: 2011 But ICT Trends are fast-evolving K
More informationUNISI Team. UNISI Team - Expertise
Control Alberto Bemporad (prof.) Davide Barcelli (student) Daniele Bernardini (PhD student) Marta Capiluppi (postdoc) Giulio Ripaccioli (PhD student) XXXXX (postdoc) Communications Andrea Abrardo (prof.)
More informationJust how smart is your home?
Just how smart is your home? A look at the features and benefits of LightwaveRF technology to control lighting, heating and security in your home. John Shermer Technology Choices Technology Choices Zigbee
More informationGraduation Design Project Proposal Form
King Saud University College of Engineering Electrical Engineering Department Semester: 381 Graduation Design Project Proposal Form Project # E1 Project Title: Design, Manufacturing and Characterization
More informationInertial Sensors. Ellipse 2 Series MINIATURE HIGH PERFORMANCE. Navigation, Motion & Heave Sensing IMU AHRS MRU INS VG
Ellipse 2 Series MINIATURE HIGH PERFORMANCE Inertial Sensors IMU AHRS MRU INS VG ITAR Free 0.1 RMS Navigation, Motion & Heave Sensing ELLIPSE SERIES sets up new standard for miniature and cost-effective
More informationMEMS Oscillators: Enabling Smaller, Lower Power IoT & Wearables
MEMS Oscillators: Enabling Smaller, Lower Power IoT & Wearables The explosive growth in Internet-connected devices, or the Internet of Things (IoT), is driven by the convergence of people, device and data
More informationComputer-Augmented Environments: Back to the Real World
Computer-Augmented Environments: Back to the Real World Hans-W. Gellersen Lancaster University Department of Computing Ubiquitous Computing Research HWG 1 What I thought this talk would be about Back to
More informationWelcome 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 informationWireless Sensor Networks for Aerospace Applications
SAE 2017 Aerospace Standards Summit th 25-26 April 2017, Cologne, Germany Wireless Sensor Networks for Aerospace Applications Dr. Bahareh Zaghari University of Southampton, UK June 9, 2017 In 1961, the
More informationInertial Sensors. Ellipse 2 Series MINIATURE HIGH PERFORMANCE. Navigation, Motion & Heave Sensing IMU AHRS MRU INS VG
Ellipse 2 Series MINIATURE HIGH PERFORMANCE Inertial Sensors IMU AHRS MRU INS VG ITAR Free 0.1 RMS Navigation, Motion & Heave Sensing ELLIPSE SERIES sets up new standard for miniature and cost-effective
More informationThe Eleventh Advanced International Conference on Telecommunications (AICT 2015) June 21-26, Brussels, Belgium
The Eleventh Advanced International Conference on Telecommunications (AICT 2015) June 21-26, 2015 - Brussels, Belgium Panel on Telecommunications Challenges in Urban Networking Moderator and Panelists
More informationChallenge AS3: Utilise Recent Developments in IT, Computing & Energy Storage Technology to Transform the Analytical Operations
Challenge AS3: Utilise Recent Developments in IT, Computing & Energy Storage Technology to Transform the Analytical Operations Date: 14 th November 2017 Presenter: Koulis Efkarpidis 2 Scale of Challenge
More informationHybrid Positioning through Extended Kalman Filter with Inertial Data Fusion
Hybrid Positioning through Extended Kalman Filter with Inertial Data Fusion Rafiullah Khan, Francesco Sottile, and Maurizio A. Spirito Abstract In wireless sensor networks (WSNs), hybrid algorithms are
More informationCognitive Robotics 2017/2018
Cognitive Robotics 2017/2018 Course Introduction Matteo Matteucci matteo.matteucci@polimi.it Artificial Intelligence and Robotics Lab - Politecnico di Milano About me and my lectures Lectures given by
More informationDigital Transformation. A Game Changer. How Does the Digital Transformation Affect Informatics as a Scientific Discipline?
Digital Transformation A Game Changer How Does the Digital Transformation Affect Informatics as a Scientific Discipline? Manfred Broy Technische Universität München Institut for Informatics ... the change
More information5G Cities: Connecting People, Here, There & Everywhere. Lani Ingram VP, Verizon Smart Communities
5G Cities: Connecting People, Here, There & Everywhere Lani Ingram VP, Verizon Smart Communities Verizon is Building for the Future Technology Trends & Revolutions 5G & Multi-access Edge Compute (MEC)
More informationLocation Based Services On the Road to Context-Aware Systems
University of Stuttgart Institute of Parallel and Distributed Systems () Universitätsstraße 38 D-70569 Stuttgart Location Based Services On the Road to Context-Aware Systems Kurt Rothermel June 2, 2004
More informationDesign and development of embedded systems for the Internet of Things (IoT) Fabio Angeletti Fabrizio Gattuso
Design and development of embedded systems for the Internet of Things (IoT) Fabio Angeletti Fabrizio Gattuso Node energy consumption The batteries are limited and usually they can t support long term tasks
More informationThe GATEway Project London s Autonomous Push
The GATEway Project London s Autonomous Push 06/2016 Why TRL? Unrivalled industry position with a focus on mobility 80 years independent transport research Public and private sector with global reach 350+
More informationPlaceLab. A House_n + TIAX Initiative
Massachusetts Institute of Technology A House_n + TIAX Initiative The MIT House_n Consortium and TIAX, LLC have developed the - an apartment-scale shared research facility where new technologies and design
More informationUNIVERSITY OF CAGLIARI
UNIVERSITY OF CAGLIARI DIEE - Department of Electrical and Electronic Engineering Can the Wearable be Social? Michele Nitti michele.nitti@diee.unica.it At MCLab http://mclab.diee.unica.it/ 1 Outline How
More informationDynamic Network Energy Management via Proximal Message Passing
Dynamic Network Energy Management via Proximal Message Passing Matt Kraning, Eric Chu, Javad Lavaei, and Stephen Boyd Google, 2/20/2013 1 Outline Introduction Model Device examples Algorithm Numerical
More informationInternet-of-Things for Development Bigomokero Antoine Bagula
Internet-of-Things for Development Bigomokero Antoine Bagula ISAT A Laboratory & T4D B Laboratory A. Computer Science Department University of the Western Cape (UWC) Cape Town South Africa B. Abdus Salam
More informationIntroduction to Programming. June 4 June 8, and July 9 July 13 Mo-Fr., 8:30AM - 3:30PM
Introduction to Programming June 4 June 8, and July 9 July 13 This hands-on training will teach basics of computer programming. Campers will learn how computers work, how to control devices and components
More informationCognitive Robotics 2016/2017
Cognitive Robotics 2016/2017 Course Introduction Matteo Matteucci matteo.matteucci@polimi.it Artificial Intelligence and Robotics Lab - Politecnico di Milano About me and my lectures Lectures given by
More informationTeleoperated Robot Controlling Interface: an Internet of Things Based Approach
Proc. 1 st International Conference on Machine Learning and Data Engineering (icmlde2017) 20-22 Nov 2017, Sydney, Australia ISBN: 978-0-6480147-3-7 Teleoperated Robot Controlling Interface: an Internet
More informationThe Internet of Things
ITU Internet Reports 2005: The Internet of Things Press Conference Tunis, 17 November 2005 Lara Srivastava Strategy and Policy Unit (SPU), International Telecommunication Union (ITU) Note: The views expressed
More informationConnecting Manchester. How BT s Internet of Things solutions became central to the CityVerve smart city project
How BT s Internet of Things solutions became central to the CityVerve smart city project November 2017 An introduction to CityVerve Manchester s CityVerve project brings together 21 organisations including
More informationApplications. > > Oil & Gas. > > RoVs and auvs. > > Oceanography. > > Monitoring stations. > > Seismic. > > Networks and relay chains
Underwater acoustic Modems EvoLogics S2CR - series underwater acoustic modems provide full-duplex digital communication delivering an excellent performance, resistant to the challenges of the dynamic subsea
More informationSensors. CS Embedded Systems p. 1/1
CS 445 - Embedded Systems p. 1/1 Sensors A device that provides measurements of a physical process. Many sensors are transducers, devices that convert energy from one form to another. Examples: Pressure
More informationSAVITRIBAI PHULE PUNE UNIVERSITY
S- 165/2014 SAVITRIBAI PHULE PUNE UNIVERSITY EXAMINATION CIRCULAR No. 165 of 2014 Programme of the M.E. 2013 Credit Pattern (Sem. I & II ) (All Branches) Examination, Nov. - 2014. Instructions to the Candidates:
More informationTHE CONNECTED INFRASTRUCTURE SOLUTION MONITORING HOW STRUCTURES EVOLVE
THE CONNECTED INFRASTRUCTURE SOLUTION MONITORING HOW STRUCTURES EVOLVE Loadsensing is a data acquisition and monitoring system which combines state-of-the-art wireless monitoring and advanced software
More informationISENSE DATA SHEET. strument
ISENSE DATA SHEET Instr strument mentation tion for Science and a Industry try ISI sa-nv Rue du Doyenné 3-1180 Brussels Tel +32 (0) 2 343 30 81 Fax 02/ 343 12 05 web : http:// www.isi-be.com mail : sales@isi-be.com
More informationTrends Report R I M S
Trends Report R I M S 2 0 1 8 Changing technology Changing workplaces Changing risk Progress is a good thing. But, with evolution and change comes risk. Fast-moving technology and super-charged innovation
More informationDriving Force for. How cyber physical systems will change the way of future production
Driving Force for How cyber physical systems will change the way of future production IMS Institute of Mechatronic Systems Applied Science in Mechatronics The first international event on Fourth Industrial
More informationPassive High-Function RFID: Sensors and Bi-Stable Displays
Passive High-Function RFID: Sensors and Bi-Stable Displays May 4, 2015 Charles Greene, Ph.D. Chief Technical Officer EDN 2010 Hot 100 Emerging Technology P2100 Powerharvester TX91501 Powercaster P2110
More informationConcepts and solutions for practically based technical education
Concepts and solutions for practically based technical education Building management systems Electrical power engineering Renewable energies Electrical machines and drive technology UniTrain EloTrain Communications
More informationINTERNET OF THINGS (IoT) PRESENTED BY: Wafaa Rizin Ameer
INTERNET OF THINGS (IoT) PRESENTED BY: Wafaa Rizin Ameer INTRODUCTION IoT: All about physical items talking to each other The term coined by Kevin Ashton in 1999 Composed by two words and concepts: Internet
More informationThe PTR Group Capabilities 2014
The PTR Group Capabilities 2014 20 Feb 2014 How We Make a Difference Cutting Edge Know How At Cisco, The PTR Group is the preferred North American vendor to develop courseware and train their embedded
More informationDistributed Robotics From Science to Systems
Distributed Robotics From Science to Systems Nikolaus Correll Distributed Robotics Laboratory, CSAIL, MIT August 8, 2008 Distributed Robotic Systems DRS 1 sensor 1 actuator... 1 device Applications Giant,
More information10-Year Technology Trends
SESSION 4 10-Year Technology Trends Keynote/Moderator Carole Barbeau President - Energy Advisory Americas DNV GL Ben Bixby General Manager & Director of Energy Products, Nest Joe Jankosky Director for
More informationCOMPUTER SCIENCE AND ENGINEERING
COMPUTER SCIENCE AND ENGINEERING Internet of Thing Cloud Computing Big Data Analytics Network Security Distributed System Image Processing Data Science Business Intelligence Wireless Sensor Network Artificial
More informationHome Theater and Customer Service Employee Training Outline. (1) 5-hour class per week; 8 week total course
Home Theater and Customer Service Employee Training Outline Instructor: Timothy Manning Private Email: WavelengthAVTim@gmail.com Cell Phone: 908-432-2674 Location: 13 Orchard Street, Bernardsville, NJ
More informationEngr 1202 ECE. Clean Room Project
Engr 1202 ECE Clean Room Project Dilbert the engineer gets special recognition September 2005 2014 Version does not even have my name! AC vs. DC Circuits DC and AC devices in everyday life DC Devices
More informationSmart Cities Solutions for Disaster Management Based on Satellites and Wireless Sensor Networks
Smart Cities Solutions for Disaster Management Based on Satellites and Wireless Sensor Networks Presented by Dr. Krishna Dev Kumar Professor of Aerospace Engineering Director, Artificial Intelligence and
More informationOur Aspirations Ahead
Our Aspirations Ahead ~ Pursuing Smart Innovation ~ 1 Introduction For the past decade, under our corporate philosophy Creating a New Communication Culture, and the vision MAGIC, NTT DOCOMO Group has been
More informationLoRa/LRSC. Wireless Long Range Network for M2M Communication
Marcus Oestreicher oes@zurich.ibm.com LoRa/LRSC Wireless Long Range Network for M2M Communication Overview Introduction to LoRa IBM LRSC - Long Range Signaling & Control LoRaWAN Specification Demo Introduction
More informationAI Application Processing Requirements
AI Application Processing Requirements 1 Low Medium High Sensor analysis Activity Recognition (motion sensors) Stress Analysis or Attention Analysis Audio & sound Speech Recognition Object detection Computer
More informationGuidelines for communication system of smart meters PLC, RF, cellular network (3G/4G) CENTRAL ELECTRICITY AUTHORITY
Guidelines for communication system of smart meters PLC, RF, cellular network (3G/4G) CENTRAL ELECTRICITY AUTHORITY 2018 1. Requirement of Advanced Metering Infrastructure (AMI) : The following are the
More informationProject: IEEE P Working Group for Wireless Personal Area Networks (WPANs)
Project: IEEE P802.15 Working Group for Wireless Personal Area Networks (WPANs) Title: [Kookmin University Response to 15.7r1 CFA: Applications of OWC] Date Submitted: [March, 2015] Source: [Md. Shareef
More informationDatasheet. Tag Piccolino for RTLS-TDoA. A tiny Tag powered by coin battery V1.1
Tag Piccolino for RTLS-TDoA A tiny Tag powered by coin battery Features Real-Time Location with UWB and TDoA Technique Movement Detection / Sensor Data Identification, unique MAC address Decawave UWB Radio,
More informationAccelerating Collective Innovation: Investing in the Innovation Landscape
PCB Executive Forum Accelerating Collective Innovation: Investing in the Innovation Landscape How a Major Player Uses Internal Venture Program to Accelerate Small Players with Big Ideas Dr. Joan K. Vrtis
More informationA FORWARD- LOOKING VIEW on how analytics will solve some pressing business, consumer and social insight problems.
A FORWARD- LOOKING VIEW on how analytics will solve some pressing business, consumer and social insight problems. Prabir Sen, Chief Management Scientist, Accenture Adjunct Professor SMU psen@smu.edu.sg
More informationSmart Meter connectivity solutions
Smart Meter connectivity solutions BEREC Workshop Enabling the Internet of Things Brussels, 1 February 2017 Vincenzo Lobianco AGCOM Chief Technological & Innovation Officer A Case Study Italian NRAs cooperation
More information