ARM Based Microcontroller Multitasking Projects

ARM Based Microcontroller Multitasking Projects
Author: Dogan Ibrahim
Publsiher: Newnes
Total Pages: 524
Release: 2020-05-14
ISBN 10: 0128226315
ISBN 13: 9780128226315
Language: EN, FR, DE, ES & NL

ARM Based Microcontroller Multitasking Projects Book Review:

Most microcontroller-based applications nowadays are large, complex, and may require several tasks to share the MCU in multitasking applications. Most modern high-speed microcontrollers support multitasking kernels with sophisticated scheduling algorithms so that many complex tasks can be executed on a priority basis. ARM-based Microcontroller Multitasking Projects: Using the FreeRTOS Multitasking Kernel explains how to multitask ARM Cortex microcontrollers using the FreeRTOS multitasking kernel. The book describes in detail the features of multitasking operating systems such as scheduling, priorities, mailboxes, event flags, semaphores etc. before going onto present the highly popular FreeRTOS multitasking kernel. Practical working real-time projects using the highly popular Clicker 2 for STM32 development board (which can easily be transferred to other boards) together with FreeRTOS are an essential feature of this book. Projects include: LEDs flashing at different rates; Refreshing of 7-segment LEDs; Mobile robot where different sensors are controlled by different tasks; Multiple servo motors being controlled independently; Multitasking IoT project; Temperature controller with independent keyboard entry; Random number generator with 3 tasks: live, generator, display; home alarm system; car park management system, and many more. Explains the basic concepts of multitasking Demonstrates how to create small multitasking programs Explains how to install and use the FreeRTOS on an ARM Cortex processor Presents structured real-world projects that enables the reader to create their own

ARM based Microcontroller Projects Using mbed

ARM based Microcontroller Projects Using mbed
Author: Dogan Ibrahim
Publsiher: Newnes
Total Pages: 904
Release: 2019-04-15
ISBN 10: 0081029705
ISBN 13: 9780081029701
Language: EN, FR, DE, ES & NL

ARM based Microcontroller Projects Using mbed Book Review:

ARM-based Microcontroller Projects Using mbed gives readers a good understanding of the basic architecture and programming of ARM-based microcontrollers using ARM’s mbed software. The book presents the technology through a project-based approach with clearly structured sections that enable readers to use or modify them for their application. Sections include: Project title, Description of the project, Aim of the project, Block diagram of the project, Circuit diagram of the project, Construction of the project, Program listing, and a Suggestions for expansion. This book will be a valuable resource for professional engineers, students and researchers in computer engineering, computer science, automatic control engineering and mechatronics. Includes a wide variety of projects, such as digital/analog inputs and outputs (GPIO, ADC, DAC), serial communications (UART, 12C, SPI), WIFI, Bluetooth, DC and servo motors Based on the popular Nucleo-L476RG development board, but can be easily modified to any ARM compatible processor Shows how to develop robotic applications for a mobile robot Contains complete mbed program listings for all the projects in the book

The Definitive Guide to the ARM Cortex M0

The Definitive Guide to the ARM Cortex M0
Author: Joseph Yiu
Publsiher: Elsevier
Total Pages: 552
Release: 2011-04-04
ISBN 10: 9780123854780
ISBN 13: 0123854784
Language: EN, FR, DE, ES & NL

The Definitive Guide to the ARM Cortex M0 Book Review:

The Definitive Guide to the ARM Cortex-M0 is a guide for users of ARM Cortex-M0 microcontrollers. It presents many examples to make it easy for novice embedded-software developers to use the full 32-bit ARM Cortex-M0 processor. It provides an overview of ARM and ARM processors and discusses the benefits of ARM Cortex-M0 over 8-bit or 16-bit devices in terms of energy efficiency, code density, and ease of use, as well as their features and applications. The book describes the architecture of the Cortex-M0 processor and the programmers model, as well as Cortex-M0 programming and instruction set and how these instructions are used to carry out various operations. Furthermore, it considers how the memory architecture of the Cortex-M0 processor affects software development; Nested Vectored Interrupt Controller (NVIC) and the features it supports, including flexible interrupt management, nested interrupt support, vectored exception entry, and interrupt masking; and Cortex-M0 features that target the embedded operating system. It also explains how to develop simple applications on the Cortex-M0, how to program the Cortex-M0 microcontrollers in assembly and mixed-assembly languages, and how the low-power features of the Cortex-M0 processor are used in programming. Finally, it describes a number of ARM Cortex-M0 products, such as microcontrollers, development boards, starter kits, and development suites. This book will be useful to both new and advanced users of ARM Cortex devices, from students and hobbyists to researchers, professional embedded- software developers, electronic enthusiasts, and even semiconductor product designers. The first and definitive book on the new ARM Cortex-M0 architecture targeting the large 8-bit and 16-bit microcontroller market Explains the Cortex-M0 architecture and how to program it using practical examples Written by an engineer at ARM who was heavily involved in its development

Embedded Systems Fundamentals with Arm Cortex M Based Microcontrollers

Embedded Systems Fundamentals with Arm Cortex M Based Microcontrollers
Author: Alexander G Dean
Publsiher: Arm Education Media
Total Pages: 344
Release: 2021-02-10
ISBN 10: 9781911531265
ISBN 13: 1911531263
Language: EN, FR, DE, ES & NL

Embedded Systems Fundamentals with Arm Cortex M Based Microcontrollers Book Review:

Now in its 2nd edition, this textbook has been updated on a new development board from STMicroelectronics - the Arm Cortex-M0+ based Nucleo-F091RC. Designed to be used in a one- or two-semester introductory course on embedded systems.

Definitive Guide to Arm Cortex M23 and Cortex M33 Processors

Definitive Guide to Arm Cortex M23 and Cortex M33 Processors
Author: Joseph Yiu
Publsiher: Newnes
Total Pages: 928
Release: 2020-12-01
ISBN 10: 0128207361
ISBN 13: 9780128207369
Language: EN, FR, DE, ES & NL

Definitive Guide to Arm Cortex M23 and Cortex M33 Processors Book Review:

The Definitive Guide to Arm® Cortex®-M23 and Cortex-M33 Processors focuses on the Armv8-M architecture and the features that are available in the Cortex-M23 and Cortex- M33 processors. This book covers a range of topics, including the instruction set, the programmer’s model, interrupt handling, OS support, and debug features. It demonstrates how to create software for the Cortex-M23 and Cortex-M33 processors by way of a range of examples, which will enable embedded software developers to understand the Armv8-M architecture. This book also covers the TrustZone® technology in detail, including how it benefits security in IoT applications, its operations, how the technology affects the processor’s hardware (e.g., memory architecture, interrupt handling, etc.), and various other considerations in creating secure software. Presents the first book on Armv8-M Architecture and its features as implemented in the Cortex-M23 and Cortex-M33 processors Covers TrustZone technology in detail Includes examples showing how to create software for Cortex-M23/M33 processors

Assembly Language Programming

Assembly Language Programming
Author: Vincent Mahout
Publsiher: John Wiley & Sons
Total Pages: 256
Release: 2013-03-04
ISBN 10: 1118563344
ISBN 13: 9781118563342
Language: EN, FR, DE, ES & NL

Assembly Language Programming Book Review:

ARM designs the cores of microcontrollers which equip most "embedded systems" based on 32-bit processors. Cortex M3 is one of these designs, recently developed by ARM with microcontroller applications in mind. To conceive a particularly optimized piece of software (as is often the case in the world of embedded systems) it is often necessary to know how to program in an assembly language. This book explains the basics of programming in an assembly language, while being based on the architecture of Cortex M3 in detail and developing many examples. It is written for people who have never programmed in an assembly language and is thus didactic and progresses step by step by defining the concepts necessary to acquiring a good understanding of these techniques.

ARM Cortex M4 Cookbook

ARM   Cortex   M4 Cookbook
Author: Dr. Mark Fisher
Publsiher: Packt Publishing Ltd
Total Pages: 296
Release: 2016-03-16
ISBN 10: 1782176519
ISBN 13: 9781782176510
Language: EN, FR, DE, ES & NL

ARM Cortex M4 Cookbook Book Review:

Over 50 hands-on recipes that will help you develop amazing real-time applications using GPIO, RS232, ADC, DAC, timers, audio codecs, graphics LCD, and a touch screen About This Book This book focuses on programming embedded systems using a practical approach Examples show how to use bitmapped graphics and manipulate digital audio to produce amazing games and other multimedia applications The recipes in this book are written using ARM's MDK Microcontroller Development Kit which is the most comprehensive and accessible development solution Who This Book Is For This book is aimed at those with an interest in designing and programming embedded systems. These could include electrical engineers or computer programmers who want to get started with microcontroller applications using the ARM Cortex-M4 architecture in a short time frame. The book's recipes can also be used to support students learning embedded programming for the first time. Basic knowledge of programming using a high level language is essential but those familiar with other high level languages such as Python or Java should not have too much difficulty picking up the basics of embedded C programming. What You Will Learn Use ARM's uVision MDK to configure the microcontroller run time environment (RTE), create projects and compile download and run simple programs on an evaluation board. Use and extend device family packs to configure I/O peripherals. Develop multimedia applications using the touchscreen and audio codec beep generator. Configure the codec to stream digital audio and design digital filters to create amazing audio effects. Write multi-threaded programs using ARM's real time operating system (RTOS). Write critical sections of code in assembly language and integrate these with functions written in C. Fix problems using ARM's debugging tool to set breakpoints and examine variables. Port uVision projects to other open source development environments. In Detail Embedded microcontrollers are at the core of many everyday electronic devices. Electronic automotive systems rely on these devices for engine management, anti-lock brakes, in car entertainment, automatic transmission, active suspension, satellite navigation, etc. The so-called internet of things drives the market for such technology, so much so that embedded cores now represent 90% of all processor's sold. The ARM Cortex-M4 is one of the most powerful microcontrollers on the market and includes a floating point unit (FPU) which enables it to address applications. The ARM Cortex-M4 Microcontroller Cookbook provides a practical introduction to programming an embedded microcontroller architecture. This book attempts to address this through a series of recipes that develop embedded applications targeting the ARM-Cortex M4 device family. The recipes in this book have all been tested using the Keil MCBSTM32F400 board. This board includes a small graphic LCD touchscreen (320x240 pixels) that can be used to create a variety of 2D gaming applications. These motivate a younger audience and are used throughout the book to illustrate particular hardware peripherals and software concepts. C language is used predominantly throughout but one chapter is devoted to recipes involving assembly language. Programs are mostly written using ARM's free microcontroller development kit (MDK) but for those looking for open source development environments the book also shows how to configure the ARM-GNU toolchain. Some of the recipes described in the book are the basis for laboratories and assignments undertaken by undergraduates. Style and approach The ARM Cortex-M4 Cookbook is a practical guide full of hands-on recipes. It follows a step-by-step approach that allows you to find, utilize and learn ARM concepts quickly.

Programming Embedded Systems

Programming Embedded Systems
Author: Michael Barr,Anthony Massa
Publsiher: "O'Reilly Media, Inc."
Total Pages: 301
Release: 2006
ISBN 10: 0596009836
ISBN 13: 9780596009830
Language: EN, FR, DE, ES & NL

Programming Embedded Systems Book Review:

Authored by two of the leading authorities in the field, this guide offers readers the knowledge and skills needed to achieve proficiency with embedded software.

Nucleo Boards Programming with the STM32CubeIDE

Nucleo Boards Programming with the STM32CubeIDE
Author: Dogan Ibrahim
Publsiher: Unknown
Total Pages: 498
Release: 2021-01-25
ISBN 10: 9783895764165
ISBN 13: 3895764167
Language: EN, FR, DE, ES & NL

Nucleo Boards Programming with the STM32CubeIDE Book Review:

Embedded RTOS Design

Embedded RTOS Design
Author: Colin Walls
Publsiher: Newnes
Total Pages: 382
Release: 2020-12-03
ISBN 10: 0128228520
ISBN 13: 9780128228524
Language: EN, FR, DE, ES & NL

Embedded RTOS Design Book Review:

Embedded RTOS Design: Insights and Implementation combines explanations of RTOS concepts with detailed, practical implementation. It gives a detailed description of the implementation of a basic real-time kernel designed to be limited in scope and simple to understand, which could be used for a real design of modest complexity. The kernel features upward-compatibility to a commercial real-time operating system: Nucleus RTOS. Code is provided which can be used without restriction. Gain practical information on: Scheduling, preemption, and interrupts Information flow (queues, semaphores, etc.) and how they work Signaling between tasks (signals, events, etc.) Memory management (Where does each task get its stack from? What happens if the stack overflows?) The CPU context: storage and retrieval after a context switch With this book you will be able to: Utilize a basic real-time kernel to develop your own prototype Design RTOS features Understand the facilities of a commercial RTOS Explains the principles of RTOS and shows their practical implementation Demonstrates how to prototype a real-time design Code is fully available for free use

Hands On RTOS with Microcontrollers

Hands On RTOS with Microcontrollers
Author: Brian Amos
Publsiher: Packt Publishing Ltd
Total Pages: 496
Release: 2020-05-15
ISBN 10: 1838829288
ISBN 13: 9781838829285
Language: EN, FR, DE, ES & NL

Hands On RTOS with Microcontrollers Book Review:

Build a strong foundation in designing and implementing real-time systems with the help of practical examples Key Features Get up and running with the fundamentals of RTOS and apply them on STM32 Enhance your programming skills to design and build real-world embedded systems Get to grips with advanced techniques for implementing embedded systems Book Description A real-time operating system (RTOS) is used to develop systems that respond to events within strict timelines. Real-time embedded systems have applications in various industries, from automotive and aerospace through to laboratory test equipment and consumer electronics. These systems provide consistent and reliable timing and are designed to run without intervention for years. This microcontrollers book starts by introducing you to the concept of RTOS and compares some other alternative methods for achieving real-time performance. Once you've understood the fundamentals, such as tasks, queues, mutexes, and semaphores, you'll learn what to look for when selecting a microcontroller and development environment. By working through examples that use an STM32F7 Nucleo board, the STM32CubeIDE, and SEGGER debug tools, including SEGGER J-Link, Ozone, and SystemView, you'll gain an understanding of preemptive scheduling policies and task communication. The book will then help you develop highly efficient low-level drivers and analyze their real-time performance and CPU utilization. Finally, you'll cover tips for troubleshooting and be able to take your new-found skills to the next level. By the end of this book, you'll have built on your embedded system skills and will be able to create real-time systems using microcontrollers and FreeRTOS. What you will learn Understand when to use an RTOS for a project Explore RTOS concepts such as tasks, mutexes, semaphores, and queues Discover different microcontroller units (MCUs) and choose the best one for your project Evaluate and select the best IDE and middleware stack for your project Use professional-grade tools for analyzing and debugging your application Get FreeRTOS-based applications up and running on an STM32 board Who this book is for This book is for embedded engineers, students, or anyone interested in learning the complete RTOS feature set with embedded devices. A basic understanding of the C programming language and embedded systems or microcontrollers will be helpful.

ARM System Developer s Guide

ARM System Developer s Guide
Author: Andrew Sloss,Dominic Symes,Chris Wright
Publsiher: Elsevier
Total Pages: 689
Release: 2004-05-10
ISBN 10: 0080490492
ISBN 13: 9780080490496
Language: EN, FR, DE, ES & NL

ARM System Developer s Guide Book Review:

Over the last ten years, the ARM architecture has become one of the most pervasive architectures in the world, with more than 2 billion ARM-based processors embedded in products ranging from cell phones to automotive braking systems. A world-wide community of ARM developers in semiconductor and product design companies includes software developers, system designers and hardware engineers. To date no book has directly addressed their need to develop the system and software for an ARM-based system. This text fills that gap. This book provides a comprehensive description of the operation of the ARM core from a developer’s perspective with a clear emphasis on software. It demonstrates not only how to write efficient ARM software in C and assembly but also how to optimize code. Example code throughout the book can be integrated into commercial products or used as templates to enable quick creation of productive software. The book covers both the ARM and Thumb instruction sets, covers Intel's XScale Processors, outlines distinctions among the versions of the ARM architecture, demonstrates how to implement DSP algorithms, explains exception and interrupt handling, describes the cache technologies that surround the ARM cores as well as the most efficient memory management techniques. A final chapter looks forward to the future of the ARM architecture considering ARMv6, the latest change to the instruction set, which has been designed to improve the DSP and media processing capabilities of the architecture. * No other book describes the ARM core from a system and software perspective. * Author team combines extensive ARM software engineering experience with an in-depth knowledge of ARM developer needs. * Practical, executable code is fully explained in the book and available on the publisher's Website. * Includes a simple embedded operating system.

Using LEDs LCDs and GLCDs in Microcontroller Projects

Using LEDs  LCDs and GLCDs in Microcontroller Projects
Author: Dogan Ibrahim
Publsiher: John Wiley & Sons
Total Pages: 496
Release: 2012-08-22
ISBN 10: 1118361032
ISBN 13: 9781118361030
Language: EN, FR, DE, ES & NL

Using LEDs LCDs and GLCDs in Microcontroller Projects Book Review:

Describing the use of displays in microcontroller based projects, the author makes extensive use of real-world, tested projects. The complete details of each project are given, including the full circuit diagram and source code. The author explains how to program microcontrollers (in C language) with LED, LCD and GLCD displays; and gives a brief theory about the operation, advantages and disadvantages of each type of display. Key features: Covers topics such as: displaying text on LCDs, scrolling text on LCDs, displaying graphics on GLCDs, simple GLCD based games, environmental monitoring using GLCDs (e.g. temperature displays) Uses C programming throughout the book – the basic principles of programming using C language and introductory information about PIC microcontroller architecture will also be provided Includes the highly popular PIC series of microcontrollers using the medium range PIC18 family of microcontrollers in the book. Provides a detailed explanation of Visual GLCD and Visual TFT with examples. Companion website hosting program listings and data sheets Contains the extensive use of visual aids for designing LED, LCD and GLCD displays to help readers to understand the details of programming the displays: screen-shots, tables, illustrations, and figures, as well as end of chapter exercises Using LEDs, LCDS, and GLCDs in Microcontroller Projects is an application oriented book providing a number of design projects making it practical and accessible for electrical & electronic engineering and computer engineering senior undergraduates and postgraduates. Practising engineers designing microcontroller based devices with LED, LCD or GLCD displays will also find the book of great use.

Designing Embedded Hardware

Designing Embedded Hardware
Author: John Catsoulis
Publsiher: "O'Reilly Media, Inc."
Total Pages: 298
Release: 2002
ISBN 10: 9780596003623
ISBN 13: 0596003625
Language: EN, FR, DE, ES & NL

Designing Embedded Hardware Book Review:

Intelligent readers who want to build their own embedded computer systems-- installed in everything from cell phones to cars to handheld organizers to refrigerators-- will find this book to be the most in-depth, practical, and up-to-date guide on the market. Designing Embedded Hardware carefully steers between the practical and philosophical aspects, so developers can both create their own devices and gadgets and customize and extend off-the-shelf systems. There are hundreds of books to choose from if you need to learn programming, but only a few are available if you want to learn to create hardware. Designing Embedded Hardware provides software and hardware engineers with no prior experience in embedded systems with the necessary conceptual and design building blocks to understand the architectures of embedded systems. Written to provide the depth of coverage and real-world examples developers need, Designing Embedded Hardware also provides a road-map to the pitfalls and traps to avoid in designing embedded systems. Designing Embedded Hardware covers such essential topics as: The principles of developing computer hardware Core hardware designs Assembly language concepts Parallel I/O Analog-digital conversion Timers (internal and external) UART Serial Peripheral Interface Inter-Integrated Circuit Bus Controller Area Network (CAN) Data Converter Interface (DCI) Low-power operation This invaluable and eminently useful book gives you the practical tools and skills to develop, build, and program your own application-specific computers.

The Definitive Guide to the ARM Cortex M3

The Definitive Guide to the ARM Cortex M3
Author: Joseph Yiu
Publsiher: Newnes
Total Pages: 479
Release: 2009-11-19
ISBN 10: 9781856179645
ISBN 13: 1856179648
Language: EN, FR, DE, ES & NL

The Definitive Guide to the ARM Cortex M3 Book Review:

This user's guide does far more than simply outline the ARM Cortex-M3 CPU features; it explains step-by-step how to program and implement the processor in real-world designs. It teaches readers how to utilize the complete and thumb instruction sets in order to obtain the best functionality, efficiency, and reuseability. The author, an ARM engineer who helped develop the core, provides many examples and diagrams that aid understanding. Quick reference appendices make locating specific details a snap! Whole chapters are dedicated to: Debugging using the new CoreSight technology Migrating effectively from the ARM7 The Memory Protection Unit Interfaces, Exceptions,Interrupts ...and much more! The only available guide to programming and using the groundbreaking ARM Cortex-M3 processor Easy-to-understand examples, diagrams, quick reference appendices, full instruction and Thumb-2 instruction sets are included T teaches end users how to start from the ground up with the M3, and how to migrate from the ARM7

The Definitive Guide to ARM Cortex M3 and Cortex M4 Processors

The Definitive Guide to ARM   Cortex   M3 and Cortex   M4 Processors
Author: Joseph Yiu
Publsiher: Newnes
Total Pages: 864
Release: 2013-10-06
ISBN 10: 0124079180
ISBN 13: 9780124079182
Language: EN, FR, DE, ES & NL

The Definitive Guide to ARM Cortex M3 and Cortex M4 Processors Book Review:

This new edition has been fully revised and updated to include extensive information on the ARM Cortex-M4 processor, providing a complete up-to-date guide to both Cortex-M3 and Cortex-M4 processors, and which enables migration from various processor architectures to the exciting world of the Cortex-M3 and M4. This book presents the background of the ARM architecture and outlines the features of the processors such as the instruction set, interrupt-handling and also demonstrates how to program and utilize the advanced features available such as the Memory Protection Unit (MPU). Chapters on getting started with IAR, Keil, gcc and CooCox CoIDE tools help beginners develop program codes. Coverage also includes the important areas of software development such as using the low power features, handling information input/output, mixed language projects with assembly and C, and other advanced topics. Two new chapters on DSP features and CMSIS-DSP software libraries, covering DSP fundamentals and how to write DSP software for the Cortex-M4 processor, including examples of using the CMSIS-DSP library, as well as useful information about the DSP capability of the Cortex-M4 processor A new chapter on the Cortex-M4 floating point unit and how to use it A new chapter on using embedded OS (based on CMSIS-RTOS), as well as details of processor features to support OS operations Various debugging techniques as well as a troubleshooting guide in the appendix topics on software porting from other architectures A full range of easy-to-understand examples, diagrams and quick reference appendices

Embedded Systems Fundamentals with ARM Cortex M Based Microcontrollers

Embedded Systems Fundamentals with ARM Cortex M Based Microcontrollers
Author: Alexander G. Dean
Publsiher: Arm Education Media UK
Total Pages: 292
Release: 2017
ISBN 10: 9781911531036
ISBN 13: 1911531034
Language: EN, FR, DE, ES & NL

Embedded Systems Fundamentals with ARM Cortex M Based Microcontrollers Book Review:

This textbook introduces students to embedded systems using the ARM Cortex-M0+ CPU-based Kinetis KL25Z MCU. It introduces practical multitasking on the CPU, to improve responsiveness and software modularity while reducing CPU overhead.

Microcontroller Projects in C for the 8051

Microcontroller Projects in C for the 8051
Author: Dogan Ibrahim
Publsiher: Newnes
Total Pages: 178
Release: 2000-06-19
ISBN 10: 9780750646406
ISBN 13: 0750646403
Language: EN, FR, DE, ES & NL

Microcontroller Projects in C for the 8051 Book Review:

This book is a thoroughly practical way to explore the 8051 and discover C programming through project work. Through graded projects, Dogan Ibrahim introduces the reader to the fundamentals of microelectronics, the 8051 family, programming in C, and the use of a C compiler. The specific device used for examples is the AT89C2051 - a small, economical chip with re-writable memory, readily available from the major component suppliers. A working knowledge of microcontrollers, and how to program them, is essential for all students of electronics. In this rapidly expanding field many students and professionals at all levels need to get up to speed with practical microcontroller applications. Their rapid fall in price has made microcontrollers the most exciting and accessible new development in electronics for years - rendering them equally popular with engineers, electronics hobbyists and teachers looking for a fresh range of projects. Microcontroller Projects in C for the 8051 is an ideal resource for self-study as well as providing an interesting, enjoyable and easily mastered alternative to more theoretical textbooks. Practical projects that enable students and practitioners to get up and running straight away with 8051 microcontrollers A hands-on introduction to practical C programming A wealth of project ideas for students and enthusiasts

Using the FreeRTOS Real Time Kernel

Using the FreeRTOS Real Time Kernel
Author: Richard Barry
Publsiher: Unknown
Total Pages: 172
Release: 2010
ISBN 10: 9781446169148
ISBN 13: 1446169146
Language: EN, FR, DE, ES & NL

Using the FreeRTOS Real Time Kernel Book Review:

TinyML

TinyML
Author: Pete Warden,Daniel Situnayake
Publsiher: O'Reilly Media
Total Pages: 504
Release: 2019-12-16
ISBN 10: 1492052019
ISBN 13: 9781492052012
Language: EN, FR, DE, ES & NL

TinyML Book Review:

Deep learning networks are getting smaller. Much smaller. The Google Assistant team can detect words with a model just 14 kilobytes in size—small enough to run on a microcontroller. With this practical book you’ll enter the field of TinyML, where deep learning and embedded systems combine to make astounding things possible with tiny devices. Pete Warden and Daniel Situnayake explain how you can train models small enough to fit into any environment. Ideal for software and hardware developers who want to build embedded systems using machine learning, this guide walks you through creating a series of TinyML projects, step-by-step. No machine learning or microcontroller experience is necessary. Build a speech recognizer, a camera that detects people, and a magic wand that responds to gestures Work with Arduino and ultra-low-power microcontrollers Learn the essentials of ML and how to train your own models Train models to understand audio, image, and accelerometer data Explore TensorFlow Lite for Microcontrollers, Google’s toolkit for TinyML Debug applications and provide safeguards for privacy and security Optimize latency, energy usage, and model and binary size