Splunking ibeacon (BLE) for Profit and Pleasure

Size: px
Start display at page:

Download "Splunking ibeacon (BLE) for Profit and Pleasure"

Transcription

1 Copyright 2014 Splunk Inc. Splunking ibeacon (BLE) for Profit and Pleasure Cody Harris Stefan Sievert SE Manager Client Architect

2 Disclaimer During the course of this presentajon, we may make forward looking statements regarding future events or the expected performance of the company. We caujon you that such statements reflect our current expectajons and esjmates based on factors currently known to us and that actual events or results could differ materially. For important factors that may cause actual results to differ from those contained in our forward- looking statements, please review our filings with the SEC. The forward- looking statements made in the this presentajon are being made as of the Jme and date of its live presentajon. If reviewed auer its live presentajon, this presentajon may not contain current or accurate informajon. We do not assume any obligajon to update any forward looking statements we may make. In addijon, any informajon about our roadmap outlines our general product direcjon and is subject to change at any Jme without nojce. It is for informajonal purposes only and shall not, be incorporated into any contract or other commitment. Splunk undertakes no obligajon either to develop the features or funcjonality described or to include any such feature or funcjonality in a future release. 2

3 Agenda! What is ibeacon/bluetooth Low Energy (BLE)?! ibeacon in acjon! What is it good for? And what is it not good for?! Technology deep- dive! Best pracjces for collecjng beacon data using Splunk>! Live demo and architecture overview! Real world use cases! Q&A 3

4 What is an ibeacon a.k.a. Bluetooth Low Energy (BLE)?

5 What is ibeacon/bluetooth Low Energy (BLE)? ibeacon = technology created by Apple to improve locajon service for mobile devices. The beacons themselves are usually small wireless devices that broadcast radio signals at 2.4 Ghz. BLE is a light- weight subset of classic Bluetooth and was introduced as part of the Bluetooth 4.0 core specificajon. Newer smartphones listen for BLE signals and can take programmable acjon when they get within range of one or more beacons. Screenshot here Image Source: hep://blog.nerdery.com 5

6 EsJmote Beacon (One of many commercial BLE Beacons available) 6

7 BLE Plahorm Support Bluetooth Low Energy (which is a subset of BT 4.0) is available on most major plahorms: ios5+ (ios7+ preferred) Android 4.3+ (bug fixes in 4.4+) Apple OS X Windows 8 (XP, Vista, and 7 only support Bluetooth 2.1) GNU/Linux Vanilla BlueZ

8 Sounds Great. Tell Me More.! BLE really is low energy! BLE can broadcast a signal reliably up to 30m (100U)! BLE technology runs in the background on a device! New source of machine data (customer behavior)! Connect digital to physical world 8

9 ibeacon in acjon

10 Imagine Walking into a mall and pulling out your phone. A loyalty app recognizes that you re in proximity of a store. Unlocking your phone launches the loyalty app. A promooon tailored for you is displayed, drawing you into the store. A push message noofies you about a promooon. When you approach a product line, informaoon is retrieved about XYZ brand. 10

11 Does this seem familiar? hep://youtu.be/7bxj_obaiyq?t=35s 11

12 Don t be evil. hep://youtu.be/7bxj_obaiyq?t=35s Companies need to take care when it comes to ibeacon use. If you ve managed to convince a user to install your app, you need to be careful not to give those users an excuse to delete your app. - Kingsley- Hughes 12

13 What is it good for and what is it not?

14 The Good Bluetooth LE is a very promising technology with lots of potenjal. Geo- Fencing Accurately IdenJfy when someone has leu a designated area Proximity Awareness Is someone close to X? Within 10 meters? I can do that. Approximate Geo- LocaOon A device is in this approximate locajon. Room or department based geo- locajon. 14

15 The Not So Good Bluetooth LE is a 2.4 Ghz radio signal. Ya know like WiFi. Accurate Geo- LocaOon This is NOT indoor GPS! Congested Places Obstacles such as furniture, people or communicajon congesjon can weaken the signal. Calculated distance is only an esjmate. User Tracking Signal sampling will be bouncy. It is hard to accurately track a device s locajon. Signals bounce off walls, etc. 15

16 ibeacon Technology Deep- Dive

17 ibeacon Details! ibeacons ONLY broadcast (here I am!).! ibeacons cannot collect data.! ibeacon broadcasts have no data payload they simply idenjfy themselves via a unique idenjfier (UUID) and 2 numbers major and minor Most deployments designate the major number as the general region and the minor as a specific locajon within the region. Think of the UUID as the applica<on or organiza<on idenjfier. An app can only listen for specific UUIDs provided by the developer, there is no way to see a list of all beacons visible to the device. Prefix Proximity UUID Data (31 bytes) Major Minor TX Power 17

18 How it works! A device moves within range of a beacon! The app recognizes the UUID of the beacon and takes acjon! InformaJon about the device/beacon is sent to the app server! InstrucJons are sent to the app from a server (opjonal)! The app sends data to a collecjon point for analyjcs (1) (3) (2) (4) 18

19 Best PracJces

20 Best PracJces Architecture: Direct data to local forwarder or cloud instance LocaJon #1 LocaJon #2 WiFi No WiFi receiver.example.com receiver.example.com 20

21 Best PracJces (cont.) Use MINT Enterprise to collect semanoc logs from any device. 21

22 Live Demo

23 Our Demo Environment! 6 EsJmote beacons have been scaeered around the room.! 4 RaspberryPis w/ ARM forwarder are acjng as our mobile clients.! Data is being sent directly to a local Splunk instance.! We re kindly requesjng your parjcipajon with this demo.! Have a look under your chair. You might be si~ng on a beacon! 23

24 Splunk Advantages! Real- Jme reporjng on how many people are in a locajon Up- to- the- second business intelligence of physical world, not just digital. Can a push nojficajon change shopping behavior now?! Quickly correlate proximity data with other data sources Compare window shoppers to purchasers using POS data Determine what booth design and locajon generates the most traffic at a tradeshow.! Easily augment data beaconed from the device Augment beaconed data with demographic informajon to beeer understand your customers. 24

25 Real World Use Cases

26 26

27 Apple 27

28 28

29 Wrapping up Key Take Aways! BLE Technology has physical limits, but huge potenjal! SupporJng hardware (beacons) is cheap & easy to deploy! Splunk products make collecjng and analyzing ibeacon data easy! InnovaJve retailers and app developers are early adopters! Other use cases beyond retail are no longer limited to Hollywood! Privacy concerns are real and should be considered carefully 29

30 QuesJons and Answers

31 THANK YOU

ARUBA LOCATION SERVICES

ARUBA LOCATION SERVICES ARUBA LOCATION SERVICES Powered by Aruba Beacons The flagship product of the product line is Aruba Beacons. When Aruba Beacons are used in conjunction with the Meridian mobile app platform, they enable

More information

A Simple Smart Shopping Application Using Android Based Bluetooth Beacons (IoT)

A Simple Smart Shopping Application Using Android Based Bluetooth Beacons (IoT) Advances in Wireless and Mobile Communications. ISSN 0973-6972 Volume 10, Number 5 (2017), pp. 885-890 Research India Publications http://www.ripublication.com A Simple Smart Shopping Application Using

More information

How to Configure ibeacons in Jamf Pro

How to Configure ibeacons in Jamf Pro What is an ibeacon? ibeacon is a communication protocol developed by Apple on top of Bluetooth Smart technology. It allows developers to create mobile apps aware of location context provided by beacons.

More information

The definitive guide for purchasing Bluetooth Low Energy (BLE) Beacons at scale

The definitive guide for purchasing Bluetooth Low Energy (BLE) Beacons at scale The definitive guide for purchasing Bluetooth Low Energy (BLE) Beacons at scale If you re working on an enterprise Request For Quote (RFQ) or Request For Proposal (RFP) for BLE Beacons using any of the

More information

Splunk and Ansible. Joining forces to increase implementation power. Rodrigo Santos Silva Head of Professional Services, Tempest Security Intelligence

Splunk and Ansible. Joining forces to increase implementation power. Rodrigo Santos Silva Head of Professional Services, Tempest Security Intelligence Splunk and Ansible Joining forces to increase implementation power Rodrigo Santos Silva Head of Professional Services, Tempest Security Intelligence 09/28/2017 Washington, DC Forward-Looking Statements

More information

Beacons Proximity UUID, Major, Minor, Transmission Power, and Interval values made easy

Beacons Proximity UUID, Major, Minor, Transmission Power, and Interval values made easy Beacon Setup Guide 2 Beacons Proximity UUID, Major, Minor, Transmission Power, and Interval values made easy In this short guide, you ll learn which factors you need to take into account when planning

More information

Introduction to ibeacontm

Introduction to ibeacontm Introduction to ibeacontm Robb Sabolovic 04/24/2014 Redmond, WA Xcoders Meeting ibeacontm is Apple trademark covering location and proximity detection technology. Agenda Introduction to ibeacontm Technology

More information

DYNAMIC BLUETOOTH BEACONS FOR PEOPLE WITH DISABILITIES

DYNAMIC BLUETOOTH BEACONS FOR PEOPLE WITH DISABILITIES DYNAMIC BLUETOOTH BEACONS FOR PEOPLE WITH DISABILITIES A journey from ibeacon to IoT beacons, InfinIT Summit 2017 BLUETOOTH BEACONS Short information sent by radio A few times per second Kind of radio

More information

MOBILE COMPUTING 1/29/18. Cellular Positioning: Cell ID. Cellular Positioning - Cell ID with TA. CSE 40814/60814 Spring 2018

MOBILE COMPUTING 1/29/18. Cellular Positioning: Cell ID. Cellular Positioning - Cell ID with TA. CSE 40814/60814 Spring 2018 MOBILE COMPUTING CSE 40814/60814 Spring 2018 Cellular Positioning: Cell ID Open-source database of cell IDs: opencellid.org Cellular Positioning - Cell ID with TA TA: Timing Advance (time a signal takes

More information

ibeacon Spoofing Security and Privacy Implications of ibeacon Technology Karan Singhal

ibeacon Spoofing Security and Privacy Implications of ibeacon Technology Karan Singhal ibeacon Spoofing Security and Privacy Implications of ibeacon Technology Karan Singhal ABSTRACT Apple introduced ibeacons with ios 7, revolutionizing the way our phones interact with real- life places

More information

Indoor Positioning 101 TECHNICAL)WHITEPAPER) SenionLab)AB) Teknikringen)7) 583)30)Linköping)Sweden)

Indoor Positioning 101 TECHNICAL)WHITEPAPER) SenionLab)AB) Teknikringen)7) 583)30)Linköping)Sweden) Indoor Positioning 101 TECHNICAL)WHITEPAPER) SenionLab)AB) Teknikringen)7) 583)30)Linköping)Sweden) TechnicalWhitepaper)) Satellite-based GPS positioning systems provide users with the position of their

More information

Round shape, white case with 3M adhesive sticker, including 2pcs ER12450 battery and industrial package, special for indoor location, RoHS

Round shape, white case with 3M adhesive sticker, including 2pcs ER12450 battery and industrial package, special for indoor location, RoHS Beacon / ibeacon / MiniBeacon FCC Statement This equipment has been tested and found to comply with the limits for a Class B digital device, pursuant to Part 15 of the FCC Rules. These limits are designed

More information

1. Product Introduction FeasyBeacons are designed by Shenzhen Feasycom Technology Co., Ltd which has the typical models as below showing: Model FSC-BP

1. Product Introduction FeasyBeacons are designed by Shenzhen Feasycom Technology Co., Ltd which has the typical models as below showing: Model FSC-BP ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, FeasyBeacon Getting Started Guide Version 2.5 Feasycom Online Technical Support: Skype: Feasycom Technical Support Direct Tel: 086 755 23062695 Email:

More information

CSRmesh Beacon management and Asset Tracking Muhammad Ulislam Field Applications Engineer, Staff, Qualcomm Atheros, Inc.

CSRmesh Beacon management and Asset Tracking Muhammad Ulislam Field Applications Engineer, Staff, Qualcomm Atheros, Inc. CSRmesh Beacon management and Asset Tracking Muhammad Ulislam Field Applications Engineer, Staff, Qualcomm Atheros, Inc. CSRmesh Recap Bluetooth Mesh Introduction What is CSRmesh? A protocol that runs

More information

WELLCORE R ibeacon Series

WELLCORE R ibeacon Series WELLCORE R ibeacon Series Product Specification V1.0 March-2016 NOTE: INFORMATION IN THIS DOCUMENT IS PROVIDED IN CONNECTION WITH WELLCORE PRODUCTS, NO LICENSE, EXPRESS OR IMPLIED, BY ESTOPPEL OR OTHERWISE,

More information

How to implement proximity marketing campaigns without an app

How to implement proximity marketing campaigns without an app How to implement proximity marketing campaigns without an app Generate more revenue from current customers & attract new visitors by using Eddystone beacons Table of Contents: Why Eddystone will be a game

More information

ibeacons Bible 1.0 For the latest version of this document, please visit

ibeacons Bible 1.0 For the latest version of this document, please visit ibeacons Bible 1.0 Andy Cavallini (Gaia-Matrix) andy.cavallini@gaia-matrix.com http://www.gaia-matrix.com For the latest version of this document, please visit http://www.gaia-matrix.com Contents Preface

More information

Senion IPS 101. An introduction to Indoor Positioning Systems

Senion IPS 101. An introduction to Indoor Positioning Systems Senion IPS 101 An introduction to Indoor Positioning Systems INTRODUCTION Indoor Positioning 101 What is Indoor Positioning Systems? 3 Where IPS is used 4 How does it work? 6 Diverse Radio Environments

More information

Introduction to Mobile Sensing Technology

Introduction to Mobile Sensing Technology Introduction to Mobile Sensing Technology Kleomenis Katevas k.katevas@qmul.ac.uk https://minoskt.github.io Image by CRCA / CNRS / University of Toulouse In this talk What is Mobile Sensing? Sensor data,

More information

Comparison ibeacon VS Smart Antenna

Comparison ibeacon VS Smart Antenna Comparison ibeacon VS Smart Antenna Introduction Comparisons between two objects must be exercised within context. For example, no one would compare a car to a couch there is very little in common. Yet,

More information

Pixie Location of Things Platform Introduction

Pixie Location of Things Platform Introduction Pixie Location of Things Platform Introduction Location of Things LoT Location of Things (LoT) is an Internet of Things (IoT) platform that differentiates itself on the inclusion of accurate location awareness,

More information

State of the Location Industry. Presented by Mappedin

State of the Location Industry. Presented by Mappedin State of the Location Industry Presented by Mappedin 2 State of the Location Industry Table of Contents Introduction 3 Current Market Landscape 4 Determining Best in Show 5 And The Winner is... 6 Appendix

More information

SHOPPING IN MOTION HOW POSITIONING, INDOOR NAVIGATION AND PERSONALIZED MOBILE MARKETING SET STATIONARY TRADE IN MOTION.

SHOPPING IN MOTION HOW POSITIONING, INDOOR NAVIGATION AND PERSONALIZED MOBILE MARKETING SET STATIONARY TRADE IN MOTION. SHOPPING IN MOTION HOW POSITIONING, INDOOR NAVIGATION AND PERSONALIZED MOBILE MARKETING SET STATIONARY TRADE IN MOTION. Nowadays customers are provided with various channels for shopping and for getting

More information

USER GUIDE CUBEACON TOOLS MOBILE ANDROID APP

USER GUIDE CUBEACON TOOLS MOBILE ANDROID APP USER GUIDE CUBEACON TOOLS MOBILE ANDROID APP CONNET YOUR IDEAS TO WORLD Version 1.2 Mei 17 About CUBEACON Cubeacon : ibeacon bluetooth technology is to meet the full bene ts of signal transmission required

More information

A Beacon of Hope: The Event Intelligence Revolution

A Beacon of Hope: The Event Intelligence Revolution A Beacon of Hope: The Event Intelligence Revolution Beacon technology has dramatically shifted the landscape of almost every industry, and the potential for the event marketing world is limitless. Game

More information

Occupancy Detection via ibeacon on Android Devices for Smart Building Management

Occupancy Detection via ibeacon on Android Devices for Smart Building Management Occupancy Detection via ibeacon on Android Devices for Smart Building Management Omitted for blind review Abstract Building heating, ventilation, and air conditioning (HVAC) systems are considered to be

More information

Hardware-free Indoor Navigation for Smartphones

Hardware-free Indoor Navigation for Smartphones Hardware-free Indoor Navigation for Smartphones 1 Navigation product line 1996-2015 1996 1998 RTK OTF solution with accuracy 1 cm 8-channel software GPS receiver 2004 2007 Program prototype of Super-sensitive

More information

TRBOnet Mobile. User Guide. for ios. Version 1.8. Internet. US Office Neocom Software Jog Road, Suite 202 Delray Beach, FL 33446, USA

TRBOnet Mobile. User Guide. for ios. Version 1.8. Internet. US Office Neocom Software Jog Road, Suite 202 Delray Beach, FL 33446, USA TRBOnet Mobile for ios User Guide Version 1.8 World HQ Neocom Software 8th Line 29, Vasilyevsky Island St. Petersburg, 199004, Russia US Office Neocom Software 15200 Jog Road, Suite 202 Delray Beach, FL

More information

Catalog

Catalog - 1 - Catalog 1. Description...- 3-2. Features...- 3-3. Application...- 3-4. Block Diagram...- 3-5. Electrical Characteristics... - 4-6. Operation... - 4-1) Power on Reset...- 4-2) Setting Mode... - 5-3)

More information

Accurate Real-time Indoor Navigation

Accurate Real-time Indoor Navigation Accurate Real-time Indoor Navigation 1 Table of Content 1 Overview... 3 2 Market... 3 3 Indoor Localisation Technologies... 4 3.1 GPS/Assisted GPS... 4 3.2 Wi-Fi Trilateration Low Accuracy... 5 3.3 Hardware

More information

On Practical Selective Jamming of Bluetooth Low Energy Advertising

On Practical Selective Jamming of Bluetooth Low Energy Advertising On Practical Selective Jamming of Bluetooth Low Energy Advertising S. Brauer, A. Zubow, S. Zehl, M. Roshandel, S. M. Sohi Technical University Berlin & Deutsche Telekom Labs Germany Outline Motivation,

More information

SmartPTT. Indoor Positioning Service

SmartPTT. Indoor Positioning Service SmartPTT Indoor Positioning Service October 2018 Indoor Tracking in SmartPTT Configurator Indoor Tracking in SmartPTT Configurator Big organizations with huge premises require constant control over their

More information

Colin Telford Technician-demonstrator Applied Art & Design

Colin Telford Technician-demonstrator Applied Art & Design Learning Beacons Using the Internet of Things to deliver health and safety materials in student workshops Dr Nik Whitehead Associate Professor Applied Computing nik.whitehead@uwtsd.ac.uk University Of

More information

Pervasive Indoor Localization and Tracking Based on Fingerprinting. Gary Chan Professor, CSE HKUST

Pervasive Indoor Localization and Tracking Based on Fingerprinting. Gary Chan Professor, CSE HKUST Pervasive Indoor Localization and Tracking Based on Fingerprinting Gary Chan Professor, CSE HKUST 2 Catchphrase: Location, Location, Location! 3 Outdoor Location-Based Services (LBS) Based on GPS (Global

More information

In-door localization and navigation for Android platform

In-door localization and navigation for Android platform MASARYK UNIVERSITY FACULTY OF INFORMATICS Ð Û Å«Æ ±²³ µ ¹º»¼½¾ Ý In-door localization and navigation for Android platform MASTER S THESIS Juraj Beníček Brno, spring 2015 Declaration Hereby I declare, that

More information

Splunk ConfiguraAon Management and Deployment with Ansible

Splunk ConfiguraAon Management and Deployment with Ansible Copyright 2015 Splunk Inc. Splunk ConfiguraAon Management and Deployment with Ansible Jose Hernandez Director Security SoluAons, Zenedge Sean Delaney Client Architect, Splunk Intros Disclaimer During the

More information

Enhancing Bluetooth Location Services with Direction Finding

Enhancing Bluetooth Location Services with Direction Finding Enhancing Bluetooth Location Services with Direction Finding table of contents 1.0 Executive Summary...3 2.0 Introduction...4 3.0 Bluetooth Location Services...5 3.1 Bluetooth Proximity Solutions 5 a.

More information

Hack Your Ride With Beacon Technology!

Hack Your Ride With Beacon Technology! Hack Your Ride With Beacon Technology! #kontakt_io Trevor Longino Head of Marketing & PR @trevorlongino @kontakt_io We help build the world s best proximity solutions 10 thousand+ clients! Welcome to the

More information

CS 61C: Great Ideas in Computer Architecture Lecture 10: Finite State Machines, Func/onal Units. Machine Interpreta4on

CS 61C: Great Ideas in Computer Architecture Lecture 10: Finite State Machines, Func/onal Units. Machine Interpreta4on CS 61C: Great Ideas in Computer Architecture Lecture 10: Finite State Machines, Func/onal Units Instructor: Sagar Karandikar sagark@eecs.berkeley.edu hep://inst.eecs.berkeley.edu/~cs61c 1 Levels of RepresentaJon/

More information

BTLE beacon for 8262 DECT handset Engineering Rules

BTLE beacon for 8262 DECT handset Engineering Rules BTLE beacon for 8262 DECT handset Engineering Rules 8AL90346ENAAed01 April 2017 Table of content 1. INTRODUCTION... 3 2. LIST OF ACRONYMS... 3 3. RECOMMENDED USE CASES... 3 3.1 BEACON EVENT... 3 3.2 LOCATION

More information

ANALYSIS OF BLUETOOTH LOW ENERGY BEACONS IN INDOOR LOCALIZATION POLICY AND APPLICATION JERRY R. GUO THESIS

ANALYSIS OF BLUETOOTH LOW ENERGY BEACONS IN INDOOR LOCALIZATION POLICY AND APPLICATION JERRY R. GUO THESIS c 2018 Jerry R. Guo ANALYSIS OF BLUETOOTH LOW ENERGY BEACONS IN INDOOR LOCALIZATION POLICY AND APPLICATION BY JERRY R. GUO THESIS Submitted in partial fulfillment of the requirements for the degree of

More information

TRBOnet Enterprise/PLUS

TRBOnet Enterprise/PLUS TRBOnet Enterprise/PLUS Bluetooth-based Indoor Positioning User Guide Version 5.2 World HQ Neocom Software 8th Line 29, Vasilyevsky Island St. Petersburg, 199004, Russia US Office Neocom Software 15200

More information

IoT. Indoor Positioning with BLE Beacons. Author: Uday Agarwal

IoT. Indoor Positioning with BLE Beacons. Author: Uday Agarwal IoT Indoor Positioning with BLE Beacons Author: Uday Agarwal Contents Introduction 1 Bluetooth Low Energy and RSSI 2 Factors Affecting RSSI 3 Distance Calculation 4 Approach to Indoor Positioning 5 Zone

More information

Comparison of RSSI-Based Indoor Localization for Smart Buildings with Internet of Things

Comparison of RSSI-Based Indoor Localization for Smart Buildings with Internet of Things Comparison of RSSI-Based Indoor Localization for Smart Buildings with Internet of Things Sebastian Sadowski and Petros Spachos, School of Engineering, University of Guelph, Guelph, ON, N1G 2W1, Canada

More information

A Bluetooth Smart Analyzer in ibeacon Networks

A Bluetooth Smart Analyzer in ibeacon Networks A Bluetooth Smart Analyzer in ibeacon Networks Maria Varsamou and Theodore Antonakopoulos University of Patras Department of Electrical and Computer Engineering Patras 26504, Greece e-mails: mtvars@upatras.gr

More information

Smart Beacon Management with BlueRange

Smart Beacon Management with BlueRange Smart Beacon Management with BlueRange Version 1.1 Status 01/2018 This article describes the need for Smart Beacon Management, demonstrates innovative ways to manage and control it efficiently, and shows

More information

BlueBeacon Bluetooth LE proximity-beacon with Eddystone (TM) specifications

BlueBeacon Bluetooth LE proximity-beacon with Eddystone (TM) specifications BlueBeacon Bluetooth LE proximity-beacon with Eddystone (TM) specifications Services and Characteristics A BlueBeacon is a Bluetooth Low Energy (BLE) proximity-beacon that periodically broadcasts an advertising

More information

AGENTLESS ARCHITECTURE

AGENTLESS ARCHITECTURE ansible.com +1 919.667.9958 WHITEPAPER THE BENEFITS OF AGENTLESS ARCHITECTURE A management tool should not impose additional demands on one s environment in fact, one should have to think about it as little

More information

Performance Evaluation of Beacons for Indoor Localization in Smart Buildings

Performance Evaluation of Beacons for Indoor Localization in Smart Buildings Performance Evaluation of Beacons for Indoor Localization in Smart Buildings Andrew Mackey, mackeya@uoguelph.ca Petros Spachos, petros@uoguelph.ca University of Guelph, School of Engineering 1 Agenda The

More information

Experimental Evaluation of Precision of a Proximity-based Indoor Positioning System

Experimental Evaluation of Precision of a Proximity-based Indoor Positioning System Experimental Evaluation of Precision of a Proximity-based Indoor Positioning System Sylvia T. Kouyoumdjieva and Gunnar Karlsson School of Electrical Engineering and Computer Science KTH Royal Institute

More information

Data-Driven DevOps Using Splunk SoLware and Ansible Tower

Data-Driven DevOps Using Splunk SoLware and Ansible Tower Copyright 2016 Splunk Inc. Data-Driven DevOps Using Splunk SoLware and Ansible Tower Michael Perzel DevOps, SureScripts Dylan Silva PM/Tech Evangelist, Ansible by Red Hat Disclaimer During the course of

More information

A CASE FOR CONNECTION:

A CASE FOR CONNECTION: A CASE FOR CONNECTION: Redefining the Real-Time Customer Experience with Beacons In Balance 1 Table of Contents Introduction...3 Key Takeaways...4 What are beacons?...5 How do beacons work?...7 Discovery...8

More information

Aruba Beacons Validated Reference Design

Aruba Beacons Validated Reference Design Aruba Beacons Validated Reference Design Copyright 2015 Hewlett Packard Enterprise Development LP Open Source Code This product includes code licensed under the GNU General Public License, the GNU Lesser

More information

NETWORK 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 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 information

Using ibeacon for Intelligent In-Room Presence Detection

Using ibeacon for Intelligent In-Room Presence Detection Using ibeacon for Intelligent In-Room Presence Detection Yang Yang, Zhouchi Li and Kaveh Pahlavan Center for Wireless Information Network Studies (CWINS) Worcester Polytechnic Institute (WPI), Worcester,

More information

best practice guide Ruckus SPoT Best Practices SOLUTION OVERVIEW AND BEST PRACTICES FOR DEPLOYMENT

best practice guide Ruckus SPoT Best Practices SOLUTION OVERVIEW AND BEST PRACTICES FOR DEPLOYMENT best practice guide Ruckus SPoT Best Practices SOLUTION OVERVIEW AND BEST PRACTICES FOR DEPLOYMENT Overview Since the mobile device industry is alive and well, every corner of the ever-opportunistic tech

More information

Push-to-talk ios User Guide (v8.0)

Push-to-talk ios User Guide (v8.0) Push-to-talk ios User Guide (v8.0) PTT 8.0 ios - Table of Contents 1 Activating PTT on your ios device... 4 How to activate PTT on your Android Smartphone... 4 How to Logout and Login to the PTT Service...

More information

Bluetooth Low Energy Sensing Technology for Proximity Construction Applications

Bluetooth Low Energy Sensing Technology for Proximity Construction Applications Bluetooth Low Energy Sensing Technology for Proximity Construction Applications JeeWoong Park School of Civil and Environmental Engineering, Georgia Institute of Technology, 790 Atlantic Dr. N.W., Atlanta,

More information

Workplace Service. Contents

Workplace Service. Contents Topic: Mobile Issues: What technologies and architectures make up a mobile ecosystem? Authors: Jim Lundy, David Mario Smith What are the trends affecting mobile computing? Aragon Research Technology Arc

More information

AN0503 Using swarm bee LE for Collision Avoidance Systems (CAS)

AN0503 Using swarm bee LE for Collision Avoidance Systems (CAS) AN0503 Using swarm bee LE for Collision Avoidance Systems (CAS) 1.3 NA-14-0267-0019-1.3 Document Information Document Title: Document Version: 1.3 Current Date: 2016-05-18 Print Date: 2016-05-18 Document

More information

Beacon Indoor Navigation System. Group 14 Andre Compagno, EE. Josh Facchinello, CpE. Jonathan Mejias, EE. Pedro Perez, EE.

Beacon Indoor Navigation System. Group 14 Andre Compagno, EE. Josh Facchinello, CpE. Jonathan Mejias, EE. Pedro Perez, EE. Beacon Indoor Navigation System Group 14 Andre Compagno, EE. Josh Facchinello, CpE. Jonathan Mejias, EE. Pedro Perez, EE. Motivation GPS technologies are not effective indoors Current indoor accessibility

More information

FAQ for City of Tacoma employees

FAQ for City of Tacoma employees General: How do I update my contact information (address, phone number, email address)? How do I change my password? Forgot password Forgot username How do I favorite or bookmark the login page? Can I

More information

WHY italkptt? Our team of in-house software developers customize solutions to meet the specific needs of our end users.

WHY italkptt? Our team of in-house software developers customize solutions to meet the specific needs of our end users. WHY italkptt? PTT technology is ideally suited to organizations that need to communicate cost-effectively with their personnel in the field or on the road. Offering the advantages of traditional two-way

More information

Traffic Monitoring and Management for UCS

Traffic Monitoring and Management for UCS Traffic Monitoring and Management for UCS Session ID- Steve McQuerry, CCIE # 6108, UCS Technical Marketing @smcquerry www.ciscolivevirtual.com Agenda UCS Networking Overview Network Statistics in UCSM

More information

CSCI 8715 PP6: Indoor Positioning Systems Group8 Nuosang Du, Sara Abouelella

CSCI 8715 PP6: Indoor Positioning Systems Group8 Nuosang Du, Sara Abouelella CSCI 8715 PP6: Indoor Positioning Systems Group8 Nuosang Du, Sara Abouelella An indoor positioning system is a system to locate objects or people inside a building using sensory information collected by

More information

Geo-fence Tracking Device User Manual

Geo-fence Tracking Device User Manual Geo-fence Tracking Device User Manual home8care.com 1-844-800-6482 support@home8care.com V1.1 2017 1 Table of Contents Table of Contents... 1 Chapter 1. Introduction... 2 1.1 System Requirement... 2 Chapter

More information

Wireless Location Accuracy:

Wireless Location Accuracy: Wireless Location Accuracy: Dispatchable Location & 3D Positioning TREY FORGETY RICHARD KELLY NENA DIRECTOR, NENA LIAISON, GOVERNMENT AFFAIRS NSGIC Indoor Stats ~50% of households are wireless only >40%

More information

SMART CITY ENHANCING COMMUNICATIONS

SMART CITY ENHANCING COMMUNICATIONS SMART CITY ENHANCING COMMUNICATIONS TURNING DATA INTO ACTIONABLE INTELLIGENCE PUBLIC DATA CITIZENS SMART CITIES DATA MOTOROLA INTELLIGENCE PUBLIC SAFETY DATA PUBLIC SAFETY GIVING YOU THE ABILITY TO LEVERAGE

More information

B L E N e t w o r k A p p l i c a t i o n s f o r S m a r t M o b i l i t y S o l u t i o n s

B L E N e t w o r k A p p l i c a t i o n s f o r S m a r t M o b i l i t y S o l u t i o n s B L E N e t w o r k A p p l i c a t i o n s f o r S m a r t M o b i l i t y S o l u t i o n s A t e c h n i c a l r e v i e w i n t h e f r a m e w o r k o f t h e E U s Te t r a m a x P r o g r a m m

More information

Evaluating the Impact of Malicious Spoofing Attacks on Bluetooth Low Energy Based Occupancy Detection Systems

Evaluating the Impact of Malicious Spoofing Attacks on Bluetooth Low Energy Based Occupancy Detection Systems Evaluating the Impact of Malicious Spoofing Attacks on Bluetooth Low Energy Based Occupancy Detection Systems William Oliff Computing and Information Systems University of Greenwich, UK Email: william.oliff@gre.ac.uk

More information

Paper number ITS-EU-SP0127. Experimenting Bluetooth beacon infrastructure in urban transportation

Paper number ITS-EU-SP0127. Experimenting Bluetooth beacon infrastructure in urban transportation 11 th ITS European Congress, Glasgow, Scotland, 6-9 June 2016 Paper number ITS-EU-SP0127 Jukka Ahola (jukka.ahola@vtt.fi) 1*, Samuli Heinonen (samuli.heinonen@vtt.fi) 1 1. VTT Technical Research Centre

More information

Självständigt arbete på grundnivå

Självständigt arbete på grundnivå Självständigt arbete på grundnivå Independent degree project - first cycle Datateknik Computer Engineering MID SWEDEN UNIVERSITY The Department of Information Technology and Media (ITM) Examiner: Ulf Jennehag,

More information

SHOP&NAV: ibeacon based indoor assistance and Navigation System

SHOP&NAV: ibeacon based indoor assistance and Navigation System International Journal of Scientific and Research Publications, Volume 6, Issue 11, November 2016 71 SHOP&NAV: ibeacon based indoor assistance and Navigation System K.A.D.K.N Peiris,S.A Asmina, A.A.T.K.K

More information

(12) Patent Application Publication (10) Pub. No.: US 2015/ A1

(12) Patent Application Publication (10) Pub. No.: US 2015/ A1 (19) United States US 2015O140982A1 (12) Patent Application Publication (10) Pub. No.: US 2015/0140982 A1 POStre (43) Pub. Date: (54) METHOD AND SYSTEM FOR PRE AND POST (52) U.S. Cl. PROCESSING OF BEACON

More information

ECE 1778: Creative Applications for Mobile Devices

ECE 1778: Creative Applications for Mobile Devices ECE 1778: Creative Applications for Mobile Devices Lecture 7 October 28, 2016 (1) Today 1. Guest Lecture from Jason Hyde 2. Logistics 3. Presentations (2) Jason Hyde n VP Creative & User Experience at

More information

Apple created ibeacons utilizing Bluetooth low-energy (BLE) technology, offering a new

Apple created ibeacons utilizing Bluetooth low-energy (BLE) technology, offering a new Angela Hart Linda Huber Mia Gao Wenting Mai Laura Werthmann Abstract: Apple created ibeacons utilizing Bluetooth low-energy (BLE) technology, offering a new method to interact with customers utilizing

More information

Developing Mobile Applications

Developing Mobile Applications Developing Mobile Applications Location based services 1 GSM positioning B cell id 120 degrees A C 2 An ideal world 3 in reality, cells are diffuse overlapping depending on geography buildings weather

More information

TRBOnet Mobile. User Guide. for Android. Version 2.0. Internet. US Office Neocom Software Jog Road, Suite 202 Delray Beach, FL 33446, USA

TRBOnet Mobile. User Guide. for Android. Version 2.0. Internet. US Office Neocom Software Jog Road, Suite 202 Delray Beach, FL 33446, USA TRBOnet Mobile for Android User Guide Version 2.0 World HQ Neocom Software 8th Line 29, Vasilyevsky Island St. Petersburg, 199004, Russia US Office Neocom Software 15200 Jog Road, Suite 202 Delray Beach,

More information

Drones operation and generated communication traffic

Drones operation and generated communication traffic Drones operation and generated communication traffic CEPT Workshop on Spectrum for Drones / UAS, Copenhagen, 29-30.05.2018 Christoph Legutko Central and Eastern Europe Director Connectivity Policy Government

More information

Information gathering system based on BLE communication for bus information sharing

Information gathering system based on BLE communication for bus information sharing Information gathering system based on BLE communication for bus information sharing Katsuhiro Naito Department of Information Science, Aichi Institute of Technology, 1247 Yachigusa, Yakusa, Toyota, Aichi

More information

Bridgemate App. Information for bridge clubs and tournament directors. Version 2. Bridge Systems BV

Bridgemate App. Information for bridge clubs and tournament directors. Version 2. Bridge Systems BV Bridgemate App Information for bridge clubs and tournament directors Version 2 Bridge Systems BV Bridgemate App Information for bridge clubs and tournament directors Page 2 Contents Introduction... 3 Basic

More information

Context-Aware Mobile Apps using ibeacons: Towards Smarter Interactions

Context-Aware Mobile Apps using ibeacons: Towards Smarter Interactions Sheridan College SOURCE: Sheridan Scholarly Output Undergraduate Research Creative Excellence Faculty Publications and Scholarship School of Applied Computing 2015 Context-Aware Mobile Apps using ibeacons:

More information

Software development and ITS research of Dtv group. Timo Koski University of Turku, Dtv group

Software development and ITS research of Dtv group. Timo Koski University of Turku, Dtv group Software development and ITS research of Dtv group Timo Koski University of Turku, Dtv group 19.11.2007 Software development and ITS research of Dtv group 1. DVB-H LITE Converged network application platform

More information

SMART RFID FOR LOCATION TRACKING

SMART RFID FOR LOCATION TRACKING SMART RFID FOR LOCATION TRACKING By: Rashid Rashidzadeh Electrical and Computer Engineering University of Windsor 1 Radio Frequency Identification (RFID) RFID is evolving as a major technology enabler

More information

... Lecture 3. Infrastructures for M-Business: Positioning Methods for Location-based Services. Mobile Business II (SS 2015) Prof. Dr.

... Lecture 3. Infrastructures for M-Business: Positioning Methods for Location-based Services. Mobile Business II (SS 2015) Prof. Dr. Lecture 3 Infrastructures for M-Business: Positioning Methods for Location-based Services Mobile Business II (SS 2015) Prof. Dr. Kai Rannenberg Deutsch Telekom Chair of Mobile Business & Multilateral Security

More information

ASSET & PERSON TRACKING FOR INDOOR

ASSET & PERSON TRACKING FOR INDOOR ASSET & PERSON TRACKING FOR INDOOR APPLICATIONS AND TECHNOLOGIES WHAT IS ASSET TRACKING? Asset Tracking means tracking of objects by using sensor technologies in a defined space. The objects movement is

More information

ARUBA AS-100 WIRELESS SENSOR

ARUBA AS-100 WIRELESS SENSOR Multivendor, Remote Management for Aruba Bluetooth Low Energy Beacons Aruba Mobile Engagement enables venues to engage with visitors mobile devices using Aruba Beacons powered by Bluetooth Low Energy (BLE)

More information

QK-A023 AIS Wireless Receiver (Auto-hopping V2.0)

QK-A023 AIS Wireless Receiver (Auto-hopping V2.0) Features QK-A023 AIS Wireless Receiver (Auto-hopping V2.0) Receiving on dual channels (161.975 MHzand162.025 MHz) alternately Auto-hopping channel algorithm improves captured message rate by 4% Sensitivity

More information

Indoor Navigation System with Beacons

Indoor Navigation System with Beacons Indoor Navigation System with Beacons Fall 2014Group 14 Andre Compagno Josh Facchinello Jonathan Mejias Pedro Perez May 1, 2015 Table of Contents 1.0 Executive Summary Page 1 2.0 Project Description 2.1

More information

AGENDA. NEI Overview. Mobile platforms with the new R1 / R2 GNSS receiver. High Accuracy Cloud Based Data Collection. Geo 7X Higher Accuracy Option

AGENDA. NEI Overview. Mobile platforms with the new R1 / R2 GNSS receiver. High Accuracy Cloud Based Data Collection. Geo 7X Higher Accuracy Option AGENDA NEI Overview Mobile platforms with the new R1 / R2 GNSS receiver High Accuracy Cloud Based Data Collection Geo 7X Higher Accuracy Option Selecting - the Right Tool for the Right Job Field to Finish.

More information

Location Services with Riverbed Xirrus APPLICATION NOTE

Location Services with Riverbed Xirrus APPLICATION NOTE Location Services with Riverbed Xirrus APPLICATION NOTE Introduction Indoor location tracking systems using Wi-Fi, as well as other shorter range wireless technologies, have seen a significant increase

More information

Smart City Framework based on Distributed Mobile Devices System Design and Implementation

Smart City Framework based on Distributed Mobile Devices System Design and Implementation Smart City Framework based on Distributed Mobile Devices System Design and Implementation Daniel Soleimani Pour Master Student of Department of Electronics, Informatics and Bioengineering Polo Regionale

More information

Together or Alone: Detecting Group Mobility with Wireless Fingerprints

Together or Alone: Detecting Group Mobility with Wireless Fingerprints Together or Alone: Detecting Group Mobility with Wireless Fingerprints Gürkan SOLMAZ and Fang-Jing WU NEC Laboratories Europe, CSST group, Heidelberg, Germany 24 May 2017 This work has received funding

More information

Indoor Positioning System using Magnetic Positioning and BLE beacons

Indoor Positioning System using Magnetic Positioning and BLE beacons Indoor Positioning System using Magnetic Positioning and BLE beacons Prof.Manoj.V. Bramhe 1, Jeetendra Gan 2, Nayan Ghodpage 3, Ankit Nawale 4, Gurendra Bahe 5 1Associate Professor & HOD, Dept of Information

More information

Available online at ScienceDirect. Procedia Computer Science 52 (2015 )

Available online at   ScienceDirect. Procedia Computer Science 52 (2015 ) Available online at www.sciencedirect.com ScienceDirect Procedia Computer Science 52 (2015 ) 1083 1088 The 5th International Symposium on Internet of Ubiquitous and Pervasive Things (IUPT) Measuring a

More information

08/2017 Technical application guide EINSTONE module Light is OSRAM

08/2017 Technical application guide EINSTONE module Light is OSRAM www.osram.com/einstone 08/2017 Technical application guide EINSTONE module Light is OSRAM EINSTONE module Contents Contents 1 Introduction 03 1.1 System overview 03 1.2 Versions 04 1.3 Nomenclature 04

More information

Mobile Data Tsunami Challenges Current Cellular Technologies

Mobile Data Tsunami Challenges Current Cellular Technologies 1! 2! Cellular Networks Impact our Lives Cellular Core Network! More Mobile Connection! More Infrastructure! Deployment! 1010100100001011001! 0101010101001010100! 1010101010101011010! 1010010101010101010!

More information

Low Power Gelocation Solution. Stéphane BOUDAUD CTO Abeeway Jonathan DAVID Polytech Student

Low Power Gelocation Solution. Stéphane BOUDAUD CTO Abeeway Jonathan DAVID Polytech Student Low Power Gelocation Solution Stéphane BOUDAUD CTO Abeeway Jonathan DAVID Polytech Student Disruptive radio technologies is taking off for IoT 2 An estimated 50 billions of connected objects by 2020 [CISCO]

More information

ALPS: A Bluetooth and Ultrasound Platform for Mapping and Localization

ALPS: A Bluetooth and Ultrasound Platform for Mapping and Localization ALPS: A Bluetooth and Ultrasound Platform for Mapping and Localization Patrick Lazik, Niranjini Rajagopal, Oliver Shih, Bruno Sinopoli, Anthony Rowe Electrical and Computer Engineering Department Carnegie

More information

Virtual Guide Dog: the Next Generation Pedestrian Signal for the Visually Impaired

Virtual Guide Dog: the Next Generation Pedestrian Signal for the Visually Impaired Virtual Guide Dog: the Next Generation Pedestrian Signal for the Visually Impaired Joyoung Lee Assistant Professor Co-Authors: Zijia Zhong, Branislav Dimitrjevic, and Kitae Kim ITS Resource Center New

More information