Here are the key constraints for this project:
1. Cost - The initial estimated cost of components was high at 600 NIS locally in Nablus. This was constrained to a lower budget of 100 NIS by sourcing components online.
2. Timeline - Components needed to arrive on time to allow for testing and troubleshooting within the project timeline. Any delays could constrain the ability to finalize and demonstrate the working prototype.
3. Safety - As this device is intended to help visually impaired users navigate, safety was a key constraint. The design had to ensure it did not pose any safety risks to users.
4. Usability - For the device to achieve its goal of aiding navigation, it needed to
Whenever you work with power tools or on electrical circuits there is a risk of electrical hazards, especially electrical shock. Anyone can be exposed to these hazards at home or at work. Workers are exposed to more hazards because job sites can be cluttered with
tools and materials, fast-paced, and open to the weather. Risk is also higher at work because many jobs involve electric power tools. Electrical trades workers must pay special attention to electrical hazards because they work on electrical circuits. Coming in contact with an electrical voltage can cause current to flow through the body,
resulting in electrical shock and burns. Serious injury or even death may occur. As a source of energy, electricity is used without much thought about the hazards it can cause. Because electricity is a familiar part of our lives, it often is not treated with enough caution. As a result, an average of one worker is electrocuted on the job every day of every year!
Within this whitepaper you will find detailed discussions on
Components of a PV plant – Modules, mounting structures, inverters, charge controllers, batteries
Plant configurations – Standalone, grid-tied, hybrid, with and without batteries
Issues with solar-diesel integration – Power quality, reverse current, genset loading and efficiency
Favourable policies – JNNSM, State policies, Accelerated depreciation, RECs
Economics of Solar PV – Cost breakup, financial returns
Alternative models – BOO(T)
In addition the whitepaper elaborates on
Characteristics of diesel power vs. solar power
Prominent solar-diesel installations
- See more at: http://www.eai.in/ref/wp/diesel-to-solar-motives-means#sthash.ckrMSMRi.dpuf
Whenever you work with power tools or on electrical circuits there is a risk of electrical hazards, especially electrical shock. Anyone can be exposed to these hazards at home or at work. Workers are exposed to more hazards because job sites can be cluttered with
tools and materials, fast-paced, and open to the weather. Risk is also higher at work because many jobs involve electric power tools. Electrical trades workers must pay special attention to electrical hazards because they work on electrical circuits. Coming in contact with an electrical voltage can cause current to flow through the body,
resulting in electrical shock and burns. Serious injury or even death may occur. As a source of energy, electricity is used without much thought about the hazards it can cause. Because electricity is a familiar part of our lives, it often is not treated with enough caution. As a result, an average of one worker is electrocuted on the job every day of every year!
Within this whitepaper you will find detailed discussions on
Components of a PV plant – Modules, mounting structures, inverters, charge controllers, batteries
Plant configurations – Standalone, grid-tied, hybrid, with and without batteries
Issues with solar-diesel integration – Power quality, reverse current, genset loading and efficiency
Favourable policies – JNNSM, State policies, Accelerated depreciation, RECs
Economics of Solar PV – Cost breakup, financial returns
Alternative models – BOO(T)
In addition the whitepaper elaborates on
Characteristics of diesel power vs. solar power
Prominent solar-diesel installations
- See more at: http://www.eai.in/ref/wp/diesel-to-solar-motives-means#sthash.ckrMSMRi.dpuf
Zimbrick GMC West, a Madison GMC dealership Wisconsin has turned to for their automotive needs since 1965, is proud to provide fleet and upfitting services for the 2011 GMC Savana. Please call (608) 271-1601 for more information.
http://bookbooming.com/
Tại sao lại là sách ?
Bản thân chúng tôi được truyền cảm hứng rất nhiều từ những câu chuyện về những nhà sáng lập IBM, Sony, Samsung, Hyundai..Nó làm chúng tôi hừng hực khí thế, sôi sục một ước mơ xây dựng những công ty vĩ đại có thể thay đổi đất nước Việt Nam này và vươn ra toàn cầu. Ước mơ một nền văn hóa, một tinh thần chiến đấu, đoàn kết của người Nhật....một sự cách tân, một giấc mơ Mỹ. VÀ BOOKBOOMING SINH RA ĐỂ MANG LẠI GIẤC MƠ ĐÓ CHO CÁC BẠN.
NHỮNG NGƯỜI NÀO KHÔNG ĐỌC SÁCH LÀ HỌ ĐÃ LÃNG PHÍ MỘT NỬA CUỘC ĐỜI MÌNH
Phase angle controlled converter using back to back Thyristors or Triacs are being adopted to controlled the speed of voltage controlled single phase Induction Motor used for domestic Fan / Blower loads.
This method suffers from the disadvantages of low input power factor at lowers speeds due to low power factor. The fan draws more current than the required one. This leads to higher I2R Cu losses occurring in the stator of the single phase motor. The proposed techniques of i) Symmetrical Angle Controlled ii) High Frequency PWM Controlled are proposed with this techniques. This motor is
expected to draw lesser current at higher input power factor as compared to existing firing angle controlled speed controlled techniques. In this way, the motor would operate at higher efficiency, low Cu loss, high input power factor and reduced low order harmonics.
Zimbrick GMC West, a Madison GMC dealership Wisconsin has turned to for their automotive needs since 1965, is proud to provide fleet and upfitting services for the 2011 GMC Savana. Please call (608) 271-1601 for more information.
http://bookbooming.com/
Tại sao lại là sách ?
Bản thân chúng tôi được truyền cảm hứng rất nhiều từ những câu chuyện về những nhà sáng lập IBM, Sony, Samsung, Hyundai..Nó làm chúng tôi hừng hực khí thế, sôi sục một ước mơ xây dựng những công ty vĩ đại có thể thay đổi đất nước Việt Nam này và vươn ra toàn cầu. Ước mơ một nền văn hóa, một tinh thần chiến đấu, đoàn kết của người Nhật....một sự cách tân, một giấc mơ Mỹ. VÀ BOOKBOOMING SINH RA ĐỂ MANG LẠI GIẤC MƠ ĐÓ CHO CÁC BẠN.
NHỮNG NGƯỜI NÀO KHÔNG ĐỌC SÁCH LÀ HỌ ĐÃ LÃNG PHÍ MỘT NỬA CUỘC ĐỜI MÌNH
Phase angle controlled converter using back to back Thyristors or Triacs are being adopted to controlled the speed of voltage controlled single phase Induction Motor used for domestic Fan / Blower loads.
This method suffers from the disadvantages of low input power factor at lowers speeds due to low power factor. The fan draws more current than the required one. This leads to higher I2R Cu losses occurring in the stator of the single phase motor. The proposed techniques of i) Symmetrical Angle Controlled ii) High Frequency PWM Controlled are proposed with this techniques. This motor is
expected to draw lesser current at higher input power factor as compared to existing firing angle controlled speed controlled techniques. In this way, the motor would operate at higher efficiency, low Cu loss, high input power factor and reduced low order harmonics.
Water Treatment Unit Selection, Sizing and Troubleshooting Karl Kolmetz
Freshwater uses for manufacturing, food production, domestic and public needs,
recreation, hydroelectric power production, and flood control. The primary sources of
freshwater are rainfall in cisterns and water jars; groundwater from springs, artesian
wells, and drilled or dug wells; surface water from lakes, rivers, and streams;
desalinized seawater or brackish groundwater; and reclaimed wastewater.
Some water supplies may also contain disinfections by-products, inorganic
chemicals, organic chemicals, and radionuclides. Specialized methods for controlling
formation or removing them can also be part of water treatment.
Water treatment processes are applied to surface water sources. Typically, a water
treatment plant (WTP) undergoes a series of processes which include the units
presedimentation, rapid mix, flocculation, sedimentation, filtration, adsorption, and
disinfection, with appropriate chemical feeds and residual treatment processes
This work is part of the End of Study Project realized within Talan Tunisia consulting to obtain the
national computer engineering diploma at the National School of Engineers of Carthage. The goal of
this project is to create an Ethereum based application to perform Mutual Fund operation by increasing
the security and transparency in mutual fund shares management as well as reducing transaction cost
and time consuming.
________________________________________________
Ce travail fait partie du projet de fin d’études réalisé au sein de l’entreprise Talan Tunisie en vue
d’otention du diplôme national d’ingénieur en informatique de l’École nationale des ingénieurs de
Carthage. L’objectif de ce projet est de créer une application basée sur Ethereum afin d’exécuter des
opérations de fonds communs de placement en renforçant la sécurité et la transparence de la gestion des
parts de fonds communs de placement, ainsi qu’en réduisant les coûts de transaction et le temps requis.
Energy Systems Optimization of a Shopping Mall: The present study focuses on the development of software (general mathematical optimization model) which has the following characteristics:
• It will be able to find the optimal combination of installed equipment (power & heat generation etc) in a Shopping Mall (micro-grid)
• With multi-objective to maximize the cost at the same time as minimizing the environmental impacts (i.e. CO2 emissions).
• To date, this tool is scarce to the industry (similar to DER-CAM, Homer).
About
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Technical Specifications
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
Key Features
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface
• Compatible with MAFI CCR system
• Copatiable with IDM8000 CCR
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
Application
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...Amil Baba Dawood bangali
Contact with Dawood Bhai Just call on +92322-6382012 and we'll help you. We'll solve all your problems within 12 to 24 hours and with 101% guarantee and with astrology systematic. If you want to take any personal or professional advice then also you can call us on +92322-6382012 , ONLINE LOVE PROBLEM & Other all types of Daily Life Problem's.Then CALL or WHATSAPP us on +92322-6382012 and Get all these problems solutions here by Amil Baba DAWOOD BANGALI
#vashikaranspecialist #astrologer #palmistry #amliyaat #taweez #manpasandshadi #horoscope #spiritual #lovelife #lovespell #marriagespell#aamilbabainpakistan #amilbabainkarachi #powerfullblackmagicspell #kalajadumantarspecialist #realamilbaba #AmilbabainPakistan #astrologerincanada #astrologerindubai #lovespellsmaster #kalajaduspecialist #lovespellsthatwork #aamilbabainlahore#blackmagicformarriage #aamilbaba #kalajadu #kalailam #taweez #wazifaexpert #jadumantar #vashikaranspecialist #astrologer #palmistry #amliyaat #taweez #manpasandshadi #horoscope #spiritual #lovelife #lovespell #marriagespell#aamilbabainpakistan #amilbabainkarachi #powerfullblackmagicspell #kalajadumantarspecialist #realamilbaba #AmilbabainPakistan #astrologerincanada #astrologerindubai #lovespellsmaster #kalajaduspecialist #lovespellsthatwork #aamilbabainlahore #blackmagicforlove #blackmagicformarriage #aamilbaba #kalajadu #kalailam #taweez #wazifaexpert #jadumantar #vashikaranspecialist #astrologer #palmistry #amliyaat #taweez #manpasandshadi #horoscope #spiritual #lovelife #lovespell #marriagespell#aamilbabainpakistan #amilbabainkarachi #powerfullblackmagicspell #kalajadumantarspecialist #realamilbaba #AmilbabainPakistan #astrologerincanada #astrologerindubai #lovespellsmaster #kalajaduspecialist #lovespellsthatwork #aamilbabainlahore #Amilbabainuk #amilbabainspain #amilbabaindubai #Amilbabainnorway #amilbabainkrachi #amilbabainlahore #amilbabaingujranwalan #amilbabainislamabad
Courier management system project report.pdfKamal Acharya
It is now-a-days very important for the people to send or receive articles like imported furniture, electronic items, gifts, business goods and the like. People depend vastly on different transport systems which mostly use the manual way of receiving and delivering the articles. There is no way to track the articles till they are received and there is no way to let the customer know what happened in transit, once he booked some articles. In such a situation, we need a system which completely computerizes the cargo activities including time to time tracking of the articles sent. This need is fulfilled by Courier Management System software which is online software for the cargo management people that enables them to receive the goods from a source and send them to a required destination and track their status from time to time.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.
Automobile Management System Project Report.pdfKamal Acharya
The proposed project is developed to manage the automobile in the automobile dealer company. The main module in this project is login, automobile management, customer management, sales, complaints and reports. The first module is the login. The automobile showroom owner should login to the project for usage. The username and password are verified and if it is correct, next form opens. If the username and password are not correct, it shows the error message.
When a customer search for a automobile, if the automobile is available, they will be taken to a page that shows the details of the automobile including automobile name, automobile ID, quantity, price etc. “Automobile Management System” is useful for maintaining automobiles, customers effectively and hence helps for establishing good relation between customer and automobile organization. It contains various customized modules for effectively maintaining automobiles and stock information accurately and safely.
When the automobile is sold to the customer, stock will be reduced automatically. When a new purchase is made, stock will be increased automatically. While selecting automobiles for sale, the proposed software will automatically check for total number of available stock of that particular item, if the total stock of that particular item is less than 5, software will notify the user to purchase the particular item.
Also when the user tries to sale items which are not in stock, the system will prompt the user that the stock is not enough. Customers of this system can search for a automobile; can purchase a automobile easily by selecting fast. On the other hand the stock of automobiles can be maintained perfectly by the automobile shop manager overcoming the drawbacks of existing system.
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
The bat hat
1. An-Najah National University
Faculty Of Engineering
Electrical Engineering Department
The Bat Hat
By
Eng.ZaidAbusair and Eng.Abdullah Salahat
Supervisor
Dr.Kamel Saleh
Presented in Partial fulfillment of the requirements for Bachelor degree in
‘’Electrical Engineering‘’
May 3, 2016
2. 2| P a g e
Dedication
This graduation project is dedicated to our parents, who sacrificed and exerted the
utmost efforts to be what we are now, they taught us that the best kind of knowledge to have
is that which is learned for its own sake and learned us that even the largest task can be
accomplished if it is done one step at a time.
Acknowledgements
Dr. Kamel Saleh has been the ideal graduation project supervisor. His sage advice,
insightful criticisms, and patient encouragement aided the writing of this report in
innumerable ways. I would also like to thank our well-respected doctors who steadfast
support of this project was greatly needed and deeply appreciated.
3. 3| P a g e
Table of Contents
LIST OF FIGURES............................................................................................................ 5
LIST OF EQUATIONS ..................................................................................................... 6
LIST OF TABLES.............................................................................................................. 7
ABSTRACT ........................................................................................................................ 8
CHAPTER 1: INTRODUCTION ................................................................................... 10
1.1 OVERVIEW ................................................................................................................. 10
1.2 EXISTING PROBLEMS ................................................................................................. 10
1.3 AIMS AND OBJECTIVES.............................................................................................. 10
1.4 SCOPE OF THE WORK ................................................................................................ 11
1.4.1 General Overview .............................................................................................. 11
1.4.2 Distance Calculation .......................................................................................... 12
1.4.3 Hardware Overview ........................................................................................... 12
1.4.4 Software Overview............................................................................................. 13
1.5 IMPORTANCE OF THE WORK...................................................................................... 13
CHAPTER 2: CONSTRAINTS, STANDARDS AND EARLIER COURSEWORK 15
2.1 CONSTRAINTS ............................................................................................................ 15
2.2 STANDARDS ............................................................................................................... 15
2.3 EARLIER COURSEWORK.............................................................................................. 15
CHAPTER 3: LITERATURE REVIEW....................................................................... 18
CHAPTER 4: METHODOLOGY.................................................................................. 21
4.1 HARDWARE DESIGN................................................................................................... 21
4.1.1 Schematic........................................................................................................... 21
4.1.1.1 Head-Mounted Navigation Sub-System Schematic.................................... 21
4.1.1.2 Hand-Mounted Tactile Sensor Sub-System Schematic............................... 21
4.1.2 Microcontroller .................................................................................................. 22
4.1.3 Motor.................................................................................................................. 23
4.1.4 Buzzer ................................................................................................................ 24
4.1.5 Ultrasonic Rangefinder ...................................................................................... 24
4.2 SOFTWARE DESIGN .................................................................................................... 25
4.2.1 Head-Mounted Navigation Sub-System ............................................................ 25
4.2.1.1 Initialization................................................................................................. 25
4.2.1.2 Flowchart..................................................................................................... 26
4.2.1.3 Functions List.............................................................................................. 27
4.2.1.3.1 Main Function....................................................................................... 27
4.2.1.3.2 Loop Function....................................................................................... 27
4.2.1.3.3 Echo-Check Function ........................................................................... 27
4.2.1.3.4 Consequences Function ........................................................................ 27
4.2.2 Hand-Mounted Tactile Sensor Sub-System....................................................... 28
4.2.2.1 Initialization................................................................................................. 28
4.2.2.2 Flowchart..................................................................................................... 28
4.2.2.3 Functions List.............................................................................................. 29
4. 4| P a g e
4.2.2.3.1 Main Function....................................................................................... 29
4.2.2.3.2 Loop Function....................................................................................... 29
4.2.2.3.3 Read Function....................................................................................... 30
4.2.2.3.4 Start Function........................................................................................ 30
CHAPTER 5: RESULTS AND DISCUSSION.............................................................. 32
5.1 SPEED OF EXECUTION ................................................................................................ 32
5.2 ACCURACY ................................................................................................................ 32
5.3 USER EVALUATION .................................................................................................... 33
5.4 SAFETY ...................................................................................................................... 34
5.5 USABILITY ................................................................................................................. 34
CHAPTER 6: CONCLUSION AND RECOMMENDATION..................................... 37
6.1 SUMMARY.................................................................................................................. 37
6.2 COST DETAILS AND ECONOMICAL DIMENSIONS ........................................................ 38
6.3 FUTURE WORK........................................................................................................... 39
REFERENCES ................................................................................................................. 40
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List of Figures
Figure 1.4.1.1: Shows High Level Overview .................................................................. 11
Figure 3.1: Shows Sonic Guide ....................................................................................... 18
Figure 3.2: Shows Kaspa ................................................................................................. 18
Figure 4.1.1.1.1: Shows The Schematic Of Head-Mounted Sub-System..................... 21
Figure 4.1.1.2.1: Shows The Schematic Of Hand-Mounted Tactile Sub-System ....... 21
Figure 4.1.2.1: Shows Arduino Uno ............................................................................... 22
Figure 4.1.2.2: Shows Arduino Nano ............................................................................. 23
Figure 4.1.3.1: Shows Vibrating Motors ....................................................................... 23
Figure 4.1.5.1: Shows Hc-Sr04 Ultrasonic Rangefinders ............................................. 24
Figure 4.1.5.2: Shows The Timing Diagram ................................................................. 25
Figure 4.2.1.2.1: Shows The Head-Mounted Navigation Sub-System Flowchart. ..... 26
Figure 4.2.2.2.1: Shows The Hand-Mounted Tactile Sensor Sub-System Flowchart.28
Figure 5.3.1: Shows How The User Can Detect And Avoid Obstacles........................ 33
Figure 6.1.1: Shows The Head-Mounted Navigation Sub-System............................... 37
Figure 6.1.2: Shows The Hand-Mounted Tactile Sensor Sub-System......................... 37
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List of Equations
Equation 1.4.2.1: Distance Equation. ............................................................................. 12
Equation 4.2.1.1.1: Shows The Duration Time Equation. ............................................ 26
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List of Tables
Table 6.2.1: Shows The Cost Of All Elements. .............................................................. 39
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Abstract
For this final project, the ultrasonic range-finding Bat Hat that uses haptic feedback
to alert its wearer about obstacles in his or her path has been designed and implemented.
The Bat hat is equipped with an ultrasonic transmitter/receiver circuit, which is capable of
emitting short pulses of ultrasonic-frequency (approximately 40 kHz) sound. These pulses
echo off the closest object in the line of sight of the ultrasonic sensor and are picked up
by the receiver. The time delay between sending the initial pulse and receiving the echo
gives a sense of how far away the obstacle is from the ultrasonic sensor, which can be
conveyed to the person by vibrating disk motor at a level proportional to that distance.
This allows the person to understand what obstacles are in his or her path and to respond
accordingly.
Specifically, this project is intended as a proof-of-concept/prototype for a product that
would ultimately be used by sight-impaired individuals to detect walls or other
obstructions. This device is considered clever implementation of using inaudible
frequencies which simulate using a cane to feel the obstacles. In addition to that, this
device has the ability to work in tough environments like noisy, rainy and windy ones.
The Bat Hat is divided into two main wearable sub-systems: a head-mounted
navigation sub-system and a hand-mounted tactile sensor sub-system. The head-mounted
navigation device is used for spatial sensing and directional navigation, while the hand-
mounted tactile sensor is used for sensing obstacles in close proximity to the user below
eye-level.
10. 10| P a g e
Chapter 1: Introduction
1.1 Overview
This device uses ultrasonic rangefinders and haptic feedback to improve indoor
navigation for the visually impaired people and to help people seeing at night. The
technique depends on using acoustic signals, such as sounds from the natural environment
or sounds made artificially, to determine an individual's surrounding physical space for
the purpose of navigation. This device is a clever implementation of using this technique
that uses inaudible frequencies which simulate using a cane to feel the obstacles. In
addition to that, this device works in noisy environment where it is typically difficult to
sense acoustic signals.
The Bat Hat consists of two main parts, the first one is the well-designed head
mounted navigation that consists of three ultrasonic range finders, Arduino UNO and three
vibrating motors to help the user to turn either left or right depending on the presence of
obstacles in the field range of the ultrasonic sensors, while the other ingenious part is the
wearable tactile which consists of one ultrasonic range finder, Arduino NANO and one
motor that simulates the traditional cane to scan the obstacles not detectable by the
mounted navigation .
1.2 Existing Problems
Globally, an estimated 285 million people were estimated to be visually impaired, 39
million were blind and 246 have low vision [1]. In addition to that, about 90% of the
world's visually impaired live in low-income settings [1]. As a result, this fact forms the
motivation to build a clever, small device to help them with a cost considered too cheap
related to its valuable function.
Additionally, Normal people cannot walk at night with the absence of light and if they
do, they will expose themselves to hazards because walking at night is uncomfortable and
difficult to detect the obstacles that surround you, so that this device will give you
directions to be in safe and sound and help many people in their daily life.
1.3 Aims And Objectives
Mainly, this technology aims to provide a better life to people by either increasing the
awareness of people about the objects that surround them in the absence of light or by
enabling people who have visual or auditory impairments to live independently without
needing any help from any one.
Besides that, this device contributes in reducing the accidents that the visually
impaired or blind people are exposed to, and increases the self-confidence to that group to
join the life normally and independently. As a result, the productivity of that group will
obviously increase.
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1.4 Scope Of The Work
1.4.1 General Overview
The Bat Hat is comprised of two main wearable sub-systems: A head-mounted
navigation sub-system and a hand-mounted tactile sensor sub-system (see Figure 1.4.1.1
for a high-level overview). The head-mounted navigation device is used for spatial sensing
and directional navigation, while the hand-mounted tactile sensor is used for sensing
obstacles in close proximity to the user below eye-level, similar to the traditional
“Hoover” cane.
The head-mounted navigation system consists of three ultrasonic rangefinders,
Arduino UNO and three vibrating motor discs in addition to the buzzer that will send
warning signal when the object is very close to the user to increase the awareness. The
rangefinders are capable of detecting obstacles up to 4 meters away with a field of view
of about 15degrees [2]. The head-mounted system instructs the user to turn left, right or
even indicates if there is something in front of the user using one of the three motors
mounted on the three sides of the user’s head.
The hand-mounted tactile sensor consists of one ultrasonic rangefinder, Arduino
NANO and one motor that the user can wear on his or her hand. The tactile sensor allows
the user to “scan” for obstacles below eye-level (typically out of the range of the head-
Figure 1.4.1.1: Shows High Level Overview
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mounted sensors) by sweeping his or her hand laterally, similar to how one would use an
assistive cane. The rate at which the motors pulse is proportional to the distance of the
obstacle from the user -- the closer the object, the more rapid the pulses.
1.4.2 Distance Calculation
The ultrasonic rangefinder works by emitting an ultrasonic pulse and timing the
duration it takes to receive the pulse reflected off an obstacle. As the speed of sound in air
is approximately 340m/s (disregarding variations in humidity, pressure, interference, etc.),
the distance of the obstacle can be determined by (340 * (measured duration))/2.
The previous equation determines the distance of an object by using the duration time
which is the difference between the trigger signal and received signal, it best described as
follows:
𝐃𝐢𝐬𝐭𝐚𝐧𝐜𝐞 =
𝐃𝐮𝐫𝐚𝐭𝐢𝐨𝐧 𝐭𝐢𝐦𝐞[𝐮𝐬] ∗ 𝟎. 𝟎𝟑𝟒[
𝐜𝐦
𝐮𝐬
]
𝟐
= 𝟎. 𝟎𝟏𝟕 ∗ 𝐃𝐮𝐫𝐚𝐭𝐢𝐨𝐧 𝐭𝐢𝐦𝐞 [𝐜𝐦]
Equation 1.4.2.1: Distance Equation.
Where, distances in [cm] and duration time in [µ𝑠] as Arduino assumes.
1.4.3 Hardware Overview
Arduino microcontrollers were used because they are easy to program, cheap to buy
and perfect for prototyping device.
Prototyping ultrasonic rangefinders were used to reduce the cost and to ease the
programming, but in future work commercial ultrasonic rangefinders with a large range and
a wide beam pattern can be used, the large range ensures that obstacles can be detected far
away and the wide beam pattern gives us a greater field of view.
A fourth ultrasonic rangefinder was mounted on the hand tilted towards the ground to
detect objects below eye-level and sudden changes in elevation, which could be indicative
of a flight of stairs.
Ultrasound was used as opposed to infrared for ranging, since ultrasonic characteristics
are best suited for this device. This device requires larger ranges than most infrared
transmitter/sensor setup can detect, and was designed mainly for use in indoor environments
where interference from other infrared-emitting sources can pose a problem.
Mini-vibrating motor was used because this shaft-less vibratory motor is perfect for
non-audible indicators, it shakes crazily and softly but noticeably. Moreover, Buzzer was
used to increase the awareness of the user when the object is very close to him/her.
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The two sub-systems work integrally and separately without any connecting wire
between them.
1.4.4 Software Overview
This device uses the real time to provide real-time functionality, this allows the device
to perform certain tasks simultaneously, such as allowing the user to use the extended tactile
sensor independently of the head-mounted navigation system.
There are real-time tasks for the sequential reading of each ultrasonic rangefinder and
two other separate tasks for the navigation logic, one for instructing the user to either turn
left or right, and another for the tactile sensor.
The problem of overlapping between each two sensor was solved by using special loop
in the program and by directing each sensor to separate direction.
All the readings are median filtered so as to remove discrete noises caused by
interference (typically from external sources) or noises in the sensor circuit.
1.5 Importance Of The Work
The importance of this work is summarized in offering a hat and small tactile that eases
the daily life of people, especially to those who have disability to get around and understand
their surrounding easily by feeding them with indicators which tell them to turn left, right
or even if there is anything in their way. Consequently, that will increase the ability to that
group to join life with high self-confidence, and also it will increase their capacity in all
levels.
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CHAPTER 2
Constraints,
Standards And
Earlier Coursework
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Chapter 2: Constraints, Standards And Earlier Coursework
2.1 Constraints
In every project constraints must be shown through every stage of the project starting
from choosing the title to delivering the report. In this project the first constraint was the
essence of the work either by determining the goal behind it, choosing the boundaries of
this project or deciding the target group, but all of that are decided after two or three
discussions between us and the supervisor. The second one was the cost of the elements is
equal to 600 NIS at Nablus which is high according to a prototype, so that it is decided to
buy the elements online that made the cost much lower (100 NIS instead of 600 NIS). The
Third one is related to the arrival of the components to test them and understanding their
attitudes, this is solved initially by installing the datasheet for each element and using
Proteus as a simulation program that helped us to get all the results.
In addition to that, one of the main problems was dealing with the educational ultrasonic
rangefinder sensor because most of the time was giving us an accurate results, at the end the
problem is solved through adding special codes and controlling the angle of each one in the
hardware design.
2.2 Standards
Mainly, the IEEE Code of Ethics is always relevant. Being a relatively-long term
project, it is always a good idea to be aware of the safety of others, good social conduct, and
honesty [3].Moreover, there are several international standards associated with sounds and
their relationships with human beings. One major standard is ISO 532:1975, “Acoustics --
Method for calculating loudness level," which "Specifies two methods for determining a
single numerical value of a given sound, the first method is based on physical
measurements, the second method is based on spectrum. Analyses in one-third octave bands
[4]."ISO 28961:2012, "Acoustics -- Statistical distribution of hearing thresholds of
ontologically normal persons in the age range from 18 years to 25 years under free-field
listening conditions [5], " shows that we are operating well outside of the human hearing
range, which is related to ISO 266:1997, "Acoustics -- Preferred frequencies[6]." Lastly,
because of the haptic component of the project, ISO standard 9241-920:2009, “Ergonomics
of human-system interaction -- Guidance on tactile and haptic interactions,” "gives
recommendations for tactile and haptic hardware and software interactions [7].
2.3 Earlier coursework
Through the five years too many courses are taken, some of them have been used in this
project in direct way or not directly either in hardware design, software design, writing the
report or even in preparing the presentation. The following paragraphs mention the courses
that used in this project.
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English 102, Principles of Scientific Research and Technical Writing, English in
Workspace contents were employed in writing professional report and preparing a perfect
presentation.
C++ and Microcontroller are employed in programming the Arduino, understanding the
concept of the microcontroller and how can be used.
Electrical circuits 1, 2 and Electronics Circuits 1, 2, 3 helped us to understand the usage
of different electrical components and guided us to install these components correctly.
Sensors and Measurements helped us to deal with different sensors, such like the
ultrasonic rangefinder, and got us the basic knowledge to use each sensor correctly.
-
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Chapter 3: Literature Review
The inspiration of this project came from the way that bats use to understand their
surrounding and how they can avoid collisions with obstacles by using the echolocation.
Echolocation animals emit calls out to the environment and listen to the echoes of those
calls that return from various objects in the environment. They use these echoes to locate,
range, and identify the objects. Echolocation is used for navigation and for foraging (or
hunting) in various environments [8]. However, that principle could help humans with
guidance and navigation as well, especially humans who are blind and have difficulty in
understanding their surroundings using “normal” senses.
There have been similar head-mounted assistive devices developed in the past, such
as Sonic-guide, (developed around 1974) by Leslie Kay who has improved the angular
resolution of his Binaural Sensory Aid (BSA) system using a third narrow beam
transmitter for creating an additional monaural signal. This newer system was first called
the Trisensor, but is now known as the KASPA system (Kay's Advanced Spatial
Perception Aid). KASPA represents object distance by pitch, but also represents surface
texture through timbre. Use is made of echo location through frequency-modulated (FM)
signals. The improved, but still modest, resolution probably positions Kay's work
somewhere between obstacle detection and environmental imaging. The best angular
resolution is about one degree in the horizontal plane (azimuth detection) for the central
beam, which is quite good, but vertical resolution (elevation) is poor - making the ``view''
somewhat similar to constrained vision with binocular viewing through a narrow
horizontal slit[9]. Whatever, those devices were inaccurate enough and they used Complex
methods to navigate.
Additionally, there have been some similar modern designs that have the same goal,
but different techniques and concepts. First, Mayur Patel have designed DOPPLER
RADAR FOR COLLISION AVOIDANCE that uses Doppler radar sensors in order to
provide the user with movement, speed, and distance information of their environment.
An array of Doppler radar sensors are placed on the users head and vibration motors are
placed on the user’s chest, neck, back, and/or arms in order to provide input to the user
without impeding any of their other senses. When something moves within about 25 feet
Figure 3.1: Shows Sonic Guide [9] Figure 3.2: Shows KASPA [9]
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of the user, the corresponding vibration motor for the particular direction relative to the
user where the movement was detected will activate with a certain intensity to indicate
how far away the movement was detected [10], while in this project ultrasonic sensors are
used instead of Doppler radar, Arduino instead of AVR and totally different techniques
were applied to approach the goal. Second, JulianoSilotoAssine and Murilo Augusto
Gallani have designed Ultrasonic pathfinder that consists of a wearable device to provide
aid for the visually impaired. An ultrasonic distance sensor located on a hat collects data
of the surrounding environment scanning the area ahead of the user, and uses this data to
give an audio feedback through stereo headphones. Using the principles of human sound
localization this feedback provides information on the location and distance of the
obstacles around the user by changing the angle and intensity of the sound produced [11],
while in the used design one Arduino is enough instead of two Atmega128 and all the
procedures were totally different.
Moreover, there are two patents are figured out that are relevant to this project. The
first one is US20120299643, "Driving circuit for a circuit generating an ultrasonic pulse,
in particular an ultra-sonic transducer, and corresponding driving method," which is
related to the subject matter of this project [12]. However, the approach that is used in the
design was very different from that in the patent. Another applicable patent
is WO2012123787, “An echolocation apparatus,” which, according to the Abstract,
“comprises an echolocation module configured to determine a distance to the object based
on the received sound signal reflected from an object.” This patent is not as relevant to
this project, but does contain interesting ideas related to ultrasonic range-finding [13].
However, many of these past devices have several deficiencies of this device, such as
limited field of view and noisy sensor outputs leading to incorrect feedback. Furthermore,
none of the previous projects has elements that could detect obstacles that are most
hazardous to a visually impaired person, obstacles below the eye-level that could probably
cause the visually impaired person to collide and fall.
As such, the Bat Hat is an improved device that combines various aspects of past
projects that worked well in a more cohesive and ergonomic package with a cost
considered the lowest among all the previous devices. On top of that, the device is
extended with an addition tactile sensor that allows the user to detect low-lying obstacles
in an intuitive and familiar manner by mimicking the use of a “Hoover” cane. It is also
decided to use haptic feedback to interfere with the hearing of the user because visually
impaired people are typically more depending on their sense of hearing in navigating the
physical space. Haptic feedback would also allow this device to be used in noisy
environments.
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Chapter 4: Methodology
4.1 Hardware Design
4.1.1 Schematic
4.1.1.1 Head-Mounted Navigation Sub-System Schematic
4.1.1.2 Hand-Mounted Tactile Sensor Sub-System Schematic
Figure 4.1.1.1.1: Shows the Schematic of Head-Mounted Sub-System
Figure 4.1.1.2.1: Shows the Schematic of Hand-Mounted Tactile Sub-System
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4.1.2 Microcontroller
Arduino Uno has been used in the head-mounted navigation sub-system, this Arduino
uses Atmega328. Initially, it is wanted to use the ATmega1284 to get more accurate results,
but after studying the Arduino Uno it is found that it's accurate, easy to deal with and suitable
for this project.
The Arduino Uno (see figure 4.1.2.1) is a microcontroller board based on the
ATmega328 (datasheet). It has 14 digital input/output pins (of which 6 can be used as PWM
outputs), 6 analog inputs, a 16 MHz crystal oscillator, a USB connection, a power jack, an
ICSP header, and a reset button. It contains everything needed to support the
microcontroller; simply connect it to a computer with a USB cable or power it with an AC-
to-DC adapter or battery to get started [14].
Arduino Nano has been used in hand-mounted tactile sensor sub-system to get stylish
view because it is too small with Length of 45mm, width of 18mm and weight of 5g, this
Arduino uses Atmega328. It is wanted to use two FM circuits to communicate with the two
sub-systems, but the Nano was the choice because it is cheaper and does not need any
connected wire between the two sub-systems. Arduino Nano is a small, complete, and
breadboard-friendly board. It lacks only a DC power jack, and works with a Mini-B USB
cable instead of a standard one.
Figure 4.1.2.1: Shows Arduino Uno [14]
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The Arduino Nano (see figure 4.1.2.2) is a microcontroller board based on the
ATmega328. It has 14 digital input/output pins (of which 6 can be used as PWM outputs),
8 analog inputs, a 16 MHz crystal oscillator, a USB connection button. It contains
everything needed to support the microcontroller. Simply, the Arduino Nano can be
powered via the Mini-B USB connection, 6-20V unregulated external power supply (pin
30), o
4.1.3 Motor
The motors that have been used are vibrating mini disc motors. These motors are small
disc-shaped motors that are adhered to the head-hat and the hand-strap of the device.
The motors operate when driven between 3V to 5V, with a 60mA current draw at 3V
and a 100mA current draw at 5V [16]
Figure 4.1.2.2: Shows Arduino Nano [15]
Figure 4.1.3.1: Shows Vibrating Motors [16]
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It is decided to drive the motors directly from the 9V battery via a simple control circuit
through the use of 2N3904 NPN BJTs. It is found that even though motors could drive by
pulses at 5V from the Arduino's pins, it is concerned that driving the motors for extended
durations of time would draw too much current (peak current of ~100mA) from the Arduino
and would cause the on-board voltage regulator to reset the MCU because the maximum
allowable current from each pin is 40mA as mentioned in the datasheet.
The control circuit uses a control signal from Arduino output pin into the base of the
BJT, with the emitter connected to ground and the collector connected to the negative
terminal of the motor. The positive end of the motor is driven from a potential divider circuit
that provides it with 4.5V.
4.1.4 Buzzer
Buzzer has been used as an additive warning signal to increase the awareness of the
user in order to stop or changing the path to avoid dangers. It will be activated when the
user is in real danger.
4.1.5 Ultrasonic Rangefinder
The ultrasonic rangefinders that have been used are the HC-SR04 Ultrasonic
Rangefinders Four of these rangefinders have been used, with three mounted on the head-
mounted navigation system and one has been used for the hand-mounted tactile sensor.
The HC-SR04 sensor has a maximum operating range of 4m and a beam width equal
to 15 [16] which is considered not wide enough so that three sensors are used in order to
cover as wide a field-of-view as possible.
The four sensors are powered with 5V to get as much range and as wide a beam pattern
as possible, and the ranging of the sensors is controlled through control signals from four
output pins from the Arduino into the RX pin of the sensor.
Figure 4.1.5.1: Shows HC-SR04 Ultrasonic Rangefinders [17]
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The Timing diagram figure 4.1.5.2 is shown below. The trigger input need only to be
supplied by a short 10uSpulse to start the ranging, and then the module will send outran 8
cycle burst of ultrasound at 40 kHz and raise its echo. The Echo is distance object that is
pulse width and the range in proportion .The range will be calculated through the time
interval between sending trigger signal and receiving echo signal. Formula: the range =
high level time * velocity (340M/S) / 2 [17].
4.1.6 Power
The Arduinos and the motors are powered using tow 9V batteries with tow 9V battery
holders. It is tested that two 9V batteries are sufficient in powering this device.
4.2 Software Design
4.2.1 Head-Mounted Navigation Sub-System
4.2.1.1 Initialization
First of all, a library labeled as newping is called that exists in Arduino which is
responsible for preparing and running the HC-SR04 Ultrasonic Rangefinders. The
mentioned library contains definitions of all needed variables that will be used in main
functions includes the number of sensors which is 3 in this Sub-System, maximum distance
in cm for each one that equals 500cm for each sensor, the delay between each sensor to
avoid cross-sensor echo 33milliseconds are chosen according to the equation below (See
equation 4.2.1.1.1), to guarantee that there is no intersection between two echoes and two
arrays the first one holds the times when the next trigger should happen for each sensor,
while the second array stores the distance measured for each sensor to check it later by a
function to determine the warning signal if the value within the dangerous region. In
addition to that, each sensor is defined by three values which are the trigger pin, the echo
received pin and the maximum distance.
Figure 4.1.5.2: Shows The Timing diagram [18]
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As mentioned in distance calculation, the equation below determines the distance in
[cm], according to datasheet or the HC-SR04 ultrasonic rangefinder the maximum distance
can be read by it is 500cm, now if this value is substituted in that equation, it can be found
that Duration time equals to 29milliseconds:
𝐝𝐢𝐬𝐭𝐚𝐧𝐜𝐞 =
𝐝𝐮𝐫𝐚𝐭𝐢𝐨𝐧 𝐭𝐢𝐦𝐞[𝐮𝐬] ∗ 𝟎. 𝟎𝟑𝟒[
𝐜𝐦
𝐮𝐬
]
𝟐
= 𝟎. 𝟎𝟏𝟕 ∗ 𝐝𝐮𝐫𝐚𝐭𝐢𝐨𝐧 𝐭𝐢𝐦𝐞 [𝐜𝐦]
𝐝𝐮𝐫𝐚𝐭𝐢𝐨𝐧 𝐭𝐢𝐦𝐞 =
𝟐∗𝟓𝟎𝟎
𝟎.𝟎𝟑𝟒
= 𝟐𝟗𝟒𝟏𝟏[µ𝐬] = 𝟐𝟗. 𝟒[𝐦𝐬]
Equation 4.2.1.1.1: Shows the Duration time Equation.
4 milliseconds are added for safety factor to have a 33milliseconds for each sensor to
make sure that no intersection can be happened between at least two sensors.
4.2.1.2 Flowchart
Figure 4.2.1.2.1: Shows the Head-Mounted Navigation Sub-System Flowchart.
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4.2.1.3 Functions List
4.2.1.3.1 Main Function
In main function the input pins and output pins are used throughout the program is
determined, the initial value for all pins are checked to have zero value. Moreover, time
interval for each sensor was determined and stored in an array called pingtimer by using
command called "millis" this command evaluates the time from the moment that the
Arduino turned on till the command-position, delay between each sensor (33milliseconds)
also is taken into account to avoid any intersection between any echoes.
4.2.1.3.2 Loop Function
Here the program will go into a for loop to restoring the new time interval for each
sensor as happened in main function to achieve the continuity of reading values and to call
the echo-check function after each trigger to store each distance in cm for each related sensor
in array. In addition to that, It is checked if one cycle is done for all sensors, then it will go
to the sequences function to determine what should be the response according to the value
of current distances, after completing one cycle it is adjusted the old distances to zero to
start new round with new values, but the time will be cumulative as real time.
4.2.1.3.3 Echo-Check Function
The Echo-check function is used to check the echo pin for each sensor after sending the
trigger signal to save it in the distance array and send it later to consequences function.
4.2.1.3.4 Consequences Function
After completing one cycle the program will go to this function to take the suitable
procedures according the distances that were stored by the echo-check function. Here Pulse
Width Modulation (PWM) is used to make sure that the vibrating motor is related inversely
with the distance to help the user in estimating the distance and take the appropriate action.
Now each sensor-distance will be checked, according to the front sensor the range is
100cm-180cm, so that when the distance is 180cm the motor will start working softly as the
distance decreases the motor vibration increases till the distance reaches 100cm, at this point
the motor will have maximum vibration and a buzzer will be working to make the user stop
completely to avoid the collision, 100cm is chosen to protect the user's hand that will be
extended to hold the Hand-Mounted Sub-System, while the 180cm is chosen because it is
found good enough to avoid the collision of any object and to give the user the enough time
to make an action.
For the right/left sensor the range is 40cm-100cm, so that when the distance is 100cm
the motor will start working softly as the distance decreases the motor vibration increases
till the distance reaches 40cm, at this point the motor will have maximum vibration and a
buzzer will be working to make the user stop completely to avoid the collision, 40cm and
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100cm are chosen because they are found good enough to avoid the collision of any object
and to give the user the enough time to make an action.
4.2.2 Hand-Mounted Tactile Sensor Sub-System
4.2.2.1 Initialization
At the beginning of the program needed variables that will be used throughout the
program are defined to give them a place in memory, so that they could be reached easily.
Moreover, special pins are given special names, for example, echo pin was labeled as A4.
4.2.2.2 Flowchart
Figure 4.2.2.2.1: Shows the Hand-Mounted Tactile Sensor Sub-System Flowchart.
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4.2.2.3 Functions List
4.2.2.3.1 Main Function
In main function the input pins and output pins are used throughout the program are
determined.
4.2.2.3.2 Loop Function
This function will be repeated to maintain the continuity of the use. Obviously, at the
beginning of the use the user will point the tactile sensor toward specific direction to scan
the below-eye obstacles, but the height of the sensor is changeable from user or situation to
another, so that a reference value should be taken before the use to notice any change
according to it and make sure that the user is in safe. This reference value is determined in
this function by taking five reads between each one 50ms, after that an average value will
be determined by dividing the sum of reads by 5 to be the reference value.
The reference value will be checked because there is a probability that the user is in
danger or the user does not hold the tactile sensor in the right way at the beginning of the
use, to overcome that an if clause statement was installed after computing the average value
to check it, so that if the reference value is within 70cm to 140cm (those numbers are chosen
after experiments and studies taking the normal human being tall into consideration) the
program will go to the start function to give the user the four beeps that indicate the user to
start walking. Otherwise, continuous beep (two seconds period) will be activated to tell the
user that there is something wrong either wrong use or dangerous area, after that the stage
of computing the reference value will be repeated till reaching reasonable reference value.
Additionally, a push button is added to let the user change the reference value, for
example, if the user wants to change the position of his/her hand then the reference value
will be changed and the system will think there is a danger, to overcome that the user can
click the push button after changing the positon of his/her hand to compute a new reasonable
reference value and estimating the dangers according to it.
As is said the reference value is changeable, because of that the danger zone should be
related to the reference value, and it is determined as any distance is larger than 107% or
less than 93% of the reference value, the motor will vibrate with maximum value and the
buzzer will beep immediately to tell the user that there is a real, close danger surrounds you
and you have to change that way. Percentages 107% and 93% is chosen carefully to indicate
small changes like downstairs, upstairs, chair, hole, boot and small rocket, for example, if
the reference value was 100cm then the danger zone is less than 93cm and larger than
107cm, than means the sub-system will give you warning signal if it indicates any change
with more than 7cm.
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4.2.2.3.3 Read Function
Here, the ultrasonic rangefinder will be activated by sending a pulse to the trigger pin,
then a function that exist in Arduino labeled as PulseIn will read the value from the echo
pin and convert the duration time to distance as mentioned in equation 4.2.1.1.1, after that
the value will be saved in a variable called CM that will be checked later in the loop function.
4.2.2.3.4 Start Function
The Start function will give the user indicator which is four discrete beeps at the
beginning of the usage when the situation is safe, no below-eye level obstacles surround the
user and the reference value for the tactile sensor is reasonable.
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Chapter 5: Results and Discussion
5.1 Speed of Execution
The Bat Hat can detect objects quickly because it is divided to two separated subsystems
each one works independently from the other, according to the head-mounted navigation
sub-system each rangefinder from the three sensors are given 33ms period to turn on, detect
the closest object in its field of view, and turn off, theoretically, it takes 132ms for all
rangefinders to make a complete cycle, so that, in one second this sub-system can make 7.5
cycles, which is a fast-speed detection, while the hand-mounted tactile sub-system takes
only 33ms after computing the reference value to make a complete cycle because it contains
only one rangefinder, that means 30 cycles per second which is ultra-fast detection.
Moreover, the hat is able to detect an obstacle and alert its user to the impediment fast
enough to allow him or her to avoid hitting the obstacle, especially if this person is moving
cautiously, as a person with a disability would tend to do.
While using this device, the user is still able to quickly detect and avoid nearby
obstacles while walking indoors, also the user can estimate the distance apart of an object
because this device is supported with PWM that states the level of the vibration increases
as the distance between the user and obstacle decreases.
5.2 Accuracy
The ultrasonic rangefinders can detect objects with 3mm resolution between 0 to 4
meters, according to the HC - SR04 datasheet [16]. While testing, it is found that the
rangefinders struggled and has error values to detect objects past 3 meters. However, since
this device is aimed in general for indoor use, 1m to 1.8 m meters is more than enough
range to detect nearby obstacles. It also is found that the rangefinders could detect objects
with about 2cm resolution. This was especially applicable in this tactile sensor as it
allowed the sensor to detect small changes in ranges, which in turn allowed it to detect
small objects.
Each rangefinder has field of view of about 15 degrees [16], allowing for a total field
of view of 45 degrees for the navigation system that mounted on the head, but the hand-
mounted system field of view is controlled by the user's hand and it has range from 15-
180 degrees depending on the user's hand that will scan for objects. In software, the
threshold is different depending on the sensor, for example, for the front sensor is 180cm
while it is 100cm for the right and left sensors, while the threshold for the tactile sensor is
the reference value because as is mentioned before it is changeable from user or situation
to another, all the thresholds are less than the max distance the rangefinders can detect.
All numbers, ranges and distances mentioned in the section 4.2 have been taken after
studies and experiments to guarantee the accuracy of the device, also it can be changed
easily for special use. Moreover, the ultrasonic detects a value less than 10cm and larger
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than 500cm when the distance between the user and an obstacle is more than 500cm, so
that it is decided to clip any value above 500cm to avoid errors and confusing results.
One of the main issues was the simultaneous use and interfere of all ultrasonic
rangefinders that can affect the accuracy badly. Semaphores are used to ensure that the
rangefinders are ranging sequentially such that they do not interfere with each other (e.g.
one rangefinder receiving another rangefinder’s reflected pulse). Delays are used to ensure
that the rangefinders have sufficient time, also each sensor has its own fixed field of view
that makes the overlapping between each other is impossible.
5.3 User Evaluation
The Bat Hat performed exceedingly well during tests when evaluated by our classmates.
All users found the device to be very intuitive. Most were able to use it with little to no
instructions, suggesting that the interpolated strengths of the pulsing motors were very
natural indicators of nearby obstacles and their proximity to the user.
It is found that most users were able to confidently walk around indoor environments
with their eyes closed while avoiding most obstacles. The head-mounted sensors allowed
the user to detect walls easily, while the hand-mounted tactile sensor was responsive and
sensitive enough to enable the user to sense smaller obstacles below eye level that the user
could have collided with. In Figure 5 below, users can be seen detecting and avoiding low
level obstacles. In Figure 5.3.1 below, users can be seen detecting and avoiding low level
obstacles. In Figure 5.3.1 below, user can be seen detecting and avoiding low level
obstacles.
Figure 5.3.1: Shows How The User Can Detect And Avoid Obstacles.
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5.4 Safety
Because this system might ultimately be used by a person with a disability, safety is of
the utmost priority. Safety is enforced in the design by ensuring that all circuitry was as
compact as possible and that all batteries and electrical connections were well separated so
there would not be an issue with an electrical short.
One of the main features of this device is its separated and integrated tow sub-systems
that work independently without any wire connected between them to achieve the same goal
which is the safety of the user. This provides easy wearing and protect the user from sticking
with them.
Additionally, the angle of the tactile sensor is chosen carefully after a lot of experiments
to get minimum percentage of error, it was found that as the angle is close to 90 degree with
the ground it will be more accurate because the trigger signal will reflect from the ground
directly to the echo pin and get the accurate distance, but if the angle is less than 80 degree
for example the trigger signal could reflect to other thing and the echo pin receives nothing,
so that wrong results and the user will be in danger, to guarantee the safety of the user the
tactile sensor was fixed with the dorsum of the hand to be always perpendicular with the
ground regardless of the hand's position either it is parallel with ground or with an angle
less than 180 degree.
One of the main safety issues was the reference, this value is determined by taking five
reads between each one 50ms, after that an average value will be determined by dividing
the sum of reads by 5 to be the reference value with minimum error. Then, the reference
value will be checked because there is a probability that the user is in danger or the user
does not hold the tactile sensor in the right way at the beginning of the use, to overcome that
an if clause statement was installed after computing the average value to check it, so that if
the reference value is within 70cm to 140cm the program will give the user the four beeps
that indicate the user to start walking. Otherwise, continuous beep (two seconds period) will
be activated to tell the user that there is something wrong either wrong use or dangerous
area, after that the stage of computing the reference value will be repeated till reaching
reasonable reference value. Additionally, the user can click on a specific push button after
changing the positon of his/her hand to compute a new reasonable reference value and
estimating the dangers according to it because as it is said the danger zone is related to the
reference value because it is changeable.
5.5 Usability
This device is designed primarily for visually impaired individuals, it can be used by
sighted individuals in other settings. For example, this device can be used in environments
where visibility is limited or non-existent. Also, this device provides an advantage of being
usable in noisy environments where such conventional echolocation techniques cannot be
used.
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The headpiece is adjustable, as is the hand piece. This allows for users with differently
sized heads and hands to use this device comfortably. The software does an initial
calibration for a distance threshold for the virtual cane in addition to push button that let the
user to change the reference value at any time. This allows the device to be tailored for
people of different heights.
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CHAPTER 6
Conclusion and
Recommendation
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Chapter 6: Conclusion and Recommendation
6.1 Summary
Overall, this finished project (see figures 6.1.1 and 6.1.2) met all the expectations and
more. It was stated in the proposal to design a hat and small tactile that eases the daily life
of people, especially to those who have disability to get around and understand their
surrounding easily by feeding them with indicators which tell them to turn left, right or even
if there is anything in their way. Consequently, that will increase the ability to that group to
join life with high self-confidence, and also it will increase their capacity in all levels.
As a result, a device with two main wearable sub-systems are designed and
implemented successfully with basic elements and cheap price, so that poor people who
forms the majority of the visually impaired people can buy it and wear it to enhance their
daily life. Moreover, the device has many features includes its ability to detect below eye-
level obstacles that no previous device has, also the device has the lowest price among all
the previous devices that makes it acceptable, and can be used in noisy environment because
it uses haptic feedback in addition to its ability to detect obstacles in all direction, all of that
make the system reliable and functional device.
The first sub-system is the well-designed head-mounted navigation sub-system that
consists of three ultrasonic rangefinders, Arduino UNO and three vibrating motor discs in
addition to the buzzer that will send warning signal when the object is very close to the
Figure 6.1.1: Shows the Head-Mounted Navigation
Sub-System.
Figure 6.1.2: Shows the Hand-Mounted Tactile Sensor
Sub-System.
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user to increase the awareness. The head-mounted system instructs the user to turn left,
right or even indicates if there is something in front of the user using one of the three
motors that are mounted on the three sides of the user’s head. The rate at which the motors
pulse is proportional to the distance of the obstacle from the user -- the closer the object,
the more rapid the pulses.
The second sub-system is the stylish hand-mounted tactile sensor that consists of one
ultrasonic rangefinder, Arduino NANO and one motor that the user can wear on his or her
hand. The tactile sensor allows the user to “scan” for obstacles below eye-level (typically
out of the range of the head-mounted sensors) by sweeping his or her hand laterally,
similar to how one would use an assistive cane.
6.2 Cost Details and Economical Dimensions
One of the main concerns was the price of the product as stated in the existing problems
section "Globally, an estimated 285 million people were estimated to be visually impaired,
39 million were blind and 246 have low vision [1]. In addition to that, about 90% of the
world's visually impaired live in low-income settings [1]. As a result, this fact forms the
motivation to build a clever, small device to help them with a cost considered too cheap
related to its valuable function." Clearly, large numbers of poor people are involved so it
was a challenge to design a device that is reliable, functional and cheap.
The following table shows all the elements and their related cost:
Part Number Vendor Quantity Price/each Total Cost
Vibrating Mini Motor Disc (Part
No. 1201)
Ali Express 4 $1.31 $5.24
Large Solder Board Ali Express 1 $0.5 $0.5
2N3904 NPN BJT Ali Express 4 $0.5 $2
Resistors Ali Express 5 $0.2 $1.00
9V Battery Holder Ali Express 1 $1 $1.00
9V Battery Ali Express 1 $2 $2.00
Wire Ali Express 1 $1 $1.00
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Obviously, the price of the product is too cheap related to its function, many procedures
were taken into consideration either in choosing the suitable type of elements or in designing
the smart design of the product to get cheap price and reliable product. The low price does
not contradict with the quality of the device that makes the device high quality product and
it could be commercial product in the future.
6.3 Future Work
With additional time and resources, this device could be further developed for more
ergonomic and practical everyday use. For example, it could using other ultrasonic
rangefinders or even building our own rangefinder. Replacing the current rangefinders could
allow for faster response and better resolution. This replacement could also help in explore
how to make the sequential ranging of our sensors more time and power efficient.
It had also planned on using two more rangefinders on the knee of the user for the
detection of stairs, tables, chairs and ramps as an addition protection because the hand sub-
system already does that, but the time wasn't enough to make tests and try that idea.
It would like to create Android application with headphones that will be used to tell the
user the real measured distances and notify the user about the direction that the user should
take.
Finally, it is decided to improve the device and increase its safety level by using GPS
and GSM that will be used to send a message containing the position and the place of the
user to special mobile numbers when the user in real danger and needs immediate help.
HC-SR04 Ultrasonic Wave Ali Express 5 $0.9 $4.5
Arduino UNO Ali Express 1 $2.65 $2.65
Arduino NANO Ali Express 1 $1.74 $1.74
Total cost $22.00
Table 6.2.1: Shows The Cost Of All Elements.
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