# Just a T.A.D. (Traffic Analysis Drone)

Save this PDF as:

Size: px
Start display at page:

## Transcription

1 Just a T.A.D. (Traffic Analysis Drone) Senior Design Project 2017: Cumulative Design Review 1

2 Meet the Team Cyril Caparanga (CSE) Alex Dunyak (CSE) Christopher Barbeau (CSE) Matthew Shin (CSE) 2

3 System Requirements 3

4 Recap Traffic data needs to be more comprehensive as more and more cars are on the roads Current traffic data collection methods are expensive and/or insufficient An Unmanned Aerial Vehicle (UAV) can be used to provide aerial image and video Image processing will analyze the image/video for car density and spacing on the drone This data is sent to a server in the cloud for display 4

5 Block Diagram - CDR 5

6 Demonstration of Deliverables 6

7 CDR Deliverables Alex/Cyril: Image processing Identifies visible cars in own test images Calculates density of cars as cars per distance or as car to road ratio Integrate server Integrate camera Matt: Data Server Automatically update web app to display most recent database content Assemble and test the 3DR Iris+ Chris: Raspberry Pi Camera interfaces with image processing software Send image data to server via 3G 7

8 Image Processing Requirements Detecting Cars from a top down view Counting the amount of cars in the picture Distinguishing between different lanes of a highway Determining spacing between cars in each lane 8

9 Eliminating Noise The dimensions of the camera s view are both proportional to the height of the camera. At a height of 2m, the camera has a 2m x 1.33 m viewing window, so at 1m it has a 1m x.665m viewing window. We can then approximate the number of pixels occupied by one square meter with the following equation: 9

10 Eliminating Noise (continued) The average area of a car is about 5mx10m, or 50 square meters. Given this approximation, we can threshold the detected contours by removing contours that are much smaller than cars should be. Currently, we prune contours if they are less than 70% of our calculated approximation. 10

11 Eliminating Noise (demonstration) No pruning: After pruning: 11

12 Our motion detection algorithm - High level Background subtraction is very sensitive to camera motion Overcome this by considering the fact that the drone moves relatively slowly We can find a mapping from each frame to another frame a set amount of time (⅓ or ⅙ of a second) later. By making this mapping, we can find the homography matrix that shifts the earlier frame onto the new frame. The shifted image does not account for movement outside of drone movement, so we can feed it into a standard background subtraction algorithm. 12

13 Our motion detection algorithm - Cont. Background subtracted image can be passed to contour detection, which gives point descriptions of the motion found. Using a few more assumptions about the heading of the drone and the compass orientation of the road, we can find the distance between contours 13

15 Road Cropping (revised) Similar to original method, but instead of cropping the road by rotating the mask, we rotate the drone so that the camera is oriented along the road lengthwise. 15

16 Interval detection (previous) By assuming we know the heading of the drone from the internal compass and the compass direction of the road to a reasonably accurate degree before takeoff, we can find the vector between detected contours, and compare that angle to the expected road angle. If the angles are in a cone nearby and within two boundaries at a distance, then consider the number of pixels between the two the interval. 16

17 Interval Detection Diagram (previous) 17

18 Interval detection and density After pruning the roads, we can use similar methods to detect density and interval between cars Since the Massachusetts department of transportation lists the width of a lane of a road as between ten and fifteen feet, by assuming the drone is over the road, simply scan across a horizontal line a half-lane width from the center of the screen. 18

19 Density and interval Density: Per lane, density is Interval spacing: Interval spacing can be described by 19

20 Database Client For any flight, a single pair of density and interval will be generated The image processing will have access to a client that will send this data to the database Formats the data into a JSON-style document and inserts timestamp Allows Python scripts on the Raspberry Pi to write to the database when internet connection exists 20

21 Internet Connection Take video at 30 frames per second Transmit processed data over 3G to data server 21

22 Data Server Server receives processed data (Density, Interval) Displays data on web page 22

23 Data Server Implementation Remove as much load from Raspberry Pi as possible for image processing Database hosted on cloud (mongolab) Deployed on AWS (Reliable, free up to 500 MB) Database visualization mongodb JSON documents allow for varying structure Flexible (dynamic schemas) 23

24 Web App UI MEAN (MongoDB, Express, Angular, NodeJS) Stack web application to query database New features: Search for specified density/interval Sort by increasing/decreasing order by clicking density, interval, or time headers Export data as CSV Automatically update (poll every X seconds, currently 5) 24

25 Raspberry Pi- Initial Setup Unpacked and Assembled Acquired a micro SD card and downloaded raspbian Installed Raspbian Endured many hours of troubleshooting for a default keyboard layout issue 25

26 Raspberry Pi- Camera Setup Unpacked and Installed Enabled Camera in System Config Endured many hours of troubleshooting Took test photos in the terminal Used picamera to code and automate picture taking Understood what this camera is capable of 26

27 3G Dongle Must Acquire 3G subscription Install Drivers Hot Plugging Device Switching Sending HTTP Packets Dealing with Firewalls Test Saving Video over Network(Streaming) 27

28 Current Pricing - 3DR Iris+ Drone Camera Raspberry Pi 3G Dongle 3G Subscription FAA Registration Raspberry Pi Battery USB Cord \$598 \$15 \$50 \$34 \$25 \$5 \$20 \$5 Total (with drone) \$752 Total (without drone) \$154 28

29 Team Responsibilities and Schedule 29

30 FDR Deliverables Alex/Cyril Alex: Completion and debugging of software Cyril: Finalize integration of software with camera and sending to server Matt Become proficient in piloting the drone for demo Test and develop web application Chris DroneKit integration 3G integration (or WiFi) All Assist with final report 30

31 Team Schedule 31

32 Demo Image processing on own test images provided by test flight Sending of data to server via WiFi Server refreshing to display new data within 10 seconds 32

33 Thank You! Questions? 33

### MotionPro. Team 2. Delphine Mweze, Elizabeth Cole, Jinbang Fu, May Oo. Advisor: Professor Bardin. Midway Design Review

MotionPro Team 2 Delphine Mweze, Elizabeth Cole, Jinbang Fu, May Oo Advisor: Professor Bardin Midway Design Review 1 Project Review A projected game that can be played on any flat surface A step towards

### Automate Pulse Set-Up Instructions

Automate Pulse Set-Up Instructions ABOUT THE AUTOMATE SHADES SKILL The Automate Pulse app allows for control of your motorized window treatments through your smartphone/tablet THE APP ALLOWS FOR: Individual

### BuddyCam Joseph Cao, CSE, Steven Gurney, CSE, Saswati Swain, EE, and Kyle Wright, CSE

Team 7 Page 1 BuddyCam Joseph Cao, CSE, Steven Gurney, CSE, Saswati Swain, EE, and Kyle Wright, CSE Abstract Unmanned aircraft systems (UAS) are systems that incorporate a Unmanned aircraft vehicle (UAV

### PYROPTIX TM IMAGE PROCESSING SOFTWARE

Innovative Technologies for Maximum Efficiency PYROPTIX TM IMAGE PROCESSING SOFTWARE V1.0 SOFTWARE GUIDE 2017 Enertechnix Inc. PyrOptix Image Processing Software v1.0 Section Index 1. Software Overview...

### BuddyCam Joseph Cao, CSE, Steven Gurney, CSE, Saswati Swain, EE, and Kyle Wright, CSE

Team 7 Page 1 BuddyCam Joseph Cao, CSE, Steven Gurney, CSE, Saswati Swain, EE, and Kyle Wright, CSE Abstract Unmanned Aircraft Systems (UAS) incorporate an Unmanned Aircraft Vehicle (UAV or drone) and

### Introduction. Edge Enhancement (SEE( Advantages of Scalable SEE) Lijun Yin. Scalable Enhancement and Optimization. Case Study:

Case Study: Scalable Edge Enhancement Introduction Edge enhancement is a post processing for displaying radiologic images on the monitor to achieve as good visual quality as the film printing does. Edges

### Smart Traffic Control System Using Image Processing

Smart Traffic Control System Using Image Processing Prashant Jadhav 1, Pratiksha Kelkar 2, Kunal Patil 3, Snehal Thorat 4 1234Bachelor of IT, Department of IT, Theem College Of Engineering, Maharashtra,

### Basic Pattern Recognition with NI Vision

Basic Pattern Recognition with NI Vision Author: Bob Sherbert Keywords: National Instruments, vision, LabVIEW, fiducial, pattern recognition This tutorial aims to instruct the reader on the method used

### 2-/4-Channel Cam Viewer E- series for Automatic License Plate Recognition CV7-LP

2-/4-Channel Cam Viewer E- series for Automatic License Plate Recognition Copyright 2-/4-Channel Cam Viewer E-series for Automatic License Plate Recognition Copyright 2018 by PLANET Technology Corp. All

### IoT Software Platforms

Politecnico di Milano Advanced Network Technologies Laboratory IoT Software Platforms in the cloud 1 Why the cloud? o IoT is about DATA sensed and transmitted from OBJECTS o How much data? n IPV6 covers

### Introduction to GRIP. The GRIP user interface consists of 4 parts:

Introduction to GRIP GRIP is a tool for developing computer vision algorithms interactively rather than through trial and error coding. After developing your algorithm you may run GRIP in headless mode

### Table of Contents. 2 Select camera-lens configuration Select camera and lens type Listbox: Select source image... 8

Table of Contents 1 Starting the program 3 1.1 Installation of the program.......................... 3 1.2 Starting the program.............................. 3 1.3 Control button: Load source image......................

### WiPry 5x User Manual. 2.4 & 5 GHz Wireless Troubleshooting Dual Band Spectrum Analyzer

WiPry 5x User Manual 2.4 & 5 GHz Wireless Troubleshooting Dual Band Spectrum Analyzer 1 Table of Contents Section 1 Getting Started 1.10 Quickstart Guide 1.20 Compatibility Section 2 How WiPry Works 2.10

### JAMAR TRAX RD Detector Package Power Requirements Installation Setting Up The Unit

JAMAR TRAX RD The TRAX RD is an automatic traffic recorder designed and built by JAMAR Technologies, Inc. Since the unit is a Raw Data unit, it records a time stamp of every sensor hit that occurs during

### Matrox PowerStream Plus

Matrox PowerStream Plus User Guide 20246-301-0100 2016.12.01 Contents 1 About this user guide...5 1.1 Using this guide... 5 1.2 More information... 5 2 Matrox PowerStream Plus software...6 2.1 Before you

### Release Notes for LAS AF version 1.8.0

October 1 st, 2007 Release Notes for LAS AF version 1.8.0 1. General Information A new structure of the online help is being implemented. The focus is on the description of the dialogs of the LAS AF. Configuration

### Music Radar: A Web-based Query by Humming System

Music Radar: A Web-based Query by Humming System Lianjie Cao, Peng Hao, Chunmeng Zhou Computer Science Department, Purdue University, 305 N. University Street West Lafayette, IN 47907-2107 {cao62, pengh,

### Oculomatic Pro. Setup and User Guide. 4/19/ rev

Oculomatic Pro Setup and User Guide 4/19/2018 - rev 1.8.5 Contact Support: Email : support@ryklinsoftware.com Phone : 1-646-688-3667 (M-F 9:00am-6:00pm EST) Software Download (Requires USB License Dongle):

### ACUSCREEN NDT Joaquín González -

ACUSCREEN NDT 21.02.2014 1 Joaquín González - www.ndtscanner.com PRESENTATION PLAN Introduction Features & Advantages Functionality Image Archiver Image Viewer Scan Control Module Multi-Strip Processing

### Schematic Analysis of P10 16x32 RGB LED Panel 3 in 1 DIP Type Dual (Dual In-Line Package) on Trafficlight Revolution

Schematic Analysis of P10 16x32 RGB LED Panel 3 in 1 DIP Type Dual (Dual In-Line Package) on Trafficlight Revolution S D Putra 1, R Y Endra 1 1 Informatics, Computer Science Faculty, Bandar Lampung University,

mmwave Radar Sensor Auto Radar Apps Webinar: Vehicle Occupancy Detection Please note, this webinar is being recorded and will be made available to the public. Audio Dial-in info: Phone #: 1-972-995-7777

### 2.13inch e-paper HAT (D) User Manual

2.13inch e-paper HAT (D) User Manual OVERVIRE This is a flexible E-Ink display HAT for Raspberry Pi, 2.13inch, 212x104 resolution, with embedded controller, communicating via SPI interface, supports partial

### TRAFFIC SURVEILLANCE VIDEO MANAGEMENT SYSTEM

TRAFFIC SURVEILLANCE VIDEO MANAGEMENT SYSTEM K.Ganesan*, Kavitha.C, Kriti Tandon, Lakshmipriya.R TIFAC-Centre of Relevance and Excellence in Automotive Infotronics*, School of Information Technology and

### UniVision Engineering Limited Modpark Parking System Technical Description. Automatic Vehicle Access Control by Video Identification/

Automatic Vehicle Access Control by Video Identification/ Order Code: VISPA10 Introduction ASYTEC offers a vehicle access control system integrated into a car park management system, VISPA10. The system

### Quick Guide Book of Sending and receiving card

Quick Guide Book of Sending and receiving card ----take K10 card for example 1 Hardware connection diagram Here take one module (32x16 pixels), 1 piece of K10 card, HUB75 for example, please refer to the

### PYTHON AND IOT: From Chips and Bits to Data Science. Jeff Fischer Data-Ken Research https://data-ken.org Sunnyvale, California, USA

PYTHON AND IOT: From Chips and Bits to Data Science Jeff Fischer Data-Ken Research jeff@data-ken.org https://data-ken.org Sunnyvale, California, USA BayPiggies October 2016 Agenda 2 Project overview Hardware

### J6 User Manual. User Manual. Multi-Screen Splicing Processor J6. Xi an NovaStar Tech Co., Ltd. Rev1.0.1 NS

J6 User Manual User Manual Multi-Screen Splicing Processor J6 Rev1.0.1 NS160110162 Statement Dear users, You are welcome to use the J6, a multi-screen splicing processor of Xi'an NovaStar Tech Co., Ltd.

### Getting started with Spike Recorder on PC/Mac/Linux

Getting started with Spike Recorder on PC/Mac/Linux You can connect your SpikerBox to your computer using either the blue laptop cable, or the green smartphone cable. How do I connect SpikerBox to computer

### Table of content. Table of content Introduction Concepts Hardware setup...4

Table of content Table of content... 1 Introduction... 2 1. Concepts...3 2. Hardware setup...4 2.1. ArtNet, Nodes and Switches...4 2.2. e:cue butlers...5 2.3. Computer...5 3. Installation...6 4. LED Mapper

### for the Epson Stylus Pro 4000 User s Guide

for the Epson Stylus Pro 4000 User s Guide All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, electronic, mechanical,

### WiPry 5x User Manual. 2.4 & 5 GHz Wireless Troubleshooting Dual Band Spectrum Analyzer

WiPry 5x User Manual 2.4 & 5 GHz Wireless Troubleshooting Dual Band Spectrum Analyzer 1 Table of Contents Section 1 Getting Started 1.10 Quickstart Guide 1.20 Compatibility 2.10 Basics 2.11 Screen Layout

### NEW APPROACHES IN TRAFFIC SURVEILLANCE USING VIDEO DETECTION

- 93 - ABSTRACT NEW APPROACHES IN TRAFFIC SURVEILLANCE USING VIDEO DETECTION Janner C. ArtiBrain, Research- and Development Corporation Vienna, Austria ArtiBrain has installed numerous incident detection

### USB Mini Spectrum Analyzer User Manual TSA Program for PC TSA4G1 TSA6G1 TSA8G1

USB Mini Spectrum Analyzer User Manual TSA Program for PC TSA4G1 TSA6G1 TSA8G1 Triarchy Technologies Corp. Page 1 of 17 USB Mini Spectrum Analyzer User Manual Copyright Notice Copyright 2013 Triarchy Technologies,

### User Manual. Multi-Screen Splicing Processor J6

User Manual Multi-Screen Splicing Processor J6 Rev1.0.0 NS160100147 Statement Dear users, Welcome to use the J6, a multi-screen splicing processor. This manual is intended to help you to understand and

### MotionPro. Team 2. Delphine Mweze, Elizabeth Cole, Jinbang Fu, May Oo. Advisor: Professor Bardin. Preliminary Design Review

MotionPro Team 2 Delphine Mweze, Elizabeth Cole, Jinbang Fu, May Oo Advisor: Professor Bardin Preliminary Design Review 1 Project Description Our team is going to design and build a gaming machine that

### ISSN (PRINT): , (ONLINE): , VOLUME-5, ISSUE-4,

RURAL PEOPLE/PATIENTS HEALTH CONDITION MONITORING AND PRESCRIPTION WITH IOT B. Mani 1, G. Deepika 2 Department of Electronics and Communication Engineering RRS College of Engineering & Technology Abstract

### Operating Procedures for RECO1 & RECO2

Operating Procedures for RECO1 & RECO2 Reconstruction of Data 1) Open CT Pro 3D a. Remember, when the computer you are working on is receiving files from the scanner, it cannot reconstruct data b. You

### Precautions and Disclaimers What You Can Do with Geometry Manager Pro Check Your Computer System requirements...

Operating Instructions Geometric & Setup Management Software Windows Geometry Manager Pro Ver. 4.0 Thank you for purchasing this Panasonic product. Before using this software, please read the instructions

### A comprehensive guide to control room visualization solutions!

A comprehensive guide to control room visualization solutions! Video walls Multi output and 4K display Thin Client Video Extenders Video Controller & Matrix switcher Table of Contents Introduction... 2

### Quick Reference Manual

Quick Reference Manual V1.0 1 Contents 1.0 PRODUCT INTRODUCTION...3 2.0 SYSTEM REQUIREMENTS...5 3.0 INSTALLING PDF-D FLEXRAY PROTOCOL ANALYSIS SOFTWARE...5 4.0 CONNECTING TO AN OSCILLOSCOPE...6 5.0 CONFIGURE

### Network Camera Operating Manual

Network Camera Operating Manual Model No. WV-NW484S Before attempting to connect or operate this product, please read these instructions carefully and save this manual for future use. Preface About these

### SEM- EDS Instruction Manual

SEM- EDS Instruction Manual Double-click on the Spirit icon ( ) on the desktop to start the software program. I. X-ray Functions Access the basic X-ray acquisition, display and analysis functions through

### Figure 1: Feature Vector Sequence Generator block diagram.

1 Introduction Figure 1: Feature Vector Sequence Generator block diagram. We propose designing a simple isolated word speech recognition system in Verilog. Our design is naturally divided into two modules.

### Capstone screen shows live video with sync to force and velocity data. Try it! Download a FREE 60-day trial at pasco.com/capstone

Capstone screen shows live video with sync to force and velocity data. Try it! Download a FREE 60-day trial at pasco.com/capstone If you use these PSCO USB interfaces in your lab, it s time for PSCO Capstone

### Matrox PowerStream Plus

Matrox PowerStream Plus User Guide 20246-301-0200 2017.07.04 Contents 1 About this user guide... 5 1.1 Using this guide... 5 1.2 More information... 5 2 Matrox PowerStream Plus software... 6 2.1 Before

### ECE Real Time Embedded Systems Final Project. Speeding Detecting System

ECE 7220 Real Time Embedded Systems Final Project Speeding Detecting System By Hancheng Wu Abstract Speeding is one of the most common reasons that lead to traffic accidents. This project implements a

### WiPry User Manual. 2.4 GHz Wireless Troubleshooting

WiPry User Manual 2.4 GHz Wireless Troubleshooting 1 Table of Contents Section 1 Getting Started 1.10 Quickstart Guide 1.20 Compatibility Section 2 How WiPry Works 2.10 Basics 2.11 Screen Layout 2.12 Color

### CONTENT Product Introduction... 2 Packing Configuration...3 Hardware Orientation... 4 Front Panel... 4 Back Panel... 6 Using Your Product... 7 Content

VENUS X1PRO Quick Start 4K input support in DP, HDMI and DVI Input standard 2K formats Scale and switch seamlessly between 2K and 4K inputs Output to any format 2K or 4K EDID management on board HDCP 2.0

### VIDEO GRABBER. DisplayPort. User Manual

VIDEO GRABBER DisplayPort User Manual Version Date Description Author 1.0 2016.03.02 New document MM 1.1 2016.11.02 Revised to match 1.5 device firmware version MM 1.2 2019.11.28 Drawings changes MM 2

### FIRMWARE RELEASE NOTE

Products VRC300 Date Nov 18, 2015 Version 2.02.08 The version(s) indicated here above has (have) been tested and validated by the Technical Support Department. Version 2.02.08 Technical notes New Features

### UC San Diego UC San Diego Previously Published Works

UC San Diego UC San Diego Previously Published Works Title Classification of MPEG-2 Transport Stream Packet Loss Visibility Permalink https://escholarship.org/uc/item/9wk791h Authors Shin, J Cosman, P

### Understanding PQR, DMOS, and PSNR Measurements

Understanding PQR, DMOS, and PSNR Measurements Introduction Compression systems and other video processing devices impact picture quality in various ways. Consumers quality expectations continue to rise

### Part 1: Introduction to Computer Graphics

Part 1: Introduction to Computer Graphics 1. Define computer graphics? The branch of science and technology concerned with methods and techniques for converting data to or from visual presentation using

### 16 Universe LED Matrix Panels Instructions

Congratulations on buying the high performance LED matrix controller. Eight matrix LED panels 16x32 (8 to 1 scan) Four/Two LED panels 32x32 or 32x64 (16 to 1 scan) Full 24 bit color for 16 million colors,

### 4125 system setup and deployment quick start guide

4125 system setup and deployment quick start guide OPERATION IN AIR Do not operate the system while the tow fish in air for extended periods. The system may be enabled to transmit while in air for test

### E X P E R I M E N T 1

E X P E R I M E N T 1 Getting to Know Data Studio Produced by the Physics Staff at Collin College Copyright Collin College Physics Department. All Rights Reserved. University Physics, Exp 1: Getting to

### High Performance Raster Scan Displays

High Performance Raster Scan Displays Item Type text; Proceedings Authors Fowler, Jon F. Publisher International Foundation for Telemetering Journal International Telemetering Conference Proceedings Rights

### WV-NP1004. Network Operating Instructions. Network camera. Model No. (Lens is option.)

Network camera Network Operating Instructions Model No. WV-NP1004 PUSH TO LOCK/EJECT WV-NP1004 (Lens is option.) Before attempting to connect or operate this product, please read these instructions carefully

### TechNote: MuraTool CA: 1 2/9/00. Figure 1: High contrast fringe ring mura on a microdisplay

Mura: The Japanese word for blemish has been widely adopted by the display industry to describe almost all irregular luminosity variation defects in liquid crystal displays. Mura defects are caused by

### USB Mini Spectrum Analyzer User Manual PC program TSA For TSA5G35 TSA4G1 TSA6G1 TSA12G5

USB Mini Spectrum Analyzer User Manual PC program TSA For TSA5G35 TSA4G1 TSA6G1 TSA12G5 Triarchy Technologies, Corp. Page 1 of 17 USB Mini Spectrum Analyzer User Manual Copyright Notice Copyright 2013

### Module 3: Video Sampling Lecture 16: Sampling of video in two dimensions: Progressive vs Interlaced scans. The Lecture Contains:

The Lecture Contains: Sampling of Video Signals Choice of sampling rates Sampling a Video in Two Dimensions: Progressive vs. Interlaced Scans file:///d /...e%20(ganesh%20rana)/my%20course_ganesh%20rana/prof.%20sumana%20gupta/final%20dvsp/lecture16/16_1.htm[12/31/2015

### IMIDTM. In Motion Identification. White Paper

IMIDTM In Motion Identification Authorized Customer Use Legal Information No part of this document may be reproduced or transmitted in any form or by any means, electronic and printed, for any purpose,

### The ADAPTS function has been enhanced to support the new scan table mode as well as supporting the existing super stimulus mode.

Enhancements to the NWRT Real Time Controller (RTC) and Radar Control Interface (RCI) Software to Support Multi-Scan Processing Spring 2010 By David Priegnitz (CIMMS/NSSL) This document describes the latest

### Video Surveillance *

OpenStax-CNX module: m24470 1 Video Surveillance * Jacob Fainguelernt This work is produced by OpenStax-CNX and licensed under the Creative Commons Attribution License 2.0 Abstract This module describes

### Plug & Play Mobile Frontend For Your IoT Solution

Plug & Play Mobile Frontend For Your IoT Solution IoT2cell Data Sheet: 20181018 Table of Contents Introduction...3 IoT2cell Mobility Platform...5 Not Just Predict, Act...6 Its So Easy...7 Public Facing

### Mmw radar solution for terrain awareness in UAVs ("1+2" solution)

Mmw radar solution for terrain awareness in UAVs ("1+2" solution) Aimed at the flight environment of plant protection UAVs, Nanoradar has launched a millimeter-wave radar solution for terrain awareness

### Getting Started. Connect green audio output of SpikerBox/SpikerShield using green cable to your headphones input on iphone/ipad.

Getting Started First thing you should do is to connect your iphone or ipad to SpikerBox with a green smartphone cable. Green cable comes with designators on each end of the cable ( Smartphone and SpikerBox

### OptoFidelity Video Multimeter User Manual Version 2017Q1.0

OptoFidelity Video Multimeter User Manual Version 2017Q1.0 OptoFidelity Oy sales@optofidelity.com www.optofidelity.com OptoFidelity 2017 Microsoft and Excel are either registered trademarks or trademarks

### TROUBLESHOOTING DIGITALLY MODULATED SIGNALS, PART 2 By RON HRANAC

Originally appeared in the July 2006 issue of Communications Technology. TROUBLESHOOTING DIGITALLY MODULATED SIGNALS, PART 2 By RON HRANAC Digitally modulated signals are a fact of life in the modern cable

### Y10 LED lamp screen wireless group control solution

Y10 LED lamp screen wireless group control solution Functions and Requests LED lamp screen solution provided by Shanghai Xixun Electronic Company has been widely used in southeast areas, which has helped

### Event Guidelines. The Qt Company

Event Guidelines The Qt Company Last update: 24.01.2018 Event Guidelines Index This is a guide to the core visual elements of the Qt brand used in all events. Keeping a visual identity consistent over

### Designing and Implementing an Affordable and Accessible Smart Home Based on Internet of Things

Designing and Implementing an Affordable and Accessible Smart Home Based on Internet of Things Urvi Joshi 1, Aaron Dills 1, Eric Biazo 1, Cameron Cook 1, Zesheng Chen 1, and Guoping Wang 2 1 Department

### INTRODUCTION OF INTERNET OF THING TECHNOLOGY BASED ON PROTOTYPE

Jurnal Informatika, Vol. 14, No. 1, Mei 2017, 47-52 ISSN 1411-0105 / e-issn 2528-5823 DOI: 10.9744/informatika.14.1.47-52 INTRODUCTION OF INTERNET OF THING TECHNOLOGY BASED ON PROTOTYPE Anthony Sutera

### KRAMER ELECTRONICS LTD. USER MANUAL

KRAMER ELECTRONICS LTD. USER MANUAL MODEL: Projection Curved Screen Blend Guide How to blend projection images on a curved screen using the Warp Generator version K-1.4 Introduction The guide describes

### Session 1 Introduction to Data Acquisition and Real-Time Control

EE-371 CONTROL SYSTEMS LABORATORY Session 1 Introduction to Data Acquisition and Real-Time Control Purpose The objectives of this session are To gain familiarity with the MultiQ3 board and WinCon software.

### PLASMA MONITOR (PT20 UVVis) USER GUIDE

Thin Film Measurement solution Software, sensors, custom development and integration PLASMA MONITOR (PT20 UVVis) USER GUIDE August 2012 Plasma monitor with VFT probe. INTRODUCTION Plasma Monitor includes

### USB Mini Spectrum Analyzer User s Guide TSA5G35

USB Mini Spectrum Analyzer User s Guide TSA5G35 Triarchy Technologies, Corp. Page 1 of 21 USB Mini Spectrum Analyzer User s Guide Copyright Notice Copyright 2011 Triarchy Technologies, Corp. All rights

### Acquisition Control System Design Requirement Document

Project Documentation SPEC-0188 Rev A Acquisition Control System Design Requirement Document Bret Goodrich, David Morris HLSC Group November 2018 Released By: Name M. Warner Project Manager Date 28-Nov-2018

### Implementation of A Low Cost Motion Detection System Based On Embedded Linux

Implementation of A Low Cost Motion Detection System Based On Embedded Linux Hareen Muchala S. Pothalaiah Dr. B. Brahmareddy Ph.d. M.Tech (ECE) Assistant Professor Head of the Dept.Ece. Embedded systems

### Using enhancement data to deinterlace 1080i HDTV

Using enhancement data to deinterlace 1080i HDTV The MIT Faculty has made this article openly available. Please share how this access benefits you. Your story matters. Citation As Published Publisher Andy

### Motion Video Compression

7 Motion Video Compression 7.1 Motion video Motion video contains massive amounts of redundant information. This is because each image has redundant information and also because there are very few changes

### Bar Codes to the Rescue!

Fighting Computer Illiteracy or How Can We Teach Machines to Read Spring 2013 ITS102.23 - C 1 Bar Codes to the Rescue! If it is hard to teach computers how to read ordinary alphabets, create a writing

### HEAD. HEAD VISOR (Code 7500ff) Overview. Features. System for online localization of sound sources in real time

HEAD Ebertstraße 30a 52134 Herzogenrath Tel.: +49 2407 577-0 Fax: +49 2407 577-99 email: info@head-acoustics.de Web: www.head-acoustics.de Data Datenblatt Sheet HEAD VISOR (Code 7500ff) System for online

### TV Character Generator

TV Character Generator TV CHARACTER GENERATOR There are many ways to show the results of a microcontroller process in a visual manner, ranging from very simple and cheap, such as lighting an LED, to much

### Integrating Device Connectivity in IoT & Embedded devices

Leveraging Microsoft Cloud for IoT and Embedded Applications Integrating Device Connectivity in IoT & Embedded devices Tom Zamir IoT Solutions Specialist tom@iot-experts.net About me Tom Zamir IoT Solutions

### EECS150 - Digital Design Lecture 12 Project Description, Part 2

EECS150 - Digital Design Lecture 12 Project Description, Part 2 February 27, 2003 John Wawrzynek/Sandro Pintz Spring 2003 EECS150 lec12-proj2 Page 1 Linux Command Server network VidFX Video Effects Processor

### VSP 516S Quick Start

VIEWSIZE THE WORLD VSP 516S Quick Start Max 2048 1152@60Hz/2560 816 60Hz input/output resolution User customize output resolution 3G/HD/SD-SDI input Multiple cascade mapping for super resolution Seamless

### Video VBOX Lite RLVBVD10LT2. Powerful VBOX data logging and video technology in a user-friendly, affordable product. What can Video VBOX Lite do?

Powerful VBOX data logging and video technology in a user-friendly, affordable product Video VBOX Lite is a one box solution, incorporating a solid state video recorder, a VBOX 10 Hz GPS data logger and

### Wipe Scene Change Detection in Video Sequences

Wipe Scene Change Detection in Video Sequences W.A.C. Fernando, C.N. Canagarajah, D. R. Bull Image Communications Group, Centre for Communications Research, University of Bristol, Merchant Ventures Building,

### Beethoven Bot. Oliver Chang. University of Florida. Department of Electrical and Computer Engineering. EEL 4665-IMDL-Final Report

Beethoven Bot Oliver Chang University of Florida Department of Electrical and Computer Engineering EEL 4665-IMDL-Final Report Instructors: A. Antonio Arroyo, Eric M. Schwartz TAs: Josh Weaver, Andy Gray,

### FS3. Quick Start Guide. Overview. FS3 Control

FS3 Quick Start Guide Overview The new FS3 combines AJA's industry-proven frame synchronization with high-quality 4K up-conversion technology to seamlessly integrate SD and HD signals into 4K workflows.

### Ultra 4K Tool Box. Version Release Note

Ultra 4K Tool Box Version 2.1.43.0 Release Note This document summarises the enhancements introduced in Version 2.1 of the software for the Omnitek Ultra 4K Tool Box and related products. It also details