On hardware state machines: How to write a simple MAC controller using the RP2040 PIOs
Hardware state machines are nice, and the RP2040 has two blocks with up to four machines each. Their instruction set is limited, but powerful, and they can execute an instruction per cycle, pushing and popping from their FIFOs and shifting bytes in and out. The Raspberry Pi Pico does not have an Ethernet connection, but there are many PHY boards available… take a LAN8720 board and connect it to the Pico; you’re done. The firmware ? Introducing Mongoose…
Graphical medicine
Although an appealing user interface is a good option for any device, in medical applications it can be a life saver.
Pay it Forward
A popular car bumper sticker reads, "If you can read this, thank a teacher!" I might say, "If you can read THIS (article on Embedded Related), then you've been blessed with great experiences and/or great educators or volunteers that got you excited about tech and helped you believe that you had a future in this field!" Why not pay it forward by helping other children have those same great experiences? As we enter another season of giving, I hope you consider doing what you can to support the hundreds or thousands of non-profit organizations, educators, and volunteers around the world who are getting kids excited about tech the same way YOU got excited about tech. In this article, I'll share with you a handful of organizations that I know of or donate to that have this mission. How do you like to give back?
Zephyr: West Manifest For Application Development
In this blog post, I show a simpler way to create custom West manifest files. This technique eliminates the need to duplicate the complex West manifest from upstream Zephyr. I also show how we can use the West manifest to include out-of-tree board and SoC definitions, and include our own out-of-tree drivers.
What is “real time”?
The post clarifies the technical meaning of “real time” for embedded systems and contrasts it with the colloquial sense of immediacy. It presents a precise definition: a real-time system’s correctness depends on both logical results and the time at which those results are produced, so missing timing constraints constitutes failure. The article emphasizes determinism — low variance in operation timing — as the key property of real-time systems, and contrasts classic RTOS behavior with general-purpose Linux’s higher timing variance. It also notes that raw CPU overprovisioning can mask nondeterminism in some designs, but is not always practical, reinforcing that real time means predictable timing sufficient for the application, not simply “fast.”
Simulating Your Embedded Project on Your Computer (Part 2)
Having a simulation of your embedded project is like having a superpower that improves the quality and pace of your development ten times over! To be useful, though, it can't take longer to develop the simulation than it takes to develop the application code and for many simulation techniques "the juice isn't worth the squeeze"! In the last article, I showed you how to use the terminal (i.e. printf/getchar) to easily make a completely functional simulation. In this article, we'll take simulation to the next level, either in terms of realism (by using virtual hardware) or in terms of user experience (by using a GUI to simulate our hardware, instead of using the terminal).
Blocking == Technical Debt
Blocking code in embedded systems trades quick development for long-term pain, effectively becoming technical debt. This post shows how blocking in Arduino examples and traditional RTOS threads hard-codes sequences and timing, making change and extension expensive. It contrasts blocking kernels with preemptive non-blocking approaches and recommends event-driven Active Objects and frameworks like QP as more scalable alternatives.
In TCL FPGA Wizards Trust
In TCL FPGA wizards trust. The best way to learn TCL is exposure therapy which we will be doing here using two examples: One for creation of a project with synthesis and implementation steps and another for simulation.
How 5G impacts future IoT development
The Internet of Things (IoT) applications are ubiquitous today. IoT is used in almost every industrial, commercial, and consumer market segment, including autonomous driving, smart factories, automation and preventive maintenance, smart homes, smart cities, security, asset tracking, supply chain management, agriculture, farming, healthcare, smart medicine and remote surgery, augmented reality applications, activity monitoring, and more. The three most promising uses of IoT are smart manufacturing, autonomous driving, and healthcare, particularly remote surgery.
Product quality: belief or proof?
Embedded software development is a challenging activity, so it is essential to have tools and IP that is of the best quality. However, assessing that quality can be, in itself, a challenge.
Important Programming Concepts (Even on Embedded Systems) Part V: State Machines
State machines are not glamorous, but they solve a lot of real embedded problems. Jason Sachs uses a motorized couch example to show how FSMs and Harel statecharts expose corner cases, simplify timing constraints, and make behavior easier to specify and review. The article walks through hand-rolled switches, tabular implementations, the state pattern, libraries like QP and Boost, and tool tradeoffs.
You Don't Need an RTOS (Part 2)
In this second article, we'll tweak the simple superloop in three critical ways that will improve it's worst-case response time (WCRT) to be nearly as good as a preemptive RTOS ("real-time operating system"). We'll do this by adding task priorities, interrupts, and finite state machines. Additionally, we'll discuss how to incorporate a sleep mode when there's no work to be done and I'll also share with you a different variation on the superloop that can help schedule even the toughest of task sets.
Round Round Get Around: Why Fixed-Point Right-Shifts Are Just Fine
Jason Sachs explains why, in most embedded systems, simple bitwise right-shifts are an acceptable way to do fixed-point division rather than paying the runtime cost to round. He shows the cheap trick of adding 2^(N-1) to implement round-to-nearest, explains unbiased "round-to-even" issues, and compares arithmetic error to much larger ADC and sensor errors. The takeaway: save cycles unless your algorithm or inputs require extra precision.
How FPGAs work, and why you'll buy one
Yossi Kreinin argues that FPGAs are no longer just programmable gate arrays, they are becoming a mainstream programmable acceleration and I/O platform. The article explains how modern FPGAs pair a sea of LUTs and switch boxes with DSP slices, RAMs, and hard CPUs to deliver massive parallelism, deterministic timing, and surprising energy efficiency, and it includes a readable Verilog convolution example to show how this works in practice.
Discrete-Time PLLs, Part 1: Basics
In this series of tutorials on discrete-time PLLs we will be focusing on Phase-Locked Loops that can be implemented in discrete-time signal proessors such as FPGAs, DSPs and of course, MATLAB.
GNU Linker Scripts. Part 1. .data, .bss, and the Startup Contract
Before your first line of C code executes, your system must establish a vital memory contract. Discover how the GNU Linker manages the transition from power-on to a ready-to-run state by deconstructing the roles of .data and .bss sections. Learn how to map Virtual and Load Memory Addresses effectively and decode the startup routines that initialize your global variables. By mastering these fundamental linker script mechanics, you gain total control over your embedded application's memory layout and ensure your startup code performs reliably every time.
How to Deploy Local LLMs for Embedded Software Development: Terminology and Motivation
In this blog post series, I walk you through creating a fully local, offline AI pipeline. In this first post, I outline the motivation and relevant terminology that are important before we dive into hardware selection and implementation of the pipeline.
Getting Started With Zephyr: West Manifest Customization
Create a reproducible Zephyr development baseline by customizing a West manifest, so your team avoids surprises from upstream changes. This post walks through forking Zephyr and MCUBoot when you need local changes, adapting Nordic Semiconductor's west.yml as a template, and updating remotes and defaults to point at your forks. Finish by running west init -m
Welcoming MANY New Bloggers!
A big influx of new voices just joined DSPRelated, and Stephane Boucher introduces the growing roster of contributors and their backgrounds. The post lists dozens of newly approved bloggers, highlights the range of DSP and embedded expertise they bring, and asks readers to leave constructive feedback on posts. It also explains why some applicants may not have been accepted yet and how to apply properly.
Learning A New Microcontroller
Learning a new microcontroller becomes manageable with a repeatable, stepwise process that focuses on common peripherals, tools, and example programs. This post lays out hands-on exercises from blinky and UART echoes through I2C/SPI, PWM and ADC to DMA and RTOS variations, and shows how to evolve prototype code into reusable HAL and OSAL layers. Practical tips cover hardware setup, logic analyzers, and keeping an engineering notebook.
Ten Little Algorithms, Part 1: Russian Peasant Multiplication
Jason Sachs revisits a centuries-old multiplication trick and shows why it still matters. He lays out Russian Peasant Multiplication with simple Python code, then reveals how the same shift-and-add pattern maps to GF(2) polynomial arithmetic and to exponentiation by squaring. The post mixes historical context with practical bitwise techniques that are useful for embedded and low-level math work.
Data Hiding in C
You can get C++-style data hiding in plain ANSI C, Stephen Friederichs demonstrates how with a FIFO stack example. He shows opaque pointer typedefs to hide struct layouts, const-qualified handles to catch accidental writes, static file-local functions for private helpers, and a canary field to detect tampering. The pattern keeps the public header stable while letting you change implementations behind the scenes.
VHDL tutorial - A practical example - part 1 - Hardware
Gene Breniman walks through a practical CPLD-based data acquisition engine built for a low-power handheld instrument, focusing on hardware choices, signal flow, and pin assignments. The article explains component selection including a PCM1870 ADC, CY14B101Q2 serial nvSRAM, and an XC2C64A CPLD, and shows how the CPLD acts as an SPI sequencer and I2S clock master while minimizing microcontroller pins and power draw.
Implementing State Machines
Stephen walks through a practical state machine example using a dish-washing analogy to expose common implementation pitfalls and fixes. Starting from a straightforward superloop design he shows how blocking loops, global state, and interrupt races can break behavior, then refactors the code to use scoped enums, non-blocking state actions, and a simple interrupt flag to make embedded state machines safer and more maintainable.
Introduction to Microcontrollers - Buttons and Bouncing
Mechanical buttons lie to your microcontroller, producing bounces and occasional noise that look like multiple presses. Mike Silva walks through practical ways to represent buttons, simple and robust software debounce strategies, and how to convert states into single-use events. The post includes ready-to-use C patterns: N-sample filters, shift-accumulator filtering, per-button data structures, and keypad debouncing examples.
Skills For Embedded Systems Software Developers
Embedded development demands a broad, practical skillset, and this post lays out the core knowledge employers expect across software, hardware, and tooling. It highlights essential languages like C, low-level concepts such as interrupts and RTOS, plus hardware skills like debugging with JTAG and using oscilloscopes. You also get realistic timelines, hands on study advice, and resource pointers to build a portfolio that proves you can ship reliable firmware.
Round Round Get Around: Why Fixed-Point Right-Shifts Are Just Fine
Jason Sachs explains why, in most embedded systems, simple bitwise right-shifts are an acceptable way to do fixed-point division rather than paying the runtime cost to round. He shows the cheap trick of adding 2^(N-1) to implement round-to-nearest, explains unbiased "round-to-even" issues, and compares arithmetic error to much larger ADC and sensor errors. The takeaway: save cycles unless your algorithm or inputs require extra precision.
Learning Rust For Embedded Systems
Rust eliminates whole classes of memory and concurrency bugs, making it a compelling choice for embedded projects, and the author recommends it for the VolksEEG project after a rapid evaluation. The post connects Rust fundamentals such as ownership and borrowing, RAII, traits, and unsafe blocks to familiar embedded patterns. It also provides a curated on-ramp of videos, books, and tools like Cargo, RTIC, and probe-rs to get hands-on quickly.
Linear Feedback Shift Registers for the Uninitiated, Part I: Ex-Pralite Monks and Finite Fields
Jason Sachs demystifies linear feedback shift registers with a practical, bitwise view and the algebra that explains why they work. Readable examples compare Fibonacci and Galois implementations, show a simple software implementation, and reveal the correspondence between N-bit Galois LFSRs and GF(2^N) so you can pick taps and reason about maximal-length pseudorandom sequences.
++i and i++ : what’s the difference?
Although the ++ and -- operators are well known, there are facets of their operation and implementation that are less familiar to many developers.
Best Embedded Systems pdf Documents Out There
Sifting through millions of embedded systems PDFs online is tedious and most documents are low-value. Stephane Boucher asks the community to crowdsource a curated directory of the best PDFs, explains submission and approval rules, and offers cash incentives to motivate contributions. Submissions must reach a +5 rating by partner members to be approved, and initial pending submissions are limited to five to prevent abuse.
New Discussion Group for Users of TI ARM based MCUs
A new discussion group is opening up for engineers working with TI’s ARM-based microcontrollers. Stephane Boucher is inviting users to subscribe, with moderation in place to help keep spam under control, and notes that the group may take a little time to gain momentum before the useful conversations really start flowing.
New TI MCU Resource Center
EmbeddedRelated has launched a new TI MCU Resource Center, giving engineers a dedicated place to follow Texas Instruments’ latest MCU videos and articles. Stephane Boucher says TI will keep the section updated regularly, and the link is now available in the site’s main menu. It is a simple announcement, but one that could make tracking TI’s MCU news much easier.
Blogs Section Now Online!
EmbeddedRelated’s blog section is now live, and Stephane Boucher is lining up 10 embedded systems experts to start publishing soon. He explains how he recruited the contributors, what still needs to be set up, and invites readers to suggest improvements for the new section. If you follow embedded systems or DSPs, this is the start of a new community content push.
