Learn Embedded System With Stm32
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Embedded Machine Learning With Microcontrollers
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Author : Cem Ünsalan
language : en
Publisher: Springer Nature
Release Date : 2024-10-21
Embedded Machine Learning With Microcontrollers written by Cem Ünsalan and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-21 with Computers categories.
This textbook introduces basic and advanced embedded machine learning methods by exploring practical applications on Arduino boards. By covering traditional and neural network-based machine learning methods implemented on microcontrollers, the text is designed for use in courses on microcontrollers and embedded machine learning systems. Following the learning-by-doing approach, the book will enable students to grasp embedded machine learning concepts through real-world examples, providing them with the design and implementation skills needed for a competitive job market. By utilizing a programming environment that enables students to reach and modify microcontroller properties easily, the material allows for fast implementation of the developed system. Students are guided in implementing machine learning methods to be deployed and tested on microcontrollers throughout the book, with the theory behind the implemented methods also emphasized. Sample codes and real-world projects are available for readers and instructors. The book will also be an ideal reference for practicing engineers and electronics hobbyists.
Learn Embedded System With Stm32
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Author : Nishimoto Takehiko
language : en
Publisher: Independently Published
Release Date : 2024-06-23
Learn Embedded System With Stm32 written by Nishimoto Takehiko and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-23 with Computers categories.
This comprehensive guide takes you on a practical journey into the world of embedded systems development using the popular STM32 microcontrollers. You'll not only gain a solid understanding of embedded system fundamentals but also dive deep into real-world application by building an NEC decoder with STM32 and C programming on the Cortex-M4 core. What You'll Learn: Grasp Embedded Systems Concepts: Demystify the core principles of embedded systems, including hardware architecture, software development, and real-time programming. Master the STM32 Platform: Explore the STM32 microcontrollers, their architecture, and programming environment (Keil uVision is assumed). Unleash the Power of C: Learn the C programming language specifically for embedded systems development, focusing on hardware manipulation, memory management, and efficient coding practices. Demystify the Cortex-M4 Core: Understand the ARM Cortex-M4 architecture, its instruction set, and how to leverage its capabilities for embedded applications. Harness the Power of RTOS: Discover the concepts of Real-Time Operating Systems (RTOS) and explore its role in embedded system development. Implement an RTOS to enhance your NEC decoder project. Build a Practical NEC Decoder: Design and program a functional NEC decoder using the STM32 microcontroller, C programming, and RTOS principles. Learn to receive and decode NEC infrared signals commonly used in remote controls. Who is this Book For? Hobbyists and enthusiasts eager to learn embedded systems development Engineers and students seeking practical experience with STM32 microcontrollers Programmers looking to expand their skillset into embedded systems using C and RTOS By the end of this book, you'll be equipped with the knowledge and practical skills to confidently design and develop your own embedded system applications using STM32 microcontrollers.
Hands On Embedded Systems With Stm32 And Freertos
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Author : Evan Flux
language : en
Publisher: Independently Published
Release Date : 2025-12-26
Hands On Embedded Systems With Stm32 And Freertos written by Evan Flux and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-12-26 with Computers categories.
Are you ready to move beyond basic microcontroller tutorials and start building real-world, real-time embedded systems with confidence? Hands-On Embedded Systems with STM32 and FreeRTOS is a practical, project-driven guide designed to help you understand how modern embedded firmware actually works-from the hardware level up to real-time multitasking with FreeRTOS. This book focuses on doing, debugging, and problem-solving, not just theory. Whether you are a beginner looking to build a strong foundation or an intermediate developer aiming to master real-time behavior, this book walks you through embedded systems concepts step by step, using STM32 microcontrollers as the primary platform. What You'll Learn ✔ What truly defines an embedded system-and how real-time behavior affects firmware design ✔ How STM32 microcontrollers work, including core architecture, memory, clocks, and peripherals ✔ How to design and debug bare-metal firmware before introducing an RTOS ✔ When and why to use FreeRTOS instead of bare-metal code ✔ How FreeRTOS tasks, queues, semaphores, and timers work in real STM32 projects ✔ How to identify and fix common embedded problems like timing bugs, race conditions, and interrupt conflicts ✔ How to structure firmware for clarity, scalability, and maintainability Why This Book Is Different Unlike books that focus only on theory or isolated code snippets, this guide emphasizes hands-on learning with practical examples. You'll see how embedded systems behave in real situations, why things go wrong, and how to fix them. Instead of treating FreeRTOS as a "black box," this book explains how real-time scheduling, synchronization, and timing actually work-so you can design systems that are reliable, predictable, and easier to debug. Who This Book Is For Engineering students learning embedded systems Self-taught developers building STM32-based projects Firmware engineers transitioning from bare-metal to RTOS-based designs Makers and professionals who want a deeper understanding of real-time embedded systems A basic understanding of C programming is recommended, but no prior RTOS experience is required. What You'll Gain By the end of this book, you'll have the confidence to: Build embedded firmware that behaves predictably under real-time constraints Decide when bare-metal is sufficient and when an RTOS is the better choice Debug complex timing and concurrency issues instead of guessing Apply STM32 and FreeRTOS skills to real projects and professional environments Build Real Skills for Real Embedded Systems If you want to move beyond blinking LEDs and start designing firmware that reflects how embedded systems are built in the real world, Hands-On Embedded Systems with STM32 and FreeRTOS gives you the practical guidance and structured learning path to get there.
Machine Learning Integration In Power Electronics
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Author : Hasan Ali Gamal Al-kaf
language : en
Publisher: Springer Nature
Release Date : 2026-01-01
Machine Learning Integration In Power Electronics written by Hasan Ali Gamal Al-kaf and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2026-01-01 with Mathematics categories.
!--StartFragment -- This book provides a comprehensive guide for integrating machine learning techniques to enhance power electronic systems, with a focus on real-time applications, fault detection, and advanced control systems. Machine learning applications in power electronics delve into the transformative potential of machine learning in the field of power electronics. It is designed for professionals, researchers, and students who seek to leverage machine learning to address complex challenges and optimize performance in power electronics. The book explores the synergies between machine learning and power electronics, highlighting the importance of these technologies in industries such as renewable energy, electric vehicles, and industrial automation. It provides practical insights into implementing machine learning solutions, covering essential concepts, algorithms, workflows, and real-time deployment. Readers can gain valuable knowledge on integration strategies and advanced applications, including control of permanent magnet synchronous motor (PMSM) drives and fault detection in neutral point clamped (NPC) inverters. Additionally, the book offers best practices for selecting appropriate machine learning methods, such as integrating physics-informed models, utilizing lightweight neural networks, ensuring transparency with explainable methods, and employing conformal prediction for reliable outcomes. Beyond practical guidance, this book presents innovative ideas from recent literature, showcasing cutting-edge applications and future research directions. With its practical focus, detailed methodologies, and forward-looking insights, this book is an essential resource for anyone looking to harness the power of machine learning to drive innovation and improve system performance in power electronics. !--EndFragment --
Connected Objects Artificial Intelligence Telecommunications And Electronics Engineering
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Author : Youssef Mejdoub
language : en
Publisher: Springer Nature
Release Date : 2025-10-07
Connected Objects Artificial Intelligence Telecommunications And Electronics Engineering written by Youssef Mejdoub and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-10-07 with Computers categories.
This book presents recent advances on connected objects, systems, telecommunications, artificial intelligence, and electronic engineering. On the connected objects side, the proceedings covered advancements in areas like sensor miniaturization and networking to enable ever-more ubiquitous and autonomous IoT deployments. The AI-focused contributions explored novel machine learning architectures and training techniques tailored for resource-constrained edge devices. Key breakthroughs included federated learning models. In the telecommunications realm, the proceedings examined the critical role of 5G, 6G, and satellite communications in providing the high-bandwidth, low-latency connectivity required to unlock the full potential of AI-powered connected systems. This book is a collection of high-quality research papers presented at the 3rd International Conference on Connected Objects and Artificial Intelligence (COCIA'2025), held at High School of Technology, Hassan II University, Casablanca, Morocco, during April 16–18, 2025. This book features cutting-edge research and insights at the intersection of the important technology domains, connected objects, systems, telecommunications, artificial intelligence, and electronic engineering. It is designed for researchers, academicians, professionals, and graduates seeking to deepen their understanding and expertise at the intersection of IoT, AI, telecommunications, and electronic engineering.
Learn Stm32 With Project
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Author : Aharen San
language : en
Publisher: Independently Published
Release Date : 2022-12-08
Learn Stm32 With Project written by Aharen San and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-08 with Computers categories.
Hi, welcome to the first project. In this project, I will teach you how to install the software that are necessary for this project. So, let's get started. After finishing this project, you will be able to install STM32QPIMX, Kyle MegaVision and ST-Link USB Driver. Before I start with the install license set, I would like to make sure you are aware of what is STM32QPIMX and Kyle MegaVision. ★STM32QPIMX is a graphical software used for generating C code which is based on HAL library for parallel initialization. This is a really good software especially for beginners in 32-bit microcontrollers. Because compared to 8-bit microcontrollers, the 32-bit microcontrollers have a lot of peripherals that are quite complex to configure manually by reading the register definition in datasheets. ★The learning curve is quite high, so for beginners in 32-bit microcontrollers, I recommend you to use QPIMX. QPIMX is used only for generating the C code and cannot be used for editing, compiling and debugging the code. So, you need an IDE. Kyle MegaVision is one of the IDE for ARM microcontrollers programming. ★Actually, this IDE can be used for all ARM microcontrollers not only from ST, such as ArtMail, NXP or other ARM-based microcontrollers. So, I think it is a good investment to learn this IDE because if in the future you need to move to another ARM-based microcontroller, you don't need to learn a new IDE again. Okay, let's move to the software installation. ★There are 7 files that you need to download. The first one is STM32QPIMX. This is the installer for QPIMX. And then STM32QPF1. This is the HAL library for STM32F1 microcontroller. If you are using another version of STM32, for example STM32F4, then you can search for that. And then this one is the installer for ST-Link USB Downloader.
Tiny Machine Learning Design Principles And Applications
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Author : Agbotiname Lucky Imoize
language : en
Publisher: John Wiley & Sons
Release Date : 2026-02-17
Tiny Machine Learning Design Principles And Applications written by Agbotiname Lucky Imoize and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2026-02-17 with Computers categories.
An expert compilation of on-device training techniques, regulatory frameworks, and ethical considerations of TinyML design and development In Tiny Machine Learning: Design Principles and Applications, a team of distinguished researchers delivers a comprehensive discussion of the critical concepts, design principles, applications, and relevant issues in Tiny Machine Learning (TinyML). Expert contributors introduce a new low power resource, offering vast applications in IoT devices with system-algorithm co-design. Tiny Machine Learning explores TinyML paradigms and enablers, TinyML for anomaly detection, and the learning panorama under TinyML. Readers will find explanations of TinyML devices and tools, power consumption and memory in IoT microcontrollers, and lightweight frameworks for TinyML. The book also describes TinyML techniques for real-time and environmental applications. Additional topics covered in the book include: A thorough introduction to security and privacy techniques for TinyML devices, including the implementation of novel security schemes Incisive explorations of power consumption and memory in IoT MCUs, including ultralow-power smart IoT devices with embedded TinyML Practical discussions of TinyML research targeting microcontrollers for data extraction and synthesis Perfect for industry and academic researchers, scientists, and engineers, Tiny Machine Learning will also benefit lecturers and graduate students interested in machine learning.
Intelligent Systems And Advanced Computing Sciences
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Author : Hani Hagras
language : en
Publisher: Springer Nature
Release Date : 2025-07-01
Intelligent Systems And Advanced Computing Sciences written by Hani Hagras and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-01 with Computers categories.
This book constitutes revised selected papers from the thoroughly refereed conference proceedings of the 4th International Conference on Intelligent Systems and Advanced Computing Sciences, ISACS 2023, which took place in Taza, Morocco, in October 26–27, 2023. The 30 full papers and 8 short papers presented in these proceedings were carefully reviewed and selected from 131 submissions. This conference focusing on all theoretical and practical aspects related to information technology and communications security.
Proceedings Of The 5th International Conference On New Media Development And Modernised Education Nmdme 2025
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Author : Ming Chang
language : en
Publisher: Springer Nature
Release Date : 2026-01-28
Proceedings Of The 5th International Conference On New Media Development And Modernised Education Nmdme 2025 written by Ming Chang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2026-01-28 with Education categories.
This is open access book. With the development of information network technology, the new media supported by new technology has rapidly attracted people's attention because of its advantages over traditional media such as radio, television, newspapers and magazines. In the era of information explosion, new media shows the characteristics of speed, convenience, and large amount of information. It is not only used in people's daily work, but also sought after in the education industry. People try to use new media to cultivate "new talents" who can keep up with the pace of social changes.
Micropython Stm32 Programming Guide
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Author : Sarful Hassan
language : en
Publisher: Independently Published
Release Date : 2024-11-16
Micropython Stm32 Programming Guide written by Sarful Hassan and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-16 with Computers categories.
Master MicroPython and STM32 Programming with Ease! Are you ready to explore the power of MicroPython for embedded systems and IoT development? The MicroPython STM32 Programming Guide is your ultimate resource for learning how to program STM32 microcontrollers using the simplicity and versatility of Python. Perfect for beginners, hobbyists, students, and professionals, this book focuses on the STM32 NUCLEO-F446RE board, making it an ideal choice for anyone looking to master microcontroller programming. What You'll Learn: The basics of MicroPython and how it simplifies embedded programming. A detailed introduction to the STM32 NUCLEO-F446RE development board. Step-by-step instructions for setting up your MicroPython development environment. Programming essentials: syntax, variables, data types, and control structures. Hands-on projects: Digital I/O, analog I/O, PWM, UART, I2C, and SPI communication. Advanced techniques: Bitwise operations, random number generation, and protocol handling. Why This Book? This book bridges the gap between traditional embedded C/C++ programming and Python's simplicity. Whether you're a beginner looking for an easy-to-follow guide or a professional seeking rapid prototyping solutions, this book has something for everyone. Learn through practical examples, real-world projects, and expert insights tailored for the STM32 NUCLEO-F446RE. Who Should Read This Book? Beginners: Get started with MicroPython, even if you're new to programming. Hobbyists and Makers: Learn how to control hardware like LEDs, sensors, and motors. Students: Use this book as a hands-on resource for STEM projects. Professionals: Accelerate IoT development with Python-based rapid prototyping. Unlock Practical Knowledge: From setting up your environment to implementing communication protocols like UART and I2C, this guide offers everything you need to design and deploy embedded applications confidently. Master MicroPython on STM32 and unleash the full potential of the NUCLEO-F446RE. Transform your projects with the simplicity of Python and the power of STM32! Grab your copy of the MicroPython STM32 Programming Guide today and take your embedded programming skills to the next level.