research design and implement of equipment to monitor players on the football pitch

Bạn đang xem bản rút gọn của tài liệu. Xem và tải ngay bản đầy đủ của tài liệu tại đây (8.31 MB, 109 trang )

Trang 1<div class="page_container" data-page="1">

FACULTY FOR HIGH QUALITY TRAINING

Ho Chi Minh City, March 2024GRADUATION PROJECT

MECHANICAL ENGINEERING TECHNOLOGY

RESEARCH, DESIGN, AND IMPLEMENT OF EQUIPMENT TO MONITOR PLAYERS ON THE

FOOTBALL PITCH

LECTURER: NGUYEN VU LAN STUDENT: QUACH PHU HUNG BAN THE QUYEN TRAN TAN PHAT

S K L 0 1 2 6 4 1

</div>Trang 2<div class="page_container" data-page="2">

FACULTY FOR HIGH-QUALITY TRAINING

GRADUATION PROJECT

Advisor: Dr. NGUYEN VU LAN

Students: QUACH PHU HUNG ID: 19146127

Class: 19146CLA Course: 2019 – 2023

Ho Chi Minh City, March 2024

RESEARCH, DESIGN, AND IMPLEMENT OF EQUIPMENT TO MONITOR PLAYERS ON THE

FOOTBALL PITCH

</div>Trang 3<div class="page_container" data-page="3">

____________________________

CỘNG HÒA XÃ HỘI CHỦ NGHĨA VIỆT NAM

Độc lập – Tự do – Hạnh phúc _______________________

NHIỆM VỤ ĐỒ ÁN TỐT NGHIỆP Học kỳ I / năm học 2023 – 2024 Giáo viên hướng dẫn: TS. Nguyễn Vũ Lân

Sinh viên thực hiện:

1. Quách Phú Hưng MSSV: 19146127 - CLA SĐT: 0976 722 147 2. Bàn Thế Quyền MSSV: 19146115 - CLA SĐT: 0384 438 367 3. Trần Tấn Phát MSSV: 19146103 - CLA SĐT: 0817 556 675

Tìm hiểu thơng tin về các hệ thống liên quan trên internet và các nguồn học liệu khác.

3. Nội dung chính của đồ án:

Thiết kế thiết bị giám sát sử dụng ESP32

Thiết kế bộ đo vị trí, nhịp tim, đếm số bước chạy cầu thủ Thiết kế giao diện hiển thị

Thiết kế khung áo chứa thiết bị

4. Sản phẩm dự kiến: Thiết bị giám sát và nhắc vị trí, đo nhịp tim, đếm số bước chạy

của cầu thủ

</div>Trang 4<div class="page_container" data-page="4">

5. Ngày giao đồ án: 01/10/2023 6. Ngày nộp đồ án: 08/03/2024

7. Ngơn ngữ trình bày:

Bản báo cáo: Tiếng Anh  Tiếng Việt

□

Trình bày bảo vệ: Tiếng Anh  Tiếng việt

□

TRƯỞNG KHOA TRƯỞNG NGÀNH GIẢNG VIÊN HƯỚNG DẪN

(Ký, ghi rõ họ tên) (Ký, ghi rõ họ tên) (Ký, ghi rõ họ tên)

</div>Trang 5<div class="page_container" data-page="5">

THE SOCIALIST REPUBLIC OF VIETNAM

Independence – Freedom– Happiness

---Ho Chi Minh City, March 08, 2024

GRADUATION PROJECT ASSIGNMENT

Student name: Quach Phu Hung Student ID: 19146127 Student name: Tran Tan Phat Student ID: 19146103 Student name: Ban The Quyen Student ID: 19146115

Advisor: PhD. Nguyen Vu Lan Phone number:(+84) 913 522 142 Date of assignment: 05/09/2023 Date of submission: 12/03/2024.

1. Project title: Research, design, and implementation of equipment to monitor players

on the football pitch

2. Early figures and documents: Each player will wear a device when entering the field.

These devices are capable of wireless interaction with a central control hub to monitor and signal:

(1) Reminder of the distance of movement between players with arranged positions in the formation.

(2) Tactical formation reminders.

(3) Audible, verbal, vibration-based reminders using encryption.

(4) Devices with the function of compiling player activity statistics (e.g., total running steps, steps taken within a specified time frame, heart rate, respiratory rate, etc.) to serve performance analysis and player health assessment.

3. Content of the project:

- Design of monitoring device using ESP32

- Design of a device to measure player position, heart rate, and step count - Design of display interface

- Design of the framework garment to contain the device

</div>Trang 6<div class="page_container" data-page="6">

4. Final product:

The monitoring device with position reminders, heart rate measurement, and step count for players.

CHAIR OF THE PROGRAM

(Sign with full name)

ADVISOR

(Sign with full name)

</div>Trang 7<div class="page_container" data-page="7">

THE SOCIALIST REPUBLIC OF VIETNAM

Independence – Freedom– Happiness

---Ho Chi Minh City, March 08, 2024

ADVISOR’S EVALUATION SHEET

Student name: Quach Phu Hung Student ID: 19146127Student name: Tran Tan Phat Student ID: 19146103Student name: Ban The Quyen Student ID: 19146115Major: Mechatronics Engineering

Project title: Research, design, and implementation of equipment to monitor players on the football pitch

Advisor: PhD. Nguyen Vu Lan

EVALUATION

1. Content of the project:

...2. Strengths:

...3. Weaknesses:

4. Approval for oral defense? (Approved or denied)

...

</div>Trang 8<div class="page_container" data-page="8">

5. Overall evaluation: (Excellent, Good, Fair, Poor)

</div>Trang 9<div class="page_container" data-page="9">

THE SOCIALIST REPUBLIC OF VIETNAM

Independence – Freedom– Happiness

---Ho Chi Minh City, Day...Month……., Year…..….

PRE-DEFENSE EVALUATION SHEET

Student name: Quach Phu Hung Student ID: 19146127Student name: Tran Tan Phat Student ID: 19146103Student name: Ban The Quyen Student ID: 19146115Major: Mechatronics EngineeringProject title: Research, design, and implementation of equipment to monitor players on the football pitch Name of Reviewer: PhD. Pham Bach DuongEVALUATION 1. Content and workload of the project...

2. Strengths: ...

3. Weaknesses: ...

...

</div>Trang 10<div class="page_container" data-page="10">

4. Approval for oral defense? (Approved or denied)

</div>Trang 11<div class="page_container" data-page="11">

THE SOCIALIST REPUBLIC OF VIETNAM

Independence – Freedom– Happiness

---Ho Chi Minh City, Day...Month……., Year…..….

EVALUATION SHEET OF DEFENSE COMMITTEE MEMBER

EVALUATION 1. Content and workload of the project...

2. Strengths: ...

3. Weaknesses: ...

</div>Trang 12<div class="page_container" data-page="12">

...

</div>Trang 13<div class="page_container" data-page="13">

DISCLAIMER

Project title: RESEARCH, DESIGN, AND IMPLEMENT OF EQUIPMENT TO

MONITOR PLAYERS ON THE FOOTBALL PITCH Advisor: M.E Nguyen Vu Lan

Student Name: Quach Phu Hung ID: 19146127 Class: 19146CLA3

Email: Phone: (+84) 976 722 147

Student Name: Ban The Quyen ID: 19146115 Class: 19146CLA1

Email: Phone: (+84) 384 438 367

Student Name: Tran Tan Phat ID: 19146103 Class: 19146CLA2

Email: Phone: (+84) 817 556 675

Graduation thesis submission date: 12 – 03 – 2024

Disclaimer: “We hereby declare that this graduation thesis is the work of our research,

design, and implementation. We do not copy from any published article without citing the

source. If there is any violation, we take full responsibility”.

Ho Chi Minh City, March 07 2024 Student Sign Student Sign Student Sign

</div>Trang 14<div class="page_container" data-page="14">

ACKNOWLEDGMENT

We would like to extend our deepest gratitude and appreciation to our esteemed advisor, Mr. Nguyen Vu Lan, whose guidance and counsel have been instrumental in our journey toward the completion of this report. Your wisdom, expertise, and invaluable insights have kept us on the right path, ensuring that we remain focused and driven until the culmination of our efforts.

To our dear friends, who have accompanied us on this transformative four-year university journey, we are indebted to you. Amidst the trials and tribulations of student life, you have been our pillars of strength, lending us a helping hand when we stumbled and sharing in our joys and sorrows. In times of pain and adversity, it was the profound bonds of friendship that illuminated our path and reignited our spirits.

Our sincere gratitude extends to our beloved parents and cherished loved ones. Their unwavering support, continuous encouragement, and unwavering belief in our abilities have been a constant source of motivation for us throughout this arduous journey. Their presence has been an invaluable asset, providing us with the necessary strength and conviction to channel our positive energy into completing this project. Their love and encouragement have served as the driving force behind our endeavors, and we are forever grateful for their unwavering faith in us.

Finally, we would like to express thanks to Ho Chi Minh City University of Technology and Education and the Faculty of High Quality Training creating favorable conditions for us to take our graduation project.

In conclusion, we wish to extend our deepest gratitude to our parents, loved ones, friends, advisors, and our university for their unwavering support, guidance, and contribution to our academic journey. Without their presence and influence, we would not have been able to achieve the level of success and personal growth that we have experienced. Their contributions have been immeasurable, and we will forever cherish the profound impact they have had on our lives.

</div>Trang 15<div class="page_container" data-page="15">

ABSTRACT

Project Title: Research, design, and implementation of equipment to monitor players

on the football pitch

This project aims to develop a tracking and support device for football players during training and matches, using the ESP32 module and integrating sensors such as DWB1000 (position tracking), AD8232 (heart rate monitoring), and MPU6250 (acceleration and velocity measurement), along with designing a PCB circuit to optimize device size.

The device collects data from sensors and then utilizes algorithms to compute player position, heart rate, and velocity. The ESP32 microcontroller serves as the central processing unit, ensuring rapid data processing and collection from sensors. Additionally, a Low Pass filter is employed to reduce sensor noise.

The player-worn device can communicate via TCP and ESP32 Wi-Fi connection. Subsequently, the collected data is pushed to a web server, such as NodeRed, which provides detailed information about player position, heart rate, motion, formation distances, and player reminders through real-time device vibrations during and after training sessions and matches.

Ultimately, players and coaches can utilize the statistical website to track player performance and health, facilitating training adjustments for better results. The next development goal is to optimize device size and weight to enhance usability for both players and coaches.

</div>Trang 16<div class="page_container" data-page="16">

TÓM TẮT ĐỒ ÁN

Đề Tài: Nghiên cứu, thiết kế, và triển khai thiết bị để theo dõi cầu thủ trên sân bóng

Đề tài này phát triển mợt thiết bị theo dõi và hỗ trợ cầu thủ trong tập luyện và thi đấu bóng đá, sử dụng module ESP32 và tích hợp các cảm biến như DWB1000 (theo dõi vị trí), AD8232 (đo nhịp tim), và MPU6250 (đo gia tốc và vận tốc) và thiết kế mạch PCB để tối ưu kích thước thiết bị.

Thiết bị thu thập dữ liệu từ cảm biến, sau đó sử dụng các phương pháp tính tốn vị trí, nhịp tim, và vận tốc. Vi điều khiển ESP32 là bộ xử lý trung tâm của thiết bị đảm bảo khả năng xử lý và thu thập dữ liệu nhanh chóng từ các cảm biến. Thêm vào đó sử dụng bợ lọc Low Pass nhằm giảm nhiễu từ cảm biến.

Thiết bị gắn trên áo cầu thủ có thể giao tiếp qua phương thức TCP và thông qua kết nối wifi của ESP32 Sau đó dữ liệu được thu thập được sẽ được đẩy lên web sever mà ở đây là được sử dụng là NodeRed. Trang web này được thiết kế để cung cấp thông tin chi tiết về vị trí cầu thủ, nhịp tim và chuyển đợng của họ, cự ly đợi hình và nhắc được cầu thủ trên sân nhờ việc rung thiết bị cả trong thời gian thực và sau các buổi tập luyện và trận đấu.

Trong kết quả cuối cùng, cầu thủ và huấn luyện viên có thể sử dụng website thống kê để theo dõi hiệu suất và sức khỏe của cầu thủ, từ đó tăng cường tập luyện và đưa ra những điều chỉnh cần thiết để đạt hiệu quả cao hơn trong q trình chơi bóng.

Mục tiêu phát triển tiếp theo là tối ưu kích thước và cân nặng để nâng cao trải nghiệm sử dụng cho cả cầu thủ và huấn luyện viên.

</div>Trang 17<div class="page_container" data-page="17">

LIST OF TABLE ... vii

LIST OF ABBREVIATION ... viii

CHAPTER 1: INTRODUCTION ... 1

1.1. The urgency of the topic ... 1

1.2. Scientific and practical significance of the topic: ... 2

1.5.2. Specific research methods: ... 4

1.6. Graduation project structure: ... 5

CHAPTER 2: LITERATURE VIEW ... 7

2.1. Device theory: ... 7

2.2. Theory of location determination : ... 13

2.2.1. Ultra Wide Band (UWB) ... 13

2.2.2. Locate a Tag in space: ... 14

2.3. Theory of player reminder mechanism: ... 16

2.4. Low pass filter application: ... 18

2.4.1. Introducing Filter: ... 18

2.4.2. Method of Low-Pass filter: ... 18

2.5. Overall Node-Red: ... 21

</div>Trang 18<div class="page_container" data-page="18">

2.5.1. What is Node Red? ... 21

2.5.2. Connect to Node-Red using MQTT Broker HiveMQ: ... 22

2.5.3. Reasons for choosing node-red as the display ... 23

2.6. Designing a GUI with Python Tkinter ... 24

2.6.1. The benefits of Python ... 24

2.6.2. Python libraries used in the program ... 25

2.7. Creating a Data Storage File with CSV ... 27

3.4. Directions and solutions for implementation:... 33

3.5. Option for installation on the player: ... 54

3.5.1. Device placement ... 54

3.5.2. Choosing the right jacket: ... 55

3.6. Design and calculate of device container: ... 57

CHAPTER 4: METHOD ANALYST DATA ... 58

4.1. Completed device features: ... 58

4.2. Data processing diagram : ... 58

4.3. Calculation of the Low Pass Filter used in the heart rate sensor ... 60

CHAPTER 5: EXPERIMENT RESULTS FINDINGS AND ANALYSIS ... 68

</div>Trang 20<div class="page_container" data-page="20">

LIST OF FIGURE

Figure 1.1: Electronic Performance & Tracking Systems ... 1

Figure 1.2: Player wear vest CATAPULT... 3

Figure 1.3: Applicable Object ... 4

Figure 2.1: Heart Rate ... 8

Figure 2.2: Electrocardiogram (ECG) ... 9

Figure 2.3: UWB technology ... 13

Figure 2.4: The operational principles of UWB computing ... 14

Figure 2.5: Trigonometry ... 15

Figure 2.6: Remind player was offside ... 17

Figure 2.7: Overall the Low Pass Filter ... 18

Figure 2.8: The result for signal 2Hz through Low Pass Filter ... 19

Figure 2.9: The result for signal 50Hz through Low Pass Filter ... 19

Figure 2.10: Phase slip in Low Pass Filter ... 20

Figure 2.11: Interface with Node-Red ... 21

Figure 2.12: Data transmission platform ... 22

Figure 2.13: General description of connections in the project ... 23

Figure 2.14: Transmission Control Protocol ... 26

Figure 2.15: Data save in file CSV ... 27

Figure 3.1: Device used in training... 31

Figure 3.2: Device design process ... 32

Figure 3.3: Design Electrical ... 32

Figure 3.4: PCB circuit ... 34

Figure 3.5: Lipo Battery ... 35

Figure 3.6: Configuration of Xl 1509 ... 35

Figure 3.7: Principle diagram of power block with output 3.3V ... 36

Figure 3.8: Power block on the board ... 36

Figure 3.9: IC programmer ... 37

Figure 3.10: Charging block diagram ... 38

Figure 3.11: Charging block in PCB ... 38

Figure 3.12: ESP32-Wroom Pinout ... 39

</div>Trang 21<div class="page_container" data-page="21">

Figure 3.13: Microcontroller Block diagram ... 41

Figure 3.14: Microcontroller Block in PCB ... 42

Figure 3.15: Module MPU6050 ... 42

Figure 3.16: Connection between ESP32 and MPU6050... 43

Figure 3.17: MPU6050 Block diagram ... 44

Figure 3.18: MPU6050 block in PCB... 45

Figure 3.19: Module AD8232 and Pinout... 46

Figure 3.20: Connection between ESP32 and AD8232 ... 47

Figure 3.21: AD8232 Block diagram... 47

Figure 3.22: AD8232 Block in PCB ... 48

Figure 3.23: Module DW1000 ... 48

Figure 3.24: DW1000 Block diagram ... 50

Figure 3.25: Connection between ESP32 and DW1000 ... 50

Figure 3.26: Vibrating motor in PCB ... 51

Figure 3.27: Schematic ... 52

Figure 3.28: Top layer ... 53

Figure 3.29: Bottom layer ... 53

Figure 3.30: Front side of the PCB ... 54

Figure 3.31: Back side of the PCB ... 54

Figure 3.32: .Device location in vest ... 55

Figure 3.33: Vest type ... 56

Figure 4.1: Data Processing diagram ... 59

Figure 4.2: The unprocessed raw signal obtained from AD8232 sensor ... 61

Figure 4.3: Low Pass filter results at 5 Hz cutoff frequency ... 62

Figure 4.4: Low Pass filter results at 10 Hz cutoff frequency ... 63

Figure 4.5: Low Pass filter results at 15 Hz cutoff frequency ... 63

Figure 4.6: Low Pass filter results at 20 Hz cutoff frequency ... 63

Figure 4.7: Other results ... 64

Figure 4.8: Comparison of cut-off frequencies of 15Hz and 20Hz: ... 64

Figure 5.1: Graph on the value of battery life ... 76

Figure 5.2: Graph on the value of heart rate ... 77

</div>Trang 22<div class="page_container" data-page="22">

Figure 5.3: Graph on the value of velocity ... 77 Figure 5.4: Graph on the value of location ... 78 Figure 5.5: Testing indoor and on the pitch ... 79 Figure 5.6: Display ... 80 Figure 5.7: Result ... 80

</div>Trang 23<div class="page_container" data-page="23">

LIST OF TABLE

Table 2.1: Heart rate with each age ... 8 Table 2.2: Target heart rate zones for different ages ... 11 Table 2.3: Target heart rate chart for effective workouts ... 11 Table 3.1: Capacity Statistics ... 34 Table 5.1: Metrics ... 69 Table 5.2: Metrics Correlation ... 69 Table 5.3: Production Specification ... 70 Table 5.4: Method Experiment... 72 Table 5.5: Static test ... 73 Table 5.6: Battery life (minute) ... 73 Table 5.7: Check heart rate value (bmp) ... 74 Table 5.8: Check velocity value when walking and running (cm/s) ... 75 Table 5.9: Check vibrant ... 75 Table 5.10: Check the measuring position (m) ... 75 Table 5.11: Static test analysis ... 76 Table 5.12: Test criteria ... 78

</div>Trang 24<div class="page_container" data-page="24">

LIST OF ABBREVIATION

TCP: Transmission Control Protocol

EPTS: Electronic Performance Tracking Systems IFAB: International Football Association Board HR: Heart Rate

BPM: Beats Per Minute RHR: Resting Heart Rate ECG: Electrocardiogram IoT: Internets of Things

MQTT: International Football Association Board GUI: International Football Association Board CSV: Comma Separated Values

RTOS: Real-Time Operating System MCU: Microcontrollers

PCB: Printed Wiring Boards

UART: Universal Asychrinius Receiver / Transmitter CPU: Central Processing Unit

SPI: Serial Peripheral Interface GPIO: General Purpose Input Output PWM: Pulse Width Modulation IMU: Inertial Measurement Unit DMP: Data Management Platform VOM: Digital Multimeter

ADC: Analog to Digital Converter UWB: Ultra - Wideband

</div>Trang 25<div class="page_container" data-page="25">

CHAPTER 1: INTRODUCTION

1.1. The urgency of the topic

Thesis research on a device used for football players to track and evaluate player performance. EPTS (Electronic Performance and Tracking System) is one of the tools that FIFA has implemented to measure player distance and track the ball. The International Football Association Board (IFAB) decided to allow players to use wearable technology in official football matches in March 2015.

In recent years, the popularity of using wearable player tracking devices has been on the rise. This is a lucrative market for companies and businesses to invest in and develop such devices to generate revenue. Countries that are pioneers in this field include companies from Germany, England, Austria, etc. They have successfully developed and promoted their products, the most visible and familiar being the Premier League, where all players from each club wear a vest-mounted device under their main shirt when they take the field. In addition to the usual playing accessories such as: shirts, pants, specialized shoes, socks, protective pads, etc., there is now a vest with a device attached. Some famous brands like Captapult, Playertex, etc., they not only develop in the king of sports but also spread to other sports such as basketball, rugby, volleyball, etc.

Figure 1.1: Electronic Performance & Tracking Systems

Although it is so famous, it is still not well known about this technology in Vietnam. Recently, in the 2022 World Cup qualifying campaign of the Vietnam national football team, we began to see the appearance of Catapult monitoring vests on the bodies of players such as Tien Linh, Cong Phuong, Quang Hai, etc. This shows how the impact of technology in football is spreading.

</div>Trang 26<div class="page_container" data-page="26">

Through the specific evidence as above, we see the need for a device to track the basic parameters of the trainer when training or competing to track the basic parameters of the body such as the number of kilometers of movement, training speed, and also the heart rate of the trainer. From these parameters, we can adjust the training regimen for better fitness. Such a device is essential during the training period to track the distance and speed of movement of the players on the field as well as their heart rate. Then, this information is transmitted to another monitoring device outside the field to be recorded. This allows for a more accurate grasp of the health status of the players and to develop more appropriate training and competition plans for each position on the field. Realizing the need for a device that can fulfill the above tasks, the group has researched the topic: " Research, design, and implementation of equipment to monitor players on the football pitch".

1.2. Scientific and practical significance of the topic:

The urgency of the research, design, and deployment of the player tracking device on the football field lies in the wide range of benefits and applications it brings to the field of sports and training. Here are some specific aspects:

- Optimized Training Performance: The device helps to optimize training performance by providing accurate information about the player's position, heart rate, and movement. This helps coaches to adjust training plans to meet the specific needs and abilities of each player.

- Personal Health Management: Monitoring heart rate and movement measures helps to assess the player's individual health. This not only helps to prevent injuries but also creates a suitable training regimen for each individual.

- Optimized Formation and Tactics: Data on player position on the field helps coaches determine the best tactics and formation for each game situation. This increases the team's chances of winning.

- Real-time decision-making: The data is updated continuously, supporting immediate decisions in real-time. This is important in situations that require flexibility and quick response from coaches and players.

- Enhancing the Personal Experience: By providing detailed information about the player's activity, the topic helps to create a positive and motivating experience for the player. Tracking individual progress can increase commitment and passion in training.

- Contribution to Technology Research: The research not only addresses challenges in the field of sports but also contributes to the development of sports tracking and evaluation technology. This could open the door to new advances in this field.

</div>Trang 27<div class="page_container" data-page="27">

In conclusion, the urgency of this topic lies not only in the specific improvement of the performance of players and teams, but also in the aspect of contributing to the development and modernization of the field of sports and health tracking technology

- Adding a feature to remind players on the field during training.

Figure 1.2: Player wear vest CATAPULT

1.4. Subject and scope of the research 1.4.1. Research Subject

- The research subject in the topic is players participating in training and competition activities on the field.

- The research focuses on the design and implementation of a tracking device that provides information about the player's position, heart rate, and movement in real-time.

</div>Trang 28<div class="page_container" data-page="28">

- The research subjects include both players and coaches, in order to provide accurate and useful data to optimize the training process, assess health, and improve performance on the field.

Figure 1.3: Applicable Object

1.4.2. Research Scope

The research focuses on developing a basic model tracking device to measure heart rate, speed, and distance for players. It includes hardware design, software development for user interface and statistics, data management, and analysis to optimize player performance and health. Further exploration involves miniaturization and integrating new technological advancements. Additionally, basic features will be added to remind the team formation during training sessions..

1.5. Research method

1.5.1. Methodological basis:

- The research uses a technical research method, focusing on the application of engineering principles and techniques to develop and deploy a player-worn tracking device.

- The research method applies a technical and experimental approach to evaluate the feasibility and effectiveness of using the player tracking device and storing and displaying data on the web system.

- The research also uses comparative and data analysis methods to evaluate the performance, features, and scalability of the device compared to other methods and technologies.

1.5.2. Specific research methods:

The first step in the product research and development process is to understand the needs and urgency of the topic in practice. This includes identifying the importance of tracking and evaluating player performance in the field of football. To do this, the research team needs to refer to existing modern products or solutions on the market. Products such

</div>Trang 29<div class="page_container" data-page="29">

as smart wristbands or smartwatches that can measure heart rate can be an important source of inspiration.

Next, collecting materials and research methods for measuring heart rate, speed, and distance is important to build a solid theoretical foundation for the topic. The team needs to grasp the most advanced techniques in this field to be able to integrate them into their product.

At the same time, researching smart wristbands and smartwatches that can measure heart rate and locate positions will help the team choose the right sensors and technologies to integrate into their product. This poses a challenge in the arrangement of sensors and processors in a reasonable way on the player's body without affecting their sporting activities.

After having the theoretical basis and the necessary information about the sensors, the team proceeds to collect and process data from the sensors, using Wifi communication to transmit the data to the server. This requires a solid knowledge of data processing and communication techniques.

In addition, the team also conducts in-depth research on basic formations and tactical diagrams in football to develop a player reminder system that is most appropriate and effective. This helps to optimize tracking and improve player performance.

Finally, the team builds web software to track and display information from sensors in a clear and easy-to-use way. This poses requirements for software engineering and a user-friendly interface.

1.6. Graduation project structure:

The graduation project consists of 8 parts, of which the specific contents are as follows:

Chapter 1: INTRODUCTION: In this chapter, the team presents the urgency, significance, and objectives of the topic, the research methods to be used to implement the topic, and the available research in Vietnam and abroad.

Chapter 2: LITERATURE VIEW: This chapter presents the relevant theories and their applications to the topic.

Chapter 3: DESIGN AND IMPLEMENT: This chapter presents the methods for designing products and building sensors to collect data.

Chapter 4: METHOD ANALYST DATA: This chapter presents the methods for

processing and calculating the data returned from sensors.

Chapter 5: EXPERIMENT RESULTS FINDINGS AND ANALYSIS: This chapter presents the results of the actual experiments on the field and evaluates the results achieved.

</div>Trang 30<div class="page_container" data-page="30">

Chapter 6: CONCLUSION AND RECOMMENDATIONS: Summary of the topic and product development directions

REFERENCES

</div>Trang 31<div class="page_container" data-page="31">

CHAPTER 2: LITERATURE VIEW

2.1. Device theory:

Currently, many leading football teams in the world are actively using devices to support and track players on the field. This is not only a trend but also an important part of the strategy for managing and developing the team of players. Famous companies such as Catapult, Playertex,… are the leading providers of modern solutions for this.

The tracking device is usually attached neatly to the back of the player's neck, designed in a small bag, and contains many important sensors. In particular, the positioning sensor, accelerometer, and heart rate sensor all have the task of tracking and recording important information. In particular, the heart rate sensor tracks the player's heart rate while the position sensor and accelerometer provide information about the distance and speed of movement on the football field.

After collecting data, the information is transmitted to a tracking device outside the football field for statistical and analytical purposes. Coaches use these indicators to assess the health status of the players and from there build appropriate training and competition plans to optimize performance for each individual. At the same time, during training, it can be integrated with the adjustment of the formation, and running on the field according to the requirements of the coach, thanks to the vibration sensor, evaluating the accuracy of the player when moving.

This proves that integrating technology and tracking the personal information of players is an important part of managing the team effectively in a professional environment.

2.2.1. What is Heart Rate?

Heart Rate (HR) is a basic biological signal that reflects the activity of the cardiovascular system and is an important factor in assessing the health of the body. HR signals are often measured and recorded using devices such as ECG electrodes, PPG sensors, or smart wearable devices.

HR is a measure of the number of beats of the heart in a given period, typically expressed as beats per minute (bpm). It is an important indicator of heart health and function.

Resting Heart Rate (RHR), measured most accurately when someone wakes up or in the morning, indicates the level of heart rate when the body is not active. RHR measurement is often used to assess cardiovascular health and fitness. A low RHR is often considered a sign of a strong cardiovascular system and the body's ability to effectively deliver oxygen. The normal RHR for adults typically ranges from 60 to 100 bpm

</div>Trang 32<div class="page_container" data-page="32">

 Training performance measurement: In sports, heart rate signals are used to measure the level of exercise and training performance.

 Stress reduction and mental improvement: Monitoring heart rate signals can help users identify and reduce stress, as well as improve their mental health.

</div>Trang 33<div class="page_container" data-page="33">

However, many external factors also affect heart rate. For example, environmental factors such as hot weather or high altitudes can increase heart rate. Emotions such as anxiety, fear, or stress can also cause fluctuations. Stimulants such as tobacco, caffeine, as well as medications and eating/drinking a lot also play an important role in changing heart rate.

In particular, vigorous physical activity such as running, swimming, or high-intensity sports can increase maximum heart rate as the body needs to provide more oxygen and nutrients to meet the needs of exercise. These factors all simultaneously impact the fluctuation of heart rate, and understanding them is important for a comprehensive assessment of cardiovascular health.

2.2.2 Overall Heart Rate:

Amplitude: Measures the difference between the maximum and minimum values of the heart rate signal. Amplitude typically reflects the amount of blood being pumped from the heart to the body and may be related to the strength of the heart beat.

Frequency: Measures the number of heart beats in a unit of time, typically beats per minute. The frequency of the heart rate signal can vary depending on the individual's physical condition, activity level, and emotional state.

Time: The heart rate signal is typically measured and recorded over time. The heart rate cycles are important for assessing the rhythm and timing of the heart.

Figure 2.2: Electrocardiogram (ECG)

</div>Trang 34<div class="page_container" data-page="34">

The electrical processes of the heart are the electronic processes that occur within the heart to create and regulate the heart rate. Here are the important electrical processes in the heart:

P wave: The P wave represents the stimulation and contraction of the atrial cells in the atrium. It is typically a small, wavy shape, representing the process of atrial contraction and pushing blood from the atrium into the ventricles.

QRS complex: Represents the stimulation and contraction of the ventricular cells in the heart. It consists of the Q, R, and S waves. The Q wave represents the first stimulation and contraction of the ventricular cells. The R wave represents the main stimulation and contraction of the ventricular cells, while the S wave represents the final stimulation and contraction of the ventricular cells. The QRS complex represents the strong contraction of the ventricular cells and pumping blood out of the heart.

T wave: Represents the process of electrical repolarization of the heart after it contracts. It represents the recovery of the heart cells and preparation for the next heart beat cycle. The T wave is typically a small, wavy shape, and it reflects the repolarization of the heart cell membrane.

The P, QRS complex, and T waves are the basic and important waveforms in the electrocardiogram (ECG or EKG). They provide information about the electrical processes and function of the heart, and allow the identification of electrical abnormalities such as irregular heart rhythms, conduction disorders, and heart disease.

The Electronic Form of the Heart Rate Signal:

Generation of the PQRST Signal: In the electrocardiogram (ECG), the heart rate signal is typically represented by the P, Q, R, S, and T waves. Each wave represents a part of the cardiac cycle and shows the contraction and relaxation of the heart chambers (ventricles) and atria.

PPG Signal: Using a PPG sensor, the heart rate signal can be measured by measuring the change in light reflected from the skin, due to the increase and decrease of blood volume in the blood vessels under the skin.

Target Heart Rate (THR) is the index of the heart rate when the body is active, such as working, exercising, or moving the body, at this time the heart rate increases to provide enough blood and oxygen to the working muscles. The THR index is to ensure that the practitioner is exercising at the appropriate intensity and safety for health.

THR is calculated based on the maximum heart rate and the desired level of exercise to be achieved. A common method for calculating THR is to use the relative percentages of the maximum heart rate. The commonly used formula is the Karvonen formula:

THR = Target % x (Maximum Heart Rate - RHR) + RHR (2.1)

</div>Trang 35<div class="page_container" data-page="35">

RHR: Resting heart rate.

Age Target HR Zone 50 – 85% Average Maximum Heart Rate, 100%

Advanced 80%-90% Beats/mi

n Beats/10 sec Beats/min Beats/10 sec Beats/min Beats/10 sec To 19 121-141 20-24 141-161 24-27 161-181 27-30 20-24 119-139 20-23 139-158 23-26 158-178 26-30 25-29 116-135 19-23 135-154 23-26 154-174 26-29 30-34 113-132 19-22 132-150 22-25 150-169 25-28 35-39 110-128 18-21 128-146 21-24 146-165 24-28 40-44 107-125 18-21 125-142 21-24 142-160 24-27 45-49 104-121 17-20 121-138 20-23 138-156 23-26 50-54 101-118 17-20 118-134 20-22 134-151 22-25

</div>Trang 36<div class="page_container" data-page="36">

For example, a 30-year-old person who wants to exercise at a moderate intensity (65% of maximum heart rate) would have a THR of:

THR = 0.65 x (220 - 30) + 30 THR = 137.5 + 30

Maximum heart rate is the number of beats per minute of the heart when the body is working at its maximum capacity. The maximum heart rate of soccer players typically ranges from 180 to 220 beats/minute, higher than that of normal people, about 160 to 200 beats/minute.

The ability to achieve a higher maximum heart rate is the result of physical training and regular exercise. When exercising, the heart muscle will be stimulated to develop, thereby increasing the ability to pump blood and supply oxygen to the body. This helps the player to be able to operate at a higher intensity for longer periods of time without fatigue.

 Lower resting heart rate: When the player is not active or during the rest period between attacks, the heart rate can drop below the normal level. This is usually the result of good cardiovascular adaptation and the ability of the player's body to adapt effectively when there is no high demand for movement.

Resting heart rate is the number of beats per minute of the heart when the body is at rest. The resting heart rate of soccer players typically ranges from 40 to 50 beats/minute, lower than that of normal people, about 60 to 80 beats/minute.

A lower resting heart rate is a sign of good cardiovascular health. This is because the player's cardiovascular system has been trained to function more efficiently, thereby helping the body to save energy and recover faster after exercise.

</div>Trang 37<div class="page_container" data-page="37">

 Faster recovery ability: Soccer players often have the ability to recover faster after strenuous exercise. The specially trained physique, a strong heart helps the player to quickly recover from rapid heart rate after running fast and hard work on the field.

The ability to recover quickly is an important factor in helping players maintain high performance throughout the match. This is because the player's body can quickly return to normal heart rate and supply enough oxygen to the muscles, thereby helping the player to continue competing at high intensity.

Understanding these differences not only helps improve performance but also supports the process of managing and training players to maintain cardiovascular health and enhance the ability to adapt to the competitive environment..

2.2. Theory of location determination : 2.2.1. Ultra Wide Band (UWB)

Ultra-wideband (UWB) is an advanced wireless communication technology that enables high-speed data transmission across a wide range of frequencies, typically ranging from tens of MHz to over 10 GHz. This technology allows for high-speed data transmission, high precision, and lower energy consumption compared to traditional communication methods.

Figure 2.3: UWB technology

In UWB, data is transmitted in the form of short pulses with very narrow pulse widths, typically only within nanoseconds, and can span multiple frequency channels. The use of a wide range of frequencies helps UWB to avoid interference from other signals and minimize collisions with other communication systems.

</div>Trang 38<div class="page_container" data-page="38">

UWB technology has numerous applications in various fields, including data transmission, location positioning, radar, sensors, and wireless connectivity between electronic devices. In the automotive industry, UWB is used for tracking the position and detecting objects around vehicles, while in healthcare, it can be utilized to monitor patients' health parameters without direct contact.

Figure 2.4: The operational principles of UWB computing

One of the major advantages of UWB is its high noise immunity and excellent material penetration capabilities, making it an attractive choice for applications requiring high reliability and performance. However, there are also challenges such as compliance with legal regulations and industry standards, as well as competition from other wireless communication technologies.

2.2.2. Locate a Tag in space:

When using a pair of DW1000, it is easy to calculate the distance between the two devices when setting them in Anchor and Tag mode. However, to determine the exact coordinate position of a Tag in space, we need at least three DW1000 to be able to apply the Plane Formulary Algorithm. In which, two DW100 have the role of Anchor and the remaining DW1000 has the role of Tag.

</div>Trang 39<div class="page_container" data-page="39">

Let us assume that all three DW1000 are in a plane with the same height. In which, there are two DW1000 that play the role of Anchor and the distance between them is a constant that has been determined in advance according to the setup. From there, when a Tag returns the distance between it and the remaining two Anchors, we can easily determine its position in space through the Plane Formulary Algorithm method.

Figure 2.5: Trigonometry

In the illustration above, A and B are assumed to be two Anchors and have a distance of c that is a constant that has been pre-set. Meanwhile, C is a Tag with the magnitude of the distance with A as b and with B as a will be determined through the DW1000 of the Tag. So obviously, with three points in a triangle formed by the three DW1000s, we have been able to easily determine all of their edges. From there, we can quickly determine the coordinate position of C through the Plane Formulary Algorithm calculated as follows.

First, we will apply the Cosine Theorem to calculate the angle alpha created by the magnitude of the distance of the AC and AB edges using the formula:

𝑐𝑜𝑠 𝑎 = 𝑏2+𝑐2−𝑎2

2𝑏𝑐 𝑠𝑖𝑛 𝑎 = √1 − 𝑐𝑜𝑠2𝑎 (2.4)

If we let point A be the quadrant (0, 0), then point C has a coordinate position of: 𝐶 (𝑏 ∗ cos 𝑎 , 𝑏 ∗ sin 𝑎) (2.5)

</div>Trang 40<div class="page_container" data-page="40">

2.3. Theory of player reminder mechanism:

In-field player notification using wearable devices is a new technology that is being developed and applied in sports, especially football. This technology uses wearable devices, such as smartwatches, smart bracelets, or smart glasses, to provide information and reminders to players during competition.

There are many benefits to in-field player notification using wearable devices, including:

- Increased performance: Wearable devices can provide players with information about the positions of teammates, opponents, and the ball, helping players make more accurate decisions and improve performance.

- Reduced injuries: Wearable devices can track players' physiological indicators, such as heart rate, breathing rate, and body temperature, helping to detect early signs of injury and take timely preventive measures.

- Enhanced communication: Wearable devices can allow players to communicate with each other and with the coach quickly and effectively, helping to improve team coordination and tactics.

There are many methods for in-field player notification using wearable devices, including:

 Text messages: Text messages are the most common method of player notification. Text messages can be sent to players in the form of text messages or push notifications.

 Images: Images can also be used to notify players. Images can be sent to players in the form of static images or videos.

 Sound: Sound can also be used to notify players. Sound can be sent to players in the form of voice notifications or chimes.

However, to be in line with the scale of the thesis topic, the group used the method of player notification using vibration sensors in an inner vest. This method has the following advantages:

 Non-distracting: Vibration sensors do not distract players during competition.

 User-friendly: Vibration sensors are easy to use and do not require players to do anything else.

 High aesthetics: Inner vests can be designed to match the players' competition attire.

</div>