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Elektor GREEN and GOLD members can download their digital edition here. Not a member yet? Click here. What to expect This Elektor edition guest-edited by Edge Impulse explores the edge AI workflow, from data collection and model training to deployment and optimization: End-to-End Edge AIA hands-on object detection series that walks through the complete machine learning pipeline on embedded hardware. High-Resolution, High-Speed Object Counting (Nvidia Jetson Nano, TensorRT)Pushing inference speed and precision for visual counting applications. PCB Defect Detection with Computer Vision (Raspberry Pi)Smarter manufacturing through embedded vision. Smart Building Ventilation with Sensor FusionAI-powered environmental optimization for energy efficiency. Analog Meter Reading (Arduino Nicla Vision)A TinyML approach to automating analog infrastructure. Smart Appliance Control Using Voice Commands (Nordic Thingy:53)Speech recognition at the edge. Liquid Classification with TinyML (Seeed Wio Terminal + TDS Sensor)Combining IoT sensing and embedded ML for fluid analysis. Surgery Inventory Object DetectionApplying real-time vision to healthcare logistics. Plus, the magazine includes exclusive interviews with: Edge Impulse co-founders Zach Shelby and Jan Jongboom; Qualcomm Technologies VP of product management Manny Singh; and EDGE AI FOUNDATION CEO Pete Bernard. Also included are a Tech the Future essay titled "AI at the Edge: Powering the Next Generation of Devices," an Industry Case Study on GlobalSense, and more. Contents What the Heck Is Edge AI Anyway?Bringing Intelligence to the Device Meet Edge Impulse StudioEasily Build and Deploy Edge AI Models Keyword Spotting with Edge ImpulseCollect, Train, and Deploy Smart Appliance Control Using Voice Commands with the Nordic Thingy:53 Key Terms for Understanding Edge AI and Machine Learning Crash Course: Getting Started with Edge ImpulseLearn to Collect, Train, and Deploy an ML Model with the Arduino Nano 33 BLE Sense A New Chapter for ArduinoFrom Hobby Board to Edge Computing Powerhouse Getting Started with Object Detection on Edge Devices PCB Defect DetectionComputer Vision with Raspberry Pi Scaling AI to the Smallest Devices Optimizing Power Efficiency in Battery-Driven Edge AI Devices AI ToasterWhen Edge AI Meets Breakfast Thundercomm Rubik Pi 3Raspberry Pi Familiarity Meets Edge AI Leadership, Embedded ML, and the Edge Revolution Vision Language Models for the EdgeCascading Models for Better Reliability Get to Know Edge ImpulseQuestions from the Elektor Community Project Update #5: ESP32-Based Energy MeterUsing Edge AI to Recognize Household Loads Motion Recognition with Anomaly DetectionAn End-to-End Tutorial Smart Ventilation System: Fusing Sound and Environmental DataA Dual-MCU Machine Learning Approach for Automated Window and Louver Control Bringing Voice Control to Earbuds and Headsets AI at the Edge: Powering the Next Generation of Devices

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Diese Ausgabe steht allen GOLD- und GREEN-Mitgliedern auf der ElektorMagazine-Website zum Download bereit! Sie sind noch kein Mitglied? Hier klicken! Super-Servo-TesterBis zu vier Servos einzeln oder eingebaut testen Analoge Signale und der MikrocontrollerADCs, DACs, Strommessung und mehr embedded world 2023 Sub-Nyquist-Sampling in der PraxisHöhere Frequenzen mittels Unterabtastung sicher erfassen Hier Android-Smartphone, dort ESP32?Praxisprojekt mit der Android WiFi-API Aktives 1-kHz-Filter für VerzerrungsmessungenBessere Messungen durch Optimierung des Messsignals Aller Anfang...muss nicht schwer sein: Wir multivibrieren weiter! Projekt 2.0Korrekturen, Updates und Leserbriefe Das neue I3C-ProtokollWürdiger I2C-Nachfolger oder viel Rauch um Nichts? BlueRC: IR-Fernsteuerung mit Smartphone und ESP32Anpassungsfähig und universell Mikrocontroller-Dokumentationen verstehenTeil 2: Register und Blockschaltbilder Automatisierung der Prüf- und MesstechnikProgrammieren von Prüfgeräten, damit sie tun, was Sie wollen Infografik: Messen und Testen Überspannungsschutz für sicheren BetriebTransientenschutz für nicht-isolierte DC/DC-Leistungsmodule Mess- und Prüfgeräte von WihaInstallationstester und Messgeräte, auf die Sie sich verlassen können Automatisierung von Tests und Zusammenarbeit bei Testergebnissen Aus dem Leben gegriffenElektronik auf hohem Niveau EnergieloggerEnergie messen und aufzeichnen Aufgebaut: Das 4tronix M.A.R.S. Rover Kit Parkscheibe mit E-Paper DisplayEin innovativer digitaler Ersatz eCO2-Telegram-BotLuftqualitätsmessung mit Telegram-Anbindung Hinter den Kulissen von High-End-Audio im EigenbauElektor-Ingenieur Ton Giesberts im Interview über die hohe Kunst des Analogdesigns Das besondere ProjektEs gibt noch viel zu tun! RFID-Tag lesen und RFID-TürschlossProjektbeispiele aus dem Arduino-Experimentierpaket von Elektor Oszilloskop-Stromsonde für HFHochfrequenz-Strommessung leichtgemacht Nichts für Anfänger – Makerfabs 6 DOF Robot ArmMit Raspberry Pi Pico und MicroPython Generative KIWer hat das eigentlich gemacht? Hexadoku

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Get Cracking with the Arduino Nano V3, Nano Every, and Nano 33 IoT The seven chapters in this book serve as the first step for novices and microcontroller enthusiasts wishing to make a head start in Arduino programming. The first chapter introduces the Arduino platform, ecosystem, and existing varieties of Arduino Nano boards. It also teaches how to install various tools needed to get started with Arduino Programming. The second chapter kicks off with electronic circuit building and programming around your Arduino. The third chapter explores various buses and analog inputs. In the fourth chapter, you get acquainted with the concept of pulse width modulation (PWM) and working with unipolar stepper motors. In the fifth chapter, you are sure to learn about creating beautiful graphics and basic but useful animation with the aid of an external display. The sixth chapter introduces the readers to the concept of I/O devices such as sensors and the piezo buzzer, exploring their methods of interfacing and programming with the Arduino Nano. The last chapter explores another member of Arduino Nano family, Arduino Nano 33 IoT with its highly interesting capabilities. This chapter employs and deepens many concepts learned from previous chapters to create interesting applications for the vast world of the Internet of Things. The entire book follows a step-by-step approach to explain concepts and the operation of things. Each concept is invariably followed by a to-the-point circuit diagram and code examples. Next come detailed explanations of the syntax and the logic used. By closely following the concepts, you will become comfortable with circuit building, Arduino programming, the workings of the code examples, and the circuit diagrams presented. The book also has plenty of references to external resources wherever needed. An archive file (.zip) comprising the software examples and Fritzing-style circuit diagrams discussed in the book may be downloaded free of charge below.

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Technology is constantly changing. New microcontrollers become available every year. The one thing that has stayed the same is the C programming language used to program these microcontrollers. If you would like to learn this standard language to program microcontrollers, then this book is for you! Arduino is the hardware platform used to teach the C programming language as Arduino boards are available worldwide and contain the popular AVR microcontrollers from Atmel. Atmel Studio is used as the development environment for writing C programs for AVR microcontrollers. It is a full-featured integrated development environment (IDE) that uses the GCC C software tools for AVR microcontrollers and is free to download. At a glance: Start learning to program from the very first chapter No programming experience is necessary Learn by doing – type and run the example programs A fun way to learn the C programming language Ideal for electronic hobbyists, students and engineers wanting to learn the C programming language in an embedded environment on AVR microcontrollers Use the free full-featured Atmel Studio IDE software for Windows Write C programs for 8-bit AVR microcontrollers as found on the Arduino Uno and MEGA boards Example code runs on Arduino Uno and Arduino MEGA 2560 boards and can be adapted to run on other AVR microcontrollers or boards Use the AVR Dragon programmer/debugger in conjunction with Atmel Studio to debug C programs

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De Elektor LoRa Nodeveelzijdige 868MHz-afstandsbediening met status-feedback, een groot bereik en een STM32 Interactiefcorrecties & updates || vragen & antwoorden Analoge elektronica ontwerpencase-study #1 – deel 2: de voorversterker voor de MEMS-microfoon My IoT-button: de knop voor het netdeel 1: IoT-architectuur BASIC voor ESP32/ESP8266programmeren met Annex WiFi RDS ESP32-deurbel via Telegram“de postbode belt maar één keer” Wie het kleine niet eert Beginnen met LoRaWANmet Blue Pill, LoRa-breakout-board en The Things Network “Een voorvechter van Open Internet”vraaggesprek met Wienke Giezeman, initiatiefnemer van The Things Network Meadow F7een board voor .NET-ontwikkelaars Multitasking met de ESP32 (2)taakprioriteiten Met de vos in het IoT (3)eerste stappen op het net Raspberry Pi Bash-commando cheat sheet De meest succesvolle start-up aanjager?HighTechXL, Eindhoven, Nederland Review: RPi-HAT Enviro+meet milieudata met Raspberry Pi en de Enviro+ HAT Uit het leven gegrepenonderdelen bestellen in Oekraïne en Rusland Review: Andonstar AD407beter dan zijn voorganger? Oost West Lab Besteen blik in het allerheiligste, waar onbevoegden geen toegang hebben... Optische probe voor de oscilloscoopmeet helderheidsvariaties van verlichtingssystemen Het TABULA-project: een updatetangibles met gebruikersfeedback Hoe... de maximale kortsluitstroom berekenenen de juiste zekeringautomaat te kiezen TMS1000-serie microcontrollersvreemde onderdelen Alle begin......hoeft niet zo moeilijk te zijn Developer’s Zonetips & trucs, vakkunstigheden en andere nuttige informatie Leidingen opsporenover het zoeken en vinden van onzichtbare en onderbroken leidingen Review: Joy-IT DMSO2D72 portable 3-in-1 oscilloscoop Doe-het-zelf PC voor het elektronicalabtips voor componentenkeuze en bouw De Elektuur 'Intelekt' schaakcomputer (1981)Tiny Chess-86 geport naar de Intel 8088 PCB-kunstverlegt de grenzen van industriële productie Hexadoku

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in 10 captivating lessons Using the lessons in this book you learn how to program a microcontroller. You’ll be using JAL, a free but extremely powerful programming language for PIC microcontrollers, which enjoys great popularity in the hobby world. Starting out from scratch virtually, you slowly build up the knowledge. No previous knowledge is needed: anyone can get started with this book. Assuming you have absorbed all lessons – meaning you have actually completed all the exercises – you should be confident to write PIC microcontroller programs, as well as read and understand programs written by other people. JAL commands You learn the function of JAL commands such as include, pin, delay, forever loop, while loop, case, exit loop, repeat until, if then, as well as the use of functions, procedures and timer- and port interrupts. JAL programs You make an LED blink, build a time switch, measure a potentiometer’s wiper position, produce sounds, suppress contact bounce, and control the brightness of an LED. And of course you learn to debug, meaning: how to spot and fix errors in your programs. Hardware You learn to recognize various components including the PIC microcontroller, potentiometer and quartz crystal, and how to wire up a PIC microcontroller and effectively link it to your PC. A breadboard is used for the purpose, allowing you to easily modify the component arrangement for further experimenting. The companion software with this book can be downloaded free of charge, including the JAL programming language. In addition, you may order a kit of parts so you don’t have to go shopping for the required components. Especially for a beginner, this is the easiest way to start with this unique pastime. Having finished this book does not mean you are through with your pastime. You can get your hands dirty again, and if desired use other books packed with fun projects using the JAL programming language. More information may be found at the end of the lessons in the chapter "Done! What’s next?""

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Dieses Buch beschäftigt sich mit DC-Elektromotoren und deren Einsatz in Arduino und Raspberry Pi Zero W-Projekten. Das Buch enthält zahlreiche Motorsteuerungsprojekte, wobei jedes Projekt denselben Aufbau besitzt: Projekttitel Beschreibung des Projekts Blockschaltbild Schaltplan Zusammenbau Vollständiges Programmlisting Umfassende Erläuterung des Programms Die Projekte im Buch umfassen die Standard-DC-Motoren, Schrittmotoren, Servomotoren und mobile Roboter. Das Buch richtet sich an Elektronik-Bastler, die Projekte mit dem Arduino Uno oder dem Raspberry Pi Zero W entwickeln und dabei Motoren einsetzen möchten. Ein besonders reizvolles Projekt dieses Buches ist die Fernsteuerung eines mobilen Roboters von einem Mobiltelefon aus mit dem Arduino Uno sowie dem Raspberry Pi Zero W. Dieses Projekt wird sowohl über Wi-Fi als auch über Bluetooth mit dem Handy gesteuert. Die Leser sollten in der Lage sein, einen Roboter vorwärts, rückwärts, links oder rechts zu bewegen, indem sie einfache Befehle vom Mobiltelefon aus senden. Die vollständigen Programmlistings aller Projekte sowie die detaillierten Programmbeschreibungen finden Sie im Buch. Der Leser kann die Projekte Schritt für Schritt nachbauen oder sie an die eigenen Bedürfnisse anpassen.

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An Introduction to RISC-V RISC-V is an Instruction Set Architecture (ISA) that is both free and open. This means that the RISC-V ISA itself does not require a licensing fee, although individual implementations may do so. The RISC-V ISA is curated by a non-profit foundation with no commercial interest in products or services that use it, and it is possible for anyone to submit contributions to the RISC-V specifications. The RISC-V ISA is suitable for applications ranging from embedded microcontrollers to supercomputers. This book will first describe the 32-bit RISC-V ISA, including both the base instruction set as well as the majority of the currently-defined extensions. The book will then describe, in detail, an open-source implementation of the ISA that is intended for embedded control applications. This implementation includes the base instruction set as well as a number of standard extensions. After the description of the CPU design is complete the design is expanded to include memory and some simple I/O. The resulting microcontroller will then be implemented in an affordable FPGA development board (available from Elektor) along with a simple software application so that the reader can investigate the finished design.

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PIC und AVR verstehen In diesem Buch werden wir uns ausschließlich mit 8-Bit-Mikrocontrollern beschäftigen, und zwar mit Mikrocontrollern der 8-Bit-PIC- und der 8-Bit-AVR-Mikrocontroller-Linien. Bei der PIC-Familie handelt es sich dabei um PIC10, PIC12, PIC16 und PIC18; bei der AVR-Familie um ATtiny, ATmega und ATxmega. Die vorgestellten 8-Bit-Chips sind für sehr viele Anwendungen vollkommen ausreichend und preislich auch attraktiv. Durch die Lektüre des Buches erhalten Sie ein fundiertes Wissen über die genannten 8-Bit-Mikrocontroller, über ihre Architektur, ihre Pinbelegungen und über ihre Programmierung. Weil wir uns in diesem Buch mit den Grundlagen der Architektur der PICs und AVRs vertraut machen möchten, werden wir auch für alle PIC- und AVR-Anwendungen Assembler einsetzen, denn die Assembler-Sprache erlaubt es, die Technik im Detail kennenzulernen. Wenn man wirklich wissen möchte, was sich im Mikrocontroller abspielt, greift man zu Assembler. Damit hat man die beste Gelegenheit, sehr nah an den Kern zu kommen. Und wenn man schon einen Mikrocontroller-Typ kennengelernt und verstanden hat, ist es bei dem nächsten deutlich einfacher, auch wenn er von einem anderen Hersteller kommt. Bei anderen Programmiersprachen bleibt die Technik immer ziemlich tief versteckt. Die Assembler-Beispiele sind so einfach gestaltet, dass sie jeder mit den im Buch aufgezeigten Programmiertechniken erstellen kann. Weil es sich um einfache Beispiele handelt, werden wir sie alle auf einer universellen Lochrasterplatine realisieren. Manche sind auch auf einem Experimentier-Breadboard umsetzbar.

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This book covers a series of exciting and fun projects for the Arduino, such as a silent alarm, people sensor, light sensor, motor control, internet and wireless control (using a radio link). Contrary to many free projects on the internet all projects in this book have been extensively tested and are guaranteed to work! You can use it as a projects book and build more than 45 projects for your own use. The clear explanations, schematics, and pictures of each project make this a fun activity. The pictures are taken of a working project, so you know for sure that they are correct. You can combine the projects in this book to make your own projects. To facilitate this, clear explanations are provided on how the project works and why it has been designed the way it has That way you will learn a lot about the project and the parts used, knowledge that you can use in your own projects. Apart from that, the book can be used as a reference guide. Using the index, you can easily locate projects that serve as examples for the C++ commands and Arduino functionality. Even after you’ve built all the projects in this book, it will still be a valuable reference guide to keep next to your PC.

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Practical Projects and Programs With Experimenting with Red Pitaya STEMlab Gen 2, Red Pitaya goes beyond a versatile board. It becomes a powerful laboratory instrument for precision measurement, analysis, and control. From the fundamentals of electronic project development, monitoring, control, and design to testing, this book walks you step-by-step through everything you need to know to harness the full potential of Red Pitaya hardware and software. The book presents real-time, FPGA-based projects that are developed on a PC using the Vivado environment, then transferred to the Red Pitaya for execution and testing. You will learn about enhanced performance, expanded I/O capabilities, improved FPGA features, and advanced connectivity options that open up new frontiers for precision measurement, monitoring, and control in your embedded applications. Inside the book you will discover: A deep dive into Red Pitaya architecture and hardware design Electronic experiments using Red Pitaya for measurement and monitoring Hands-on projects using the Python programming language Practical guidance for FPGA programming using Red Pitaya Red Pitaya FPGA projects using the Verilog HDL under Vivado IDE Practical design of electronic projects including measurement and testing Step-by-step examples that bridge theory and real-world implementation Whether you are designing your own electronic circuits, developing signal analysis tools, or creating real-time control or monitoring systems, this book provides you the knowledge and confidence you need to fully learn and customize the Red Pitaya platform.

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