Can the smartphone sensors be used for wheelchair accessibility studies? Dr. Manik Gupta Dr. Behzad Heravi Dr. Catherine Holloway Prof.

Size: px
Start display at page:

Download "Can the smartphone sensors be used for wheelchair accessibility studies? Dr. Manik Gupta Dr. Behzad Heravi Dr. Catherine Holloway Prof."

Transcription

1 Can the smartphone sensors be used for wheelchair accessibility studies? Dr. Manik Gupta Dr. Behzad Heravi Dr. Catherine Holloway Prof. Steve Hailes

2 Outline Research motivation Importance of wheelchair accessibility studies Bigger picture The ARCCS project Experiment details Conclusions

3 Motivation At present, there are of the order of 1 million people in wheelchairs in the UK and the number is growing as the population ages. Not just a UK problem- 80% of the world s 500 million disabled population live in developing countries

4 Technology solution Can technology be used make lives better for wheelchair users?? With the emergence of the IoT Sensor systems equipped with communications, data storage and machine learning algorithms can be deployed Used for data capture to automatically characterize environment and provide navigation information to wheelchair users

5 Choice of devices Off the shelf available physical activity monitoring devices eg. xsens Smartphone sensors eg. Onboard IMU and GPS sensors on android phones Bespoke sensor devices eg. Orisen Prime and Orisen Spectrum developed at CS, UCL.

6 Accessible Routes from Crowdsourced Cloud Services (ARCCS) Main idea Use a crowd-sourcing approach to design intelligent route planning system for wheelchair users in an urban environment Mobile phone app that ubiquitously collects IMU/GPS data using a user interactive platform and transmits anonymous data to the ARCCS cloud storage

7 ARCCS project Sensor devices mounted on wheelchair Multi-radio interface Bluetooth Data presentation Route planning Information processing Communications Security and privacy Cloud storage manager 3G Smartphone Zigbee, Cloud Environmental sensors Metadata capture Wheelmap.org, twitter External information about hazards from local authorities

8 Experiments Comparison between two different Android phones using off the shelf available app (Sensor kinetics pro) Comparison between Android phone using custom built app, Orisen Prime and Orisen Spectrum

9 Comparison between accelerometer data from two different Android phones Measurements taken on pavements outside PAMELA lab

10 Comparison between accelerometer data from two different Android phones Tri-axial accelerometer data for the upslope journey

11 Comparison between peak accelerations obtained from two different Android phones ^ Galaxy S4 O Sony Experia Differences are caused due to different sensor sensitivity and calibration levels

12 Comparison between accelerometer data from an Android (Galaxy S4) phone, Orisen Prime and Orisen Spectrum Accelerometer measurements show close proximity between phone and spectrum

13 Comparison between gyroscope data from an Android (Galaxy S4) phone, Orisen Prime and Orisen Spectrum Gyroscope measurements show closer proximity amongst all the three devices

14 Conclusions and Future work Performance of the smartphone sensors is in close correspondence to the bespoke sensor devices, on the contrary smartphones are much easier and convenient for the end user Future research challenges to be addressed: Wheelchair motion capture and orientation estimation GPS road side correction Surface detection and accessible route planning Low-complexity approach for real-time implementation in embedded systems

15 References 1. Sonenblum, S.E., et al., Validation of an accelerometer-based method to measure the use of manual wheelchairs. Medical engineering & physics, (6): p Ambur, V., et al., Classifying Wheelchair Propulsion Patterns with a Wrist Mounted Accelerometer. 3. Hiremath, S.V. and D. Ding. Evaluation of activity monitors to estimate energy expenditure in manual wheelchair users. in Engineering in Medicine and Biology Society, EMBC Annual International Conference of the IEEE IEEE. 4. Mourcou, Q., et al. Wegoto: A Smartphone-based approach to assess and improve accessibility for wheelchair users. in Engineering in Medicine and Biology Society (EMBC), th Annual International Conference of the IEEE IEEE. 5. Fu, J., et al. Capturing and analyzing wheelchair maneuvering patterns with mobile cloud computing. in Engineering in Medicine and Biology Society (EMBC), th Annual International Conference of the IEEE IEEE.

10/14/11. Big data in science Application to large scale physical systems

10/14/11. Big data in science Application to large scale physical systems Big data in science Application to large scale physical systems Large scale physical systems Large scale systems with spatio-temporal dynamics Propagation of pollutants in air, Water distribution networks,

More information

Project presentation ASSET - ADAPTIVE SECURITY FOR SMART INTERNET OF THINGS IN EHEALTH

Project presentation ASSET - ADAPTIVE SECURITY FOR SMART INTERNET OF THINGS IN EHEALTH Project presentation ASSET - ADAPTIVE SECURITY FOR SMART INTERNET OF THINGS IN EHEALTH Habtamu Abie, Dr. Scient., Principal Scientist ASSET Project Manager Norwegian Computing Center Tuesday 19 th of March

More information

Horizontal IoT Application Development using Semantic Web Technologies

Horizontal IoT Application Development using Semantic Web Technologies Horizontal IoT Application Development using Semantic Web Technologies Soumya Kanti Datta Research Engineer Communication Systems Department Email: Soumya-Kanti.Datta@eurecom.fr Roadmap Introduction Challenges

More information

SENSORS ON ANDROID PHONES. Indian Institute of Technology Kanpur Commonwealth of Learning Vancouver

SENSORS ON ANDROID PHONES. Indian Institute of Technology Kanpur Commonwealth of Learning Vancouver SENSORS ON ANDROID PHONES Indian Institute of Technology Kanpur Commonwealth of Learning Vancouver Keerthi Kumar Samsung Semiconductors Keerthi Kumar IIT Kanpur Keerthi Kumar Overview What are sensors?

More information

In the pursuit of becoming smart

In the pursuit of becoming smart WHITE PAPER In the pursuit of becoming smart The business insight into Comarch IoT Platform Introduction Businesses around the world are seeking the direction for the future, trying to find the right solution

More information

A Peek into the Future-''Internet of Things''

A Peek into the Future-''Internet of Things'' A Peek into the Future-''Internet of Things'' Raj Kosaraju CIO at Maxil Technology Solutions Inc. A Peek into the Future-''Internet of Things'' Smart appliances that communicate with each other and share

More information

How To Understand The Power Of The Internet Of Things

How To Understand The Power Of The Internet Of Things Next Internet Evolution: Getting Big Data insights from the Internet of Things Internet of things are fast becoming broadly accepted in the world of computing and they should be. Advances in Cloud computing,

More information

MEPTEC. Ecosystem for MCU, Sensors and MEMS for IoT Tony Massimini Chief of Technology Semico Research Corp. May 20, 2015 tonym@semico.

MEPTEC. Ecosystem for MCU, Sensors and MEMS for IoT Tony Massimini Chief of Technology Semico Research Corp. May 20, 2015 tonym@semico. MEPTEC Ecosystem for MCU, Sensors and MEMS for IoT Tony Massimini Chief of Technology Semico Research Corp. May 20, 2015 tonym@semico.com Outline Impact of Sensors Basic Building Blocks for IoT Sensors

More information

REAL TIME TRAFFIC MONITORING SYSTEM AND DRIVER ASSISTANCE

REAL TIME TRAFFIC MONITORING SYSTEM AND DRIVER ASSISTANCE REAL TIME TRAFFIC MONITORING SYSTEM AND DRIVER ASSISTANCE 1 CHAITHRA M H, 2 KANTHARAJU V, 3 ANIL KUMAR B N 1.2 Assistant Professor, KNSIT, Bangalore 3 Assistant Professor, BRCE, Bangalore E-mail: chaithra.mh14@gmail.com,

More information

ESTIMATION OF ROAD ROUGHNESS CONDITION BY USING SENSORS IN SMARTPHONES

ESTIMATION OF ROAD ROUGHNESS CONDITION BY USING SENSORS IN SMARTPHONES International Journal of Computer Engineering & Technology (IJCET) Volume 6, Issue 7, Jul 2015, pp. 41-49, Article ID: IJCET_06_07_006 Available online at http://www.iaeme.com/ijcet/issues.asp?jtypeijcet&vtype=6&itype=7

More information

Wearable Technology Evolution & Security: Grant Brown - Security Strategist Symantec

Wearable Technology Evolution & Security: Grant Brown - Security Strategist Symantec Wearable Technology Evolution & Security: Grant Brown - Security Strategist Symantec 3.58 KM 12.11 KPH 493 Calories 114 BPM WEARABLE TECH EVOLUTION AND SECURITY GRANT BROWN SECURITY STRATEGIST @thegrantbrown

More information

Enhancing survey methods and instruments to better capture personal travel behaviour

Enhancing survey methods and instruments to better capture personal travel behaviour Enhancing survey methods and instruments to better capture personal travel behaviour Sheila Ferrer 1, Tomás Ruiz 2 1 Transport Department, Universitat Politècnica de València, e-mail: shferlo@upv.es 2

More information

RIOT CONTROL The Art of Managing Risk for Internet of Things

RIOT CONTROL The Art of Managing Risk for Internet of Things RIOT CONTROL The Art of Managing Risk for Internet of Things Kim Singletary McAfee Session ID: Session Classification: Advanced Intro What is IoT and why is it different? What are the risks? What are the

More information

URBAN MOBILITY IN CLEAN, GREEN CITIES

URBAN MOBILITY IN CLEAN, GREEN CITIES URBAN MOBILITY IN CLEAN, GREEN CITIES C. G. Cassandras Division of Systems Engineering and Dept. of Electrical and Computer Engineering and Center for Information and Systems Engineering Boston University

More information

Rear-end Collision Prevention Using Mobile Devices

Rear-end Collision Prevention Using Mobile Devices Rear-end Collision Prevention Using Mobile Devices Nanxiang Li, Amardeep Sathyanarayana, Carlos Busso, John H.L. Hansen Center for Robust Speech Systems (CRSS) Dept. of Electrical Engineering, Jonsson

More information

Mobile Application Marketplace 2015: Market Analysis and Assessment of Future Evolution and Opportunities

Mobile Application Marketplace 2015: Market Analysis and Assessment of Future Evolution and Opportunities Brochure More information from http://www.researchandmarkets.com/reports/3245389/ Mobile Application Marketplace 2015: Market Analysis and Assessment of Future Evolution and Opportunities Description:

More information

White Paper. Portsmouth Bluetooth and Wi-Fi journey time and congestion monitoring system

White Paper. Portsmouth Bluetooth and Wi-Fi journey time and congestion monitoring system Portsmouth Bluetooth and Wi-Fi journey time and congestion monitoring system Quality Management Project No: N/A Document Date 29 Mar 2014 Portsmouth Bluetooth and Wi-Fi journey time and congestion monitoring

More information

Sony Releases the Transparent Lens Eyewear SmartEyeglass Developer Edition

Sony Releases the Transparent Lens Eyewear SmartEyeglass Developer Edition News & Information 1-7-1 Konan, Minato-ku, Tokyo Sony Corporation No. 15-016E February 17, 2015 Sony Releases the Transparent Lens Eyewear SmartEyeglass Developer Edition - Promotes the development of

More information

Crowdsourcing mobile networks from experiment

Crowdsourcing mobile networks from experiment Crowdsourcing mobile networks from the experiment Katia Jaffrès-Runser University of Toulouse, INPT-ENSEEIHT, IRIT lab, IRT Team Ecole des sciences avancées de Luchon Networks and Data Mining, Session

More information

Mobile and Wireless IS

Mobile and Wireless IS Mobile and Wireless IS Athens University of Economics and Business Department of Management Science and Technology ISTLab/ Wireless Research Center George M. Giaglis giaglis@aueb.gr Learning Objectives

More information

Sensor Fusion Mobile Platform Challenges and Future Directions Jim Steele VP of Engineering, Sensor Platforms, Inc.

Sensor Fusion Mobile Platform Challenges and Future Directions Jim Steele VP of Engineering, Sensor Platforms, Inc. Sensor Fusion Mobile Platform Challenges and Future Directions Jim Steele VP of Engineering, Sensor Platforms, Inc. Copyright Khronos Group 2012 Page 104 Copyright Khronos Group 2012 Page 105 How Many

More information

MOBILE ARCHITECTURE FOR DYNAMIC GENERATION AND SCALABLE DISTRIBUTION OF SENSOR-BASED APPLICATIONS

MOBILE ARCHITECTURE FOR DYNAMIC GENERATION AND SCALABLE DISTRIBUTION OF SENSOR-BASED APPLICATIONS MOBILE ARCHITECTURE FOR DYNAMIC GENERATION AND SCALABLE DISTRIBUTION OF SENSOR-BASED APPLICATIONS Marco Picone, Marco Muro, Vincenzo Micelli, Michele Amoretti, Francesco Zanichelli Distributed Systems

More information

Automated Real Time In-Store Retail Marketing Using Beacon

Automated Real Time In-Store Retail Marketing Using Beacon International Journal of Computer Sciences and Engineering Open Access Technical Paper Volume-04, Issue-02 E-ISSN: 2347-2693 Automated Real Time In-Store Retail Marketing Using Beacon Jigar Kothari 1*,

More information

Using Smartphones to Detect Car Accidents and Provide Situational Awareness to First Responders

Using Smartphones to Detect Car Accidents and Provide Situational Awareness to First Responders Using Smartphones to Detect Car Accidents and Provide Situational Awareness to First Responders Christopher Thompson chris@dre.vanderbilt.edu Institute for Software Integrated Systems Vanderbilt University

More information

LOCATION BASED SERVICES FOR RETAIL

LOCATION BASED SERVICES FOR RETAIL LOCATION BASED SERVICES FOR RETAIL CURRENT GLOBAL TRENDS -3% retailers can identify the buyer at the entrance to the shop, 72% plan to implement this within 5 years* -28% of retailers are using mobile

More information

STMicroelectronics is pleased to present the. SENSational. Attend a FREE One-Day Technical Seminar Near YOU!

STMicroelectronics is pleased to present the. SENSational. Attend a FREE One-Day Technical Seminar Near YOU! SENSational STMicroelectronics is pleased to present the SENSational Seminar Attend a FREE One-Day Technical Seminar Near YOU! Seminar Sensors and the Internet of Things are changing the way we interact

More information

Introducing BEEKS Proximity Solutions. Developer Kit Gets You Started

Introducing BEEKS Proximity Solutions. Developer Kit Gets You Started Introducing BEEKS Proximity Solutions BEEKS from BluVision provides industry-leading Bluetooth beacon solutions to enterprises and innovative developers. Leveraging a cutting-edge, cloudbased solution,

More information

Internet of Things Michael Björkman, Technical Director, Marketing, Vacon Plc

Internet of Things Michael Björkman, Technical Director, Marketing, Vacon Plc Internet of Things Michael Björkman, Technical Director, Marketing, Vacon Plc Internet of Things, Meeting in Carnegie 12 March 2014 Internet of things In the twenty years of Vacon s existence electronics

More information

Work-in-Progress: Leveraging Cloud Computing and Web Standards to Support Learning Objectives in Multiple Classrooms

Work-in-Progress: Leveraging Cloud Computing and Web Standards to Support Learning Objectives in Multiple Classrooms Paper ID #13848 Work-in-Progress: Leveraging Cloud Computing and Web Standards to Support Learning Objectives in Multiple Classrooms Ms. Amber Shanice Solomon, Clemson University Dr. Sekou L Remy, Clemson

More information

Probes and Big Data: Opportunities and Challenges

Probes and Big Data: Opportunities and Challenges Probes and Big Data: Opportunities and Challenges Fiona Calvert, Director Information Services and Mapping, Department of Transport Planning and Local Infrastructure New data sources, probes and big data

More information

STARTING A SMART COMMUNITY EVOLUTION THE JOURNEY TO URBAN SYSTEM RESILIENCE

STARTING A SMART COMMUNITY EVOLUTION THE JOURNEY TO URBAN SYSTEM RESILIENCE STARTING A SMART COMMUNITY EVOLUTION THE JOURNEY TO URBAN SYSTEM RESILIENCE BLACK & VEATCH ESTABLISHES THE ESSENTIAL FOUNDATION OF SMART COMMUNITIES A successful Smart Community evolution requires insightful

More information

www.wipro.com Mobile Testing Preparing for a fast-changing mobile world. Sudheer M, Practice Head - Mobility Testing and Automation

www.wipro.com Mobile Testing Preparing for a fast-changing mobile world. Sudheer M, Practice Head - Mobility Testing and Automation www.wipro.com Mobile Testing Preparing for a fast-changing mobile world. Sudheer M, Practice Head - Mobility Testing and Automation Table of Contents 03----------------------------------------------------Introduction

More information

A NEW ARCHITECTURE OF A UBIQUITOUS HEALTH MONITORING SYSTEM:

A NEW ARCHITECTURE OF A UBIQUITOUS HEALTH MONITORING SYSTEM: A NEW ARCHITECTURE OF A UBIQUITOUS HEALTH MONITORING SYSTEM: A Prototype Of Cloud Mobile Health Monitoring System Abderrahim BOUROUIS 1,Mohamed FEHAM 2 and Abdelhamid BOUCHACHIA 3 1 STIC laboratory, Abou-bekr

More information

Two Novel Technologies Enabling IoT: Mobile Clouds and Visible Light Communications. Centre for Wireless Communications University of Oulu, Finland

Two Novel Technologies Enabling IoT: Mobile Clouds and Visible Light Communications. Centre for Wireless Communications University of Oulu, Finland Two Novel Technologies Enabling IoT: Mobile Clouds and Visible Light Communications Marcos Katz Centre for Wireless Communications University of Oulu, Finland Introduction: Internet of Things (IoT) What

More information

Smartphone Applications for ITS

Smartphone Applications for ITS Smartphone Applications for ITS Index Purpose Description Relevance for Large Scale Events Options Technologies Impacts Integration potential Implementation Best Cases and Examples 1 of 13 Purpose Smartphone

More information

1. Fault Attacks for Virtual Machines in Embedded Platforms. Supervisor: Dr Konstantinos Markantonakis, K.Markantonakis@rhul.ac.uk

1. Fault Attacks for Virtual Machines in Embedded Platforms. Supervisor: Dr Konstantinos Markantonakis, K.Markantonakis@rhul.ac.uk Proposed PhD Research Areas I am looking for strong PhD candidates to work on the projects listed below. The ideal candidate would have a mix of theoretical and practical skills, achieved a distinction

More information

A Survey of Cloud Based Health Care System

A Survey of Cloud Based Health Care System A Survey of Cloud Based Health Care System Chandrani Ray Chowdhury Assistant Professor, Dept. of MCA, SDET-Brainware Group of Institution, Barasat, West Bengal, India ABSTRACT: Cloud communicating is an

More information

Smartphone-based sensor networks and some statistical challenges: the Earthquake Network Android application

Smartphone-based sensor networks and some statistical challenges: the Earthquake Network Android application Smartphone-based sensor networks and some statistical challenges: the Earthquake Network Android application Francesco Finazzi University of Bergamo 29 November 2013 - University of Glasgow Outline Outline

More information

THE Internet is a powerful tool used in all kinds of the

THE Internet is a powerful tool used in all kinds of the Proceedings of the Federated Conference on Computer Science and Information Systems pp. 1343 1348 DOI: 10.15439/2015F161 ACSIS, Vol. 5 Selected methods of artificial intelligence for Internet of Things

More information

Will you find me... Employee Safety Monitoring

Will you find me... Employee Safety Monitoring Will you find me... Employee Safety Monitoring i ii // BLACKLINE SAFETY // VALUE Comprehensive, Realtime Safety Monitoring Pin-point Emergency Response Blackline s Loner employee safety monitoring solutions

More information

A smartphone based real-time daily activity monitoring system. Shumei Zhang Paul McCullagh Jing Zhang Tiezhong Yu

A smartphone based real-time daily activity monitoring system. Shumei Zhang Paul McCullagh Jing Zhang Tiezhong Yu A smartphone based real-time daily activity monitoring system Shumei Zhang Paul McCullagh Jing Zhang Tiezhong Yu Outline Contribution Background Methodology Experiments Contribution This paper proposes

More information

The Internet of Things: Opportunities & Challenges

The Internet of Things: Opportunities & Challenges The Internet of Things: Opportunities & Challenges What is the IoT? Things, people and cloud services getting connected via the Internet to enable new use cases and business models Cloud Services How is

More information

Internet of Things: Kris Pister. Prof. EECS, UC Berkeley Founder, Dust Networks

Internet of Things: Kris Pister. Prof. EECS, UC Berkeley Founder, Dust Networks Internet of Things: Yesterday, Today, Tomorrow Kris Pister Prof. EECS, UC Berkeley Founder, Dust Networks Vision 2030 What happens when sensors become tiny and wireless? RAND, 1992 Smart Dust, 2001 Emerson

More information

Social Data Mining through Distributed Mobile Sensing: A Position Paper

Social Data Mining through Distributed Mobile Sensing: A Position Paper Social Data Mining through Distributed Mobile Sensing: A Position Paper John Gekas, Eurobank Research, Athens, GR Abstract. In this article, we present a distributed framework for collecting and analyzing

More information

Sensors. Marco Ronchetti Università degli Studi di Trento

Sensors. Marco Ronchetti Università degli Studi di Trento 1 Sensors Marco Ronchetti Università degli Studi di Trento Sensor categories Motion sensors measure acceleration forces and rotational forces along three axes. This category includes accelerometers, gravity

More information

OUTSIDE-IN Transforming Enterprise IT

OUTSIDE-IN Transforming Enterprise IT OUTSIDE-IN Transforming Enterprise IT Recognize that Innovation Is Moving Outside the Firm New value increasingly created outside the firm Social Media Community Content Mobile/ Location Big Data Cocreation

More information

Android Phone Controlled Robot Using Bluetooth

Android Phone Controlled Robot Using Bluetooth International Journal of Electronic and Electrical Engineering. ISSN 0974-2174, Volume 7, Number 5 (2014), pp. 443-448 International Research Publication House http://www.irphouse.com Android Phone Controlled

More information

Programming the Internet of Things

Programming the Internet of Things Programming the Internet of Things Why Devices Need APIs December 8, 2014 Greg Burns Chair of Technical Steering Committee AllSeen Alliance 2 December 2014 AllSeen Alliance 1 Mobile The largest technology

More information

i C A N 1 5 S w i s s C o n t e s t P r o j e c t A b s t r a c t

i C A N 1 5 S w i s s C o n t e s t P r o j e c t A b s t r a c t i C A N 1 5 S w i s s C o n t e s t P r o j e c t A b s t r a c t Project Title : EyeSpeed Team Members: Coach : Simone Gervasoni (ETH Zurich, Mutli-Scale Robotics Lab) Jan Praprotnik (ETH Zurich, Mutli-Scale

More information

APPLANIX POSITION AND ORIENTATION SYSTEMS FOR LAND VEHICLES (POS LV)

APPLANIX POSITION AND ORIENTATION SYSTEMS FOR LAND VEHICLES (POS LV) APPLANIX POSITION AND ORIENTATION SYSTEMS FOR LAND VEHICLES (POS LV) POS LV powers any application where vehicle positioning and orientation is required. capture everything. precisely. APPLANIX POSITION

More information

Expert Android Apps Development

Expert Android Apps Development Course Contents: 1. 2D Animations Frame-by-Frame Animation o Planning for Frame-by-Frame Animation o Creating the Activity o Adding Animation to the Activity Layout Animation o Basic Tweening Animation

More information

Enterprise Application Enablement for the Internet of Things

Enterprise Application Enablement for the Internet of Things Enterprise Application Enablement for the Internet of Things Prof. Dr. Uwe Kubach VP Internet of Things Platform, P&I Technology, SAP SE Public Internet of Things (IoT) Trends 12 50 bn 40 50 % Devices

More information

Charith Pereral, Arkady Zaslavsky, Peter Christen, Ali Salehi and Dimitrios Georgakopoulos (IEEE 2012) Presented By- Anusha Sekar

Charith Pereral, Arkady Zaslavsky, Peter Christen, Ali Salehi and Dimitrios Georgakopoulos (IEEE 2012) Presented By- Anusha Sekar Charith Pereral, Arkady Zaslavsky, Peter Christen, Ali Salehi and Dimitrios Georgakopoulos (IEEE 2012) Presented By- Anusha Sekar Introduction Terms and Concepts Mobile Sensors Global Sensor Networks DAM4GSN

More information

Using Big Data to Improve Individual Health and Health Care Systems

Using Big Data to Improve Individual Health and Health Care Systems Using Big Data to Improve Individual Health and Health Care Systems Jukka-Pekka JP Onnela Department of Biostatistics Harvard T. H. Chan School of Public Health Harvard University April 17, 2015 DATA Progress

More information

IoT is a King, Big data is a Queen and Cloud is a Palace

IoT is a King, Big data is a Queen and Cloud is a Palace IoT is a King, Big data is a Queen and Cloud is a Palace Abdur Rahim Innotec21 GmbH, Germany Create-Net, Italy Acknowledgements- ikaas Partners (KDDI and other partnes) Intelligent Knowledge-as-a-Service

More information

esarinformation Systems Simplifying your Technology Mobile Applications Development Profile

esarinformation Systems Simplifying your Technology Mobile Applications Development Profile esarinformation Systems Simplifying your Technology Mobile Applications Development Profile Why Mobile Application Custom mobile application with a unique touch is much needed to boost the functions and

More information

How Secure is Authentication?

How Secure is Authentication? FIDO UAF Tutorial How Secure is Authentication? How Secure is Authentication? How Secure is Authentication? Cloud Authentication Password Issues Password might be entered into untrusted App / Web-site

More information

Secure Internet of Things Project (SITP)

Secure Internet of Things Project (SITP) Secure Internet of Things Project (SITP) Philip Levis Stanford University Project Workshop Stanford University August 11, 2014 1 The Internet of Things (IoT) 2 A Security Disaster HP conducted a security

More information

Smart City Live! 9-10 May 2016, Nice

Smart City Live! 9-10 May 2016, Nice Monday, May 9, 2016 Smart City Live! 9-10 May 2016, Nice Draft agenda as of November 20, 2015 SMART LIVING SMART CITY SERVICES 9:00 AM CASE STUDY: Developing Smart Energy communities Understanding the

More information

Comparative Analysis of Several Real-Time Systems for Tracking People and/or Moving Objects using GPS

Comparative Analysis of Several Real-Time Systems for Tracking People and/or Moving Objects using GPS Comparative Analysis of Several Real-Time Systems for Tracking People and/or Moving Objects using GPS Gligorcho Radinski and Aleksandra Mileva University Goce Delčev, Faculty of Computer Science Krste

More information

Autonomic IoT Systems Realizing Self-* Properties in IoT Systems

Autonomic IoT Systems Realizing Self-* Properties in IoT Systems Autonomic IoT Systems Realizing Self-* Properties in IoT Systems Noor Bajunaid nbajunai@masonlive.gmu.edu CS 788 Fall 2015 1 IoT and CPS The internet of things is known as giving any object the ability

More information

INTRODUCTION. IoT AND IP STRATEGIES

INTRODUCTION. IoT AND IP STRATEGIES INTRODUCTION At first, the Internet of Things (IoT) may seem like an idea straight out of science fiction. However, on closer consideration, we realize that the process of connecting everyday electronic

More information

Public Sector Solutions

Public Sector Solutions Public Sector Solutions The New Jersey DOT Command Center uses INRIX real-time data and analytics to monitor congestion and deploy resources proactively to manage traffic flow and inform travelers. INRIX

More information

An Evaluation Study of Driver Profiling Fuzzy Algorithms using Smartphones

An Evaluation Study of Driver Profiling Fuzzy Algorithms using Smartphones An Evaluation Study of Driver Profiling Fuzzy Algorithms using Smartphones German Castignani, Raphaël Frank, Thomas Engel Interdisciplinary Centre for Security Reliability and Trust (SnT) University of

More information

Enabling Smart Data on M2M Gateways and Aggregators

Enabling Smart Data on M2M Gateways and Aggregators Enabling Smart Data on M2M Gateways and Aggregators How OSGi and Java enables smart data on M2M aggregators and gateways. 3/27/2013 Hitachi Communication Technologies America, Inc. Walt Bowers Chief Architect

More information

A DECISION TREE BASED PEDOMETER AND ITS IMPLEMENTATION ON THE ANDROID PLATFORM

A DECISION TREE BASED PEDOMETER AND ITS IMPLEMENTATION ON THE ANDROID PLATFORM A DECISION TREE BASED PEDOMETER AND ITS IMPLEMENTATION ON THE ANDROID PLATFORM ABSTRACT Juanying Lin, Leanne Chan and Hong Yan Department of Electronic Engineering, City University of Hong Kong, Hong Kong,

More information

ArcGIS Platform. An Integrated System. Portal

ArcGIS Platform. An Integrated System. Portal Platform An Integrated System Portal An Integrated Web GIS Platform Knowledge Workers Executive Access Public Engagement Work Anywhere Enterprise Integration Providing Mapping, Analysis, Data Management,

More information

EM Family Datasheet. Overview. Easy to install at any scale

EM Family Datasheet. Overview. Easy to install at any scale EM Family Datasheet Overview Samsara offers a complete Internet-connected sensor solution that is easy to deploy, cost effective, and harnesses the power of the cloud to provide rich analytics and visibility

More information

Stuart Gillen. Principal Marketing Manger. National Instruments stuart.gillen@ni.com. ni.com

Stuart Gillen. Principal Marketing Manger. National Instruments stuart.gillen@ni.com. ni.com Stuart Gillen Principal Marketing Manger National Instruments stuart.gillen@ New Enterprise Solution for Condition Monitoring Applications NI InsightCM Enterprise NI History of Condition Monitoring Order

More information

: From Web to Urban Navigation SP4. Jacques.Lemordant@inria.fr LIG-UJF-INRIA (F) Monday, September 17, 12

: From Web to Urban Navigation SP4. Jacques.Lemordant@inria.fr LIG-UJF-INRIA (F) Monday, September 17, 12 : From Web to Urban Navigation SP4 Jacques.Lemordant@inria.fr LIG-UJF-INRIA (F) 1 IXE V1 (2011) 2 IXE BROWSER AUDIO-VISUAL NAVIGATION IMU LOCALIZATION XLIB XML-OSM DOCUMENT JOSM IMU-Localization needs

More information

Arun Veeramani. Principal Marketing Manger. National Instruments. ni.com

Arun Veeramani. Principal Marketing Manger. National Instruments. ni.com Arun Veeramani Principal Marketing Manger National Instruments New Enterprise Solution for Condition Monitoring Applications NI InsightCM Enterprise NI History of Condition Monitoring Order Analysis Toolkit

More information

Internet of Things: IoT Day Special Edition

Internet of Things: IoT Day Special Edition Table of Contents Executive Summary..1 Introduction...2 Stack Layers in Internet of Things...4 Trends..5 Assignee-wise technology distribution. 8 Appendix...9 Executive Summary Internet of Things (IoT)

More information

Smartphone Sensing Platform for Emergency Management

Smartphone Sensing Platform for Emergency Management Smartphone Sensing Platform for Emergency Management Jaziar Radianti jaziar.radianti@uia.no Jose. J. Gonzalez jose.j.gozalez@uia.no Julie Dugdale Grenoble 2 University/Grenoble Informatics Laboratory (LIG),

More information

Component 4: Introduction to Information and Computer Science. Topic III: Cloud Computing. Distributed computing

Component 4: Introduction to Information and Computer Science. Topic III: Cloud Computing. Distributed computing Component 4: Introduction to Information and Computer Science Unit 10: Future of Computing Lecture 2 This material was developed by Oregon Health & Science University, funded by the Department of Health

More information

Lecture Embedded System Security A. R. Sadeghi, @TU Darmstadt, 2011 2012 Introduction Mobile Security

Lecture Embedded System Security A. R. Sadeghi, @TU Darmstadt, 2011 2012 Introduction Mobile Security Smartphones and their applications have become an integral part of information society Security and privacy protection technology is an enabler for innovative business models Recent research on mobile

More information

Internet of Things, 5G, Big Smart Data Interplay. The Convergence and Integration of Mobile Communications, Internet, and Smart Data Processing

Internet of Things, 5G, Big Smart Data Interplay. The Convergence and Integration of Mobile Communications, Internet, and Smart Data Processing www.internet-of-things-research.eu IERC Internet of Things, 5G, Big Smart Data Interplay The Convergence and Integration of Mobile Communications, Internet, and Smart Data Processing 01 st July 2015, Paris,

More information

Engage: Capita s app development and management console

Engage: Capita s app development and management console Engage: Capita s app development and management console Create bespoke apps that pave the way to positive, two-way communication Apps are truly improving engagement with customers Using the Engage platform,

More information

Illuminating the In-Store Experience

Illuminating the In-Store Experience Illuminating the In-Store Experience Indoor Positioning Services Using LED Lighting Benefit Shoppers and Retailers Online technology has enabled retailers to make solid inroads into driving positive shopper

More information

An inertial haptic interface for robotic applications

An inertial haptic interface for robotic applications An inertial haptic interface for robotic applications Students: Andrea Cirillo Pasquale Cirillo Advisor: Ing. Salvatore Pirozzi Altera Innovate Italy Design Contest 2012 Objective Build a Low Cost Interface

More information

Crowdsourcing and Cloud Computing Towards Trustful Pavement Condition Ranking

Crowdsourcing and Cloud Computing Towards Trustful Pavement Condition Ranking Crowdsourcing and Cloud Computing Towards Trustful Pavement Condition Ranking ZhiQiang Chen, PhD Assistant professor of civil and computer engineering University of Missouri, Kansas City; Email: chenzhiq@umkc.edu

More information

Effective Use of Android Sensors Based on Visualization of Sensor Information

Effective Use of Android Sensors Based on Visualization of Sensor Information , pp.299-308 http://dx.doi.org/10.14257/ijmue.2015.10.9.31 Effective Use of Android Sensors Based on Visualization of Sensor Information Young Jae Lee Faculty of Smartmedia, Jeonju University, 303 Cheonjam-ro,

More information

The Internet of Things... Hype or not?

The Internet of Things... Hype or not? The Internet of Things... Hype or not? Filip De Maeyer Philip Leenders 2013 global revenues of USD 5.8 billion Client-centric, services-focused business 73% of Global Fortune 100 and 59% of Global Fortune

More information

Mobile Phone Based Drifting Lagrangian Flow Sensors

Mobile Phone Based Drifting Lagrangian Flow Sensors Mobile Phone Based Drifting Lagrangian Flow Sensors J. Beard, K. Weekly, C. Oroza, A. Tinka, A. Bayen University of California Berkeley Departments of Mechanical, Electrical, Computer Science, Civil, and

More information

Solutions. Machine-to-Machine. Arrow Electronics. Complete, end-to-end solutions over the life of your product.

Solutions. Machine-to-Machine. Arrow Electronics. Complete, end-to-end solutions over the life of your product. AR R OW E L E CTR O N I CS A MERI CA S CO MP ONENTS machine machine-to- CAPABILITIES Arrow Electronics Americas Components m2m@arrow.com Arrow Electronics Machine-to-Machine Solutions Complete, end-to-end

More information

People, Movement & Public Space

People, Movement & Public Space People, Movement & Public Space Differences in Walking Behaviour between differents European cities Prof. Stefan van der Spek Faculty of Architecture and the Built Environment Delft University of Technology

More information

Sensors and Cellphones

Sensors and Cellphones Sensors and Cellphones What is a sensor? A converter that measures a physical quantity and converts it into a signal which can be read by an observer or by an instrument What are some sensors we use every

More information

Digital Field Mapping

Digital Field Mapping Digital Field Mapping It s very easy to get started in the world of digital mapping. Midland Valley has developed two new applications for field geologists: FieldMove Clino for Apple and Android smartphones,

More information

Value of. Clinical and Business Data Analytics for. Healthcare Payers NOUS INFOSYSTEMS LEVERAGING INTELLECT

Value of. Clinical and Business Data Analytics for. Healthcare Payers NOUS INFOSYSTEMS LEVERAGING INTELLECT Value of Clinical and Business Data Analytics for Healthcare Payers NOUS INFOSYSTEMS LEVERAGING INTELLECT Abstract As there is a growing need for analysis, be it for meeting complex of regulatory requirements,

More information

Smart Cities. Photo used under Creative Commons from nigelhowe

Smart Cities. Photo used under Creative Commons from nigelhowe Smart Cities Photo used under Creative Commons from nigelhowe Photo used under Creative Commons from tim-166 Cities are for People Citier Smart cities as a web of people, things and services Workshop 2,

More information

Analyzing Driver Behavior using Smartphone Sensors: A Survey

Analyzing Driver Behavior using Smartphone Sensors: A Survey International Journal of Electronic and Electrical Engineering. ISSN 0974-2174 Volume 7, Number 7 (2014), pp. 697-702 International Research Publication House http://www.irphouse.com Analyzing Driver Behavior

More information

Robot Sensors. Outline. The Robot Structure. Robots and Sensors. Henrik I Christensen

Robot Sensors. Outline. The Robot Structure. Robots and Sensors. Henrik I Christensen Robot Sensors Henrik I Christensen Robotics & Intelligent Machines @ GT Georgia Institute of Technology, Atlanta, GA 30332-0760 hic@cc.gatech.edu Henrik I Christensen (RIM@GT) Sensors 1 / 38 Outline 1

More information

T r a n s f o r m i ng Manufacturing w ith the I n t e r n e t o f Things

T r a n s f o r m i ng Manufacturing w ith the I n t e r n e t o f Things M A R K E T S P O T L I G H T T r a n s f o r m i ng Manufacturing w ith the I n t e r n e t o f Things May 2015 Adapted from Perspective: The Internet of Things Gains Momentum in Manufacturing in 2015,

More information

The Internet of Things (IoT)

The Internet of Things (IoT) The Internet of Things (IoT) The New New Thing October 2014 Smart Planet Green Environment Environmental Sensors Water, power leak detection Pollution, weather monitoring Smart Cities Connected Communities

More information

Medical Technologies and Data Protection Issues - QUESTIONNAIRE

Medical Technologies and Data Protection Issues - QUESTIONNAIRE Medical Technologies and Data Protection Issues - QUESTIONNAIRE The questionnaire should ideally be completed by data protection authorities, health policy authorities, as well as healthcare providers.

More information

Healthcare Delivery. Transforming. through Mobility Solutions. A Solution White Paper - version 1.0

Healthcare Delivery. Transforming. through Mobility Solutions. A Solution White Paper - version 1.0 Transforming Healthcare Delivery through Mobility Solutions A Solution White Paper - version 1.0 HTC Global Services HTC Towers, No. 41, GST Road, Guindy, Chennai - 600 032, India. Ph: +91 44 4345 3500

More information

Cisco OnPlus: IT Infrastructure Advisory and Management Services Solution For Small Businesses

Cisco OnPlus: IT Infrastructure Advisory and Management Services Solution For Small Businesses Laurie McCabe Sanjeev Aggarwal January 2012 Cisco OnPlus: IT Infrastructure Advisory and Management Services Solution For Last month, Cisco introduced a new IT Infrastructure advisory and management service

More information

In Situ Sports Performance Analysis System Using Inertial Measurement Units, High-FPS Video Camera, and the Android Platform

In Situ Sports Performance Analysis System Using Inertial Measurement Units, High-FPS Video Camera, and the Android Platform In Situ Sports Performance Analysis System Using Inertial Measurement Units, High-FPS Video Camera, and the Android Platform John Patrick V. Azcueta 1, Nathaniel C. Libatique 1,2, Gregory L. Tangonan 2

More information

IoT Cloud, All Seen Alliance. Masanari Arai 荒 井 真 成 CEO, Kii Corpora0on

IoT Cloud, All Seen Alliance. Masanari Arai 荒 井 真 成 CEO, Kii Corpora0on IoT Cloud, All Seen Alliance Masanari Arai 荒 井 真 成 CEO, Kii Corpora0on IoT Opportunity 6.7B devices in 2010 à 50B devices in 2020 Revenue : 3 times bigger than Internet Many different segments IT / Networks

More information

A Survey of Existing Technologies, Applications, Products, and Services for Geofencing

A Survey of Existing Technologies, Applications, Products, and Services for Geofencing Report to the US Department of Transportation Research and Innovative Technology Administration A Survey of Existing Technologies, Applications, Products, and Services for Geofencing California PATH Program

More information

SO CONNECTED, YOU RE FREE.

SO CONNECTED, YOU RE FREE. BMW ConnectedDrive www.bmw.com/ connecteddrive SO CONNECTED, YOU RE FREE. HOW-TO GUIDE: CONNECTED DRIVE SERVICES. Sheer Driving Pleasure CONNECTED DRIVE SERVICES. What do the Connected Drive Services have

More information