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Technical white papers
Technical guides and summaries on embedded systems, IoT development, PCB design, and edge AI. Full papers can be read on this site; summary-only entries are labeled before you open them.
15 white papers
Featured white papers

Edge AI
FPGA-Based Edge AI: Accelerating Machine Learning at the Edge
Comprehensive Guide to Hardware-Accelerated Inference with Versal ACAPs, Lattice Avant, and Altera Agilex
45 min readSep 2026
Healthcare IoT
Medical Wearable IoT: Remote Patient Monitoring and Continuous Health Tracking
Engineering Connected Medical Wearables for the FDA 510(k) Pathway: Edge AI, Secure Connectivity and Clinical-Grade Biosensors
55 min readSep 2026
Automotive
Automotive Embedded Systems: AUTOSAR Architecture and ISO 26262 Functional Safety
Comprehensive Guide to Safety-Critical ECU Development, ASIL Compliance, and Software-Defined Vehicle Architecture
50 min readSep 2026
More white papers
15 papers

Edge AI
Edge AI in Industrial IoT: Technical Summary
Implementing On-Device Machine Learning for Real-Time Industrial Applications
Edge AI is revolutionizing industrial IoT by enabling real-time decision-making at the source of data generation. This technical summary outlines the architecture, implementation strategies, and best practices for deploying machine learning models on resource-constrained edge devices in industrial environments.
Technical summarySep 2026
Architecture
RISC-V Revolution: The Future of Embedded Processor Architecture
Technical Summary: RISC-V Adoption, Custom Extensions and Migration Strategies
The RISC-V revolution is no longer a future possibility but a present reality reshaping the semiconductor industry. With RISC-V International reporting over 13 billion cores shipped to date and major adopters including Google, Qualcomm, and Alibaba, the open instruction set architecture has achieved critical mass. This technical summary outlines RISC-V's technical advantages, ecosystem maturity, and strategic implications for embedded system designers.
Technical summarySep 2026
Connectivity
5G and Beyond: Next-Generation Connectivity for Industrial IoT
Technical Summary: 5G NR, RedCap, Private Networks and MEC
5G represents more than an evolutionary step—it's an architectural transformation enabling industrial IoT applications that were previously impractical or impossible. This technical summary outlines the 5G IoT implementation landscape, from understanding URLLC, mMTC, and eMBB service categories to practical module selection, antenna design, and security architecture.
Technical summarySep 2026
PCB Design
AI-Powered PCB Design: Revolutionizing Hardware Development
Machine Learning for Component Placement, Auto-Routing, DRC, and Manufacturing Optimization
Artificial intelligence is fundamentally transforming PCB design, delivering measurable improvements in design velocity, quality, and cost-effectiveness. From component placement optimization using machine learning to reinforcement learning-powered auto-routing, AI capabilities now address bottlenecks throughout the design workflow. Organizations implementing AI-enhanced design tools report shorter design cycles, with results that vary by design type.
Technical summarySep 2026
Connectivity
Smart Home Protocols: Matter, Thread, and Zigbee Implementation Guide
Complete Technical Reference for Building Interoperable Smart Home Devices in the $150B Connected Home Market
The smart home market is projected to reach $150 billion by 2028, with interoperability emerging as the primary driver of consumer adoption and developer investment. Matter 1.0, launched in October 2022 and now evolved to Matter 1.5 with camera, closure and energy management support, represents the industry's unified answer to protocol fragmentation. This comprehensive implementation guide provides engineers with the technical depth required to design, develop, and certify devices across Matter, Thread, and Zigbee protocols, covering everything from PHY-layer fundamentals to application-level interoperability.
45 min readSep 2026
Firmware
RTOS Selection Guide: Zephyr vs FreeRTOS for Modern Embedded Systems
Comprehensive Technical Comparison for IoT, Industrial, and Safety-Critical Applications in 2025
Selecting the right RTOS is among the most consequential architectural decisions in embedded system design, impacting development velocity, long-term maintainability, and product differentiation. FreeRTOS is used by about 38% of embedded developers (Aspencore 2024) with its proven simplicity, MIT license flexibility, and mature AWS IoT integration native to ESP32 and STM32 platforms. Meanwhile, Zephyr has emerged as the fastest-growing RTOS ecosystem with Linux Foundation backing, support for 600+ boards, Nordic/Intel strategic partnerships, and an aggressive safety certification roadmap targeting IEC 61508 SIL 3. This comprehensive guide provides quantitative benchmarks across memory footprint, context switch latency, and interrupt response time, plus architectural deep-dives into devicetree/Kconfig configuration, cloud integration patterns, and decision frameworks to help engineering teams make informed RTOS selections for IoT, industrial, and safety-critical applications.
45 min readSep 2026
Industrial IoT
Industrial Automation and Industry 4.0: Smart Factory Implementation Guide
From Legacy Systems to Intelligent Manufacturing: IIoT Integration, Digital Twins, and Secure OT/IT Convergence
The Industrial IoT market is projected to grow from $198B in 2024 to $286B by 2028 at a 9.6% CAGR, fundamentally transforming manufacturing operations worldwide. This comprehensive guide provides a practical roadmap for implementing Industry 4.0 technologies, from integrating legacy brownfield systems to deploying AI-powered predictive maintenance and digital twins. We address the critical challenges of OT/IT convergence, IEC 62443 cybersecurity compliance, and illustrate how to build the ROI case with a worked composite scenario.
45 min readSep 2026
PCB Design
PCB Design for High-Speed Digital Interfaces
DDR4/DDR5, PCIe Gen4/5, and USB4 Layout Best Practices
High-speed digital interfaces demand precise PCB design to maintain signal integrity and meet timing requirements. This technical guide provides detailed layout guidelines for DDR4/DDR5 memory interfaces, PCIe Gen4/5 lanes, and USB4 connections, including impedance calculations, via optimization, and EMI mitigation strategies.
Technical summarySep 2026
Security
IoT Security: From Secure Boot to OTA Updates
Implementing End-to-End Security for Connected Devices
IoT device security requires a defense-in-depth approach spanning hardware, firmware, and cloud connectivity. This guide covers the complete security lifecycle from hardware root of trust implementation to secure over-the-air update mechanisms, with practical implementation guidance for embedded systems.
Technical summarySep 2026
Compliance
Medical Device Compliance: FDA QMSR (21 CFR 820) & ISO 13485
A Technical Summary of Regulatory Requirements for Connected Medical Devices
Developing connected medical devices requires navigating complex regulatory frameworks including FDA 21 CFR Part 820, ISO 13485, and IEC 62304. Since 2 February 2026 the FDA's Quality Management System Regulation (QMSR) incorporates ISO 13485:2016 by reference. This guide provides a roadmap for compliance, covering design controls, risk management, software validation, and the emerging cybersecurity requirements that are reshaping medical device development.
Technical summarySep 2026
Wearables
Sensor Fusion Techniques for Wearable Devices
Combining IMU, PPG, and Environmental Sensors for Accurate Health Monitoring
Modern wearable devices combine multiple sensors to achieve accurate health monitoring while minimizing power consumption. This guide explores sensor fusion algorithms including Kalman filtering and complementary filters, with practical implementation guidance for combining IMU, PPG, and environmental sensor data.
Technical summarySep 2026
Architecture
ARM vs RISC-V: Choosing the Right Architecture
A Technical Summary for Embedded Systems Design
The choice between ARM and RISC-V architectures has significant implications for embedded system design. This comparison guide analyzes both architectures across performance, power efficiency, ecosystem maturity, toolchain support, and total cost of ownership to help engineers make informed decisions.
Technical summarySep 2026
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