Getting Started With Zephyr: Using GDB To Fix a Driver Bug
In this blog post, I show how to use GDB to debug an issue encountered with a TSL2591 light sensor driver in Zephyr. The fix was submitted and successfully incorporated into The Zephyr Project.
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.
Quaternions and the spatial rotations in motion enabled wearable devices. Exploiting the potential of smart IMUs attitude estimation.
Have you always wondered what a quaternion is? this is your post. Attitude or spatial orientation analysis is a powerful element in wearable devices (and many other systems). Commercially available sensors can provide this information out-of-the-box without requiring complex additional implementation of sensor fusion algorithms. Since these are already on-chip solutions devices can serve as a way to explore and analyze motion in several use cases. Mathematical analysis for processing quaternion is presented along with a brief introduction to them, Although they are not really easy to visualise, a couple fairly simple examples are provided which may allow you to gain some intuition on what's the logic behind them.
Peripheral Interaction Without a Linux Device Driver Using Spidev
Kernel-space drivers are not always necessary; many SPI peripherals can be handled from userspace using spidev. This post shows how to expose an SPI device through the device tree and kernel, wire a Bosch BMP388 to a Toradex Apalis iMX8 Ixora board, and implement a C userspace app that uses ioctl to read the chip ID. Practical tips on SPI settings and logic-analyzer validation are included.
Video-Based STEM Embedded Systems Curriculum, Part 2
Part 2 delivers three ready-to-run lesson plans for a video-based STEM embedded course, starting with Arduino hands-on projects using an Elegoo UNO starter kit and Bryan Vines video walkthroughs that explain the code. It then teaches Fritzing for pictorial and schematic circuit drawings, followed by Collin Cunningham videos that cover resistors, capacitors, transistors, schematics, and other core components. The sequence stresses design, draw, build, test to keep students engaged.
Linear Feedback Shift Registers for the Uninitiated, Part X: Counters and Encoders
Jason Sachs shows how linear feedback shift registers can be practical counters and compact absolute encoders, and why the choice of polynomial matters. He explains using primitive and reducible polynomials to get long but decode-friendly periods, demonstrates a 48-bit example, and lays out a De Bruijn chain-code encoder that turns an extra track into quick absolute resynchronization. Read to learn implementation tradeoffs and decoding strategies.
Unmanned Ground Vehicles - Design Considerations for Snow and Cold Environments
Winter conditions expose UGV weaknesses: snow, ice and extreme cold change traction, sensor performance, batteries and lubrication. This post walks through snow mechanics, ground-pressure tradeoffs for wheels versus tracks, and practical mitigations like heaters, insulation, sensor covers and low-temperature lubricants. If you design autonomous ground systems for cold climates, these engineering checks and referenced studies will help you avoid mission-ending failures.
Basic Sensors for an Autonomous Vehicle
A compact primer on inexpensive sensors you can use to help a small autonomous vehicle sense its surroundings. The post walks through line follower modules, several switch types for bumpers, ultrasonic PING sensors and passive infrared units, with practical notes on mounting and common pitfalls like reversed pins and unreliable returns on rough surfaces.
Motion Sensor with Raspberry Pi and MPU6050 - Part 1
This blog will help you build your own, low cost 3-axis motion sensor using Raspberry Pi and Invensense MPU6050.
Practical protection against dust and water (i.e. IP protection)
Needing IP65 protection while exposing humidity and pressure sensors on a tight $15 budget, Dr Cagri Tanriover hunted for a practical fix. He found that an SHT2x humidity sensor with a microporous filter cap and O-ring provides IP67-level protection, and by matching a pressure sensor that fits the same cap he met and exceeded the IP65 requirement. The post shows a low-cost, component-level workaround.
How to Estimate Encoder Velocity Without Making Stupid Mistakes: Part I
Encoder velocity estimation is easy to get wrong, and Jason Sachs walks through the traps engineers fall into. He demolishes the common advice to time between encoder edges, shows how encoder quantization and state-width errors break that approach, and argues for fixed-rate sampling with sensible filtering for most control uses. Part II will cover more advanced estimators for higher performance needs.
Linear Feedback Shift Registers for the Uninitiated, Part X: Counters and Encoders
Jason Sachs shows how linear feedback shift registers can be practical counters and compact absolute encoders, and why the choice of polynomial matters. He explains using primitive and reducible polynomials to get long but decode-friendly periods, demonstrates a 48-bit example, and lays out a De Bruijn chain-code encoder that turns an extra track into quick absolute resynchronization. Read to learn implementation tradeoffs and decoding strategies.
Unmanned Ground Vehicles - Design Considerations for Snow and Cold Environments
Winter conditions expose UGV weaknesses: snow, ice and extreme cold change traction, sensor performance, batteries and lubrication. This post walks through snow mechanics, ground-pressure tradeoffs for wheels versus tracks, and practical mitigations like heaters, insulation, sensor covers and low-temperature lubricants. If you design autonomous ground systems for cold climates, these engineering checks and referenced studies will help you avoid mission-ending failures.
Video-Based STEM Embedded Systems Curriculum, Part 2
Part 2 delivers three ready-to-run lesson plans for a video-based STEM embedded course, starting with Arduino hands-on projects using an Elegoo UNO starter kit and Bryan Vines video walkthroughs that explain the code. It then teaches Fritzing for pictorial and schematic circuit drawings, followed by Collin Cunningham videos that cover resistors, capacitors, transistors, schematics, and other core components. The sequence stresses design, draw, build, test to keep students engaged.
Getting Started With Zephyr: Using GDB To Fix a Driver Bug
In this blog post, I show how to use GDB to debug an issue encountered with a TSL2591 light sensor driver in Zephyr. The fix was submitted and successfully incorporated into The Zephyr Project.
Peripheral Interaction Without a Linux Device Driver Using Spidev
Kernel-space drivers are not always necessary; many SPI peripherals can be handled from userspace using spidev. This post shows how to expose an SPI device through the device tree and kernel, wire a Bosch BMP388 to a Toradex Apalis iMX8 Ixora board, and implement a C userspace app that uses ioctl to read the chip ID. Practical tips on SPI settings and logic-analyzer validation are included.
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.
Basic Sensors for an Autonomous Vehicle
A compact primer on inexpensive sensors you can use to help a small autonomous vehicle sense its surroundings. The post walks through line follower modules, several switch types for bumpers, ultrasonic PING sensors and passive infrared units, with practical notes on mounting and common pitfalls like reversed pins and unreliable returns on rough surfaces.
Quaternions and the spatial rotations in motion enabled wearable devices. Exploiting the potential of smart IMUs attitude estimation.
Have you always wondered what a quaternion is? this is your post. Attitude or spatial orientation analysis is a powerful element in wearable devices (and many other systems). Commercially available sensors can provide this information out-of-the-box without requiring complex additional implementation of sensor fusion algorithms. Since these are already on-chip solutions devices can serve as a way to explore and analyze motion in several use cases. Mathematical analysis for processing quaternion is presented along with a brief introduction to them, Although they are not really easy to visualise, a couple fairly simple examples are provided which may allow you to gain some intuition on what's the logic behind them.
Motion Sensor with Raspberry Pi and MPU6050 - Part 1
This blog will help you build your own, low cost 3-axis motion sensor using Raspberry Pi and Invensense MPU6050.
How to Estimate Encoder Velocity Without Making Stupid Mistakes: Part I
Encoder velocity estimation is easy to get wrong, and Jason Sachs walks through the traps engineers fall into. He demolishes the common advice to time between encoder edges, shows how encoder quantization and state-width errors break that approach, and argues for fixed-rate sampling with sensible filtering for most control uses. Part II will cover more advanced estimators for higher performance needs.
Linear Feedback Shift Registers for the Uninitiated, Part X: Counters and Encoders
Jason Sachs shows how linear feedback shift registers can be practical counters and compact absolute encoders, and why the choice of polynomial matters. He explains using primitive and reducible polynomials to get long but decode-friendly periods, demonstrates a 48-bit example, and lays out a De Bruijn chain-code encoder that turns an extra track into quick absolute resynchronization. Read to learn implementation tradeoffs and decoding strategies.
Peripheral Interaction Without a Linux Device Driver Using Spidev
Kernel-space drivers are not always necessary; many SPI peripherals can be handled from userspace using spidev. This post shows how to expose an SPI device through the device tree and kernel, wire a Bosch BMP388 to a Toradex Apalis iMX8 Ixora board, and implement a C userspace app that uses ioctl to read the chip ID. Practical tips on SPI settings and logic-analyzer validation are included.
Basic Sensors for an Autonomous Vehicle
A compact primer on inexpensive sensors you can use to help a small autonomous vehicle sense its surroundings. The post walks through line follower modules, several switch types for bumpers, ultrasonic PING sensors and passive infrared units, with practical notes on mounting and common pitfalls like reversed pins and unreliable returns on rough surfaces.
Motion Sensor with Raspberry Pi and MPU6050 - Part 1
This blog will help you build your own, low cost 3-axis motion sensor using Raspberry Pi and Invensense MPU6050.
Quaternions and the spatial rotations in motion enabled wearable devices. Exploiting the potential of smart IMUs attitude estimation.
Have you always wondered what a quaternion is? this is your post. Attitude or spatial orientation analysis is a powerful element in wearable devices (and many other systems). Commercially available sensors can provide this information out-of-the-box without requiring complex additional implementation of sensor fusion algorithms. Since these are already on-chip solutions devices can serve as a way to explore and analyze motion in several use cases. Mathematical analysis for processing quaternion is presented along with a brief introduction to them, Although they are not really easy to visualise, a couple fairly simple examples are provided which may allow you to gain some intuition on what's the logic behind them.
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.
Practical protection against dust and water (i.e. IP protection)
Needing IP65 protection while exposing humidity and pressure sensors on a tight $15 budget, Dr Cagri Tanriover hunted for a practical fix. He found that an SHT2x humidity sensor with a microporous filter cap and O-ring provides IP67-level protection, and by matching a pressure sensor that fits the same cap he met and exceeded the IP65 requirement. The post shows a low-cost, component-level workaround.
Getting Started With Zephyr: Using GDB To Fix a Driver Bug
In this blog post, I show how to use GDB to debug an issue encountered with a TSL2591 light sensor driver in Zephyr. The fix was submitted and successfully incorporated into The Zephyr Project.
Data Validity in Embedded Systems
Real-world sensors and serial links often deliver garbage, and embedded software must recognize and handle invalid inputs before they cause failures. In this post Stephen Friederichs walks through practical validity checks, from simple range tests and sentinel values to hardware status flags and timing checks for stale data. He also outlines safe responses, from graceful degradation to fail-safe shutdowns, so firmware behaves predictably in the unexpected.
