Embedded Archives - Page 3 of 96 - SmartCitiesElectronics.com

Renesas introduces 64-bit RZ/G3E MPU for high-performance HMI systems

Tue, Jul 29, 2025

Renesas has announced the launch of its new 64-bit RZ/G3E microprocessor (MPU), a general-purpose device optimised for high-performance Human Machine Interface (HMI) applications. Combining a quad-core Arm® Cortex-A55 running at up to 1.8GHz with a Neural Processing Unit (NPU), the RZ/G3E brings high-performance edge computing with AI inference for faster, more efficient local processing. With Full HD graphics support and high-speed connectivity, the MPU targets HMI systems for industrial and consumer segments including factory equipment, medical monitors, retail terminals and building automation.

At the heart of the RZ/G3E is a quad-core Arm Cortex-A55, a Cortex-M33 core, and the Ethos-U55 NPU for AI tasks. This architecture efficiently runs AI applications such as image classification, object recognition, voice recognition and anomaly detection while minimising CPU load. Designed for HMI applications, it delivers smooth Full HD (1920×1080) video at 60fps on two independent displays, with output interfaces including LVDS (dual-link), MIPI-DSI, and parallel RGB. A MIPI-CSI camera interface is also available for video input and sensing applications.

The RZ/G3E is equipped with a range of high-speed communication interfaces essential for edge devices. These include PCI Express 3.0 (2 lanes) for up to 8Gbps, USB 3.2 Gen2 for fast 10Gbps data transfer, and dual-channel Gigabit Ethernet for seamless connectivity with cloud services, storage, and 5G modules.

Starting with the third-generation RZ/G3S, the RZ/G series includes advanced power management features to significantly reduce standby power. The RZ/G3E maintains sub-CPU operation and peripheral functions while achieving low power consumption around 50mW and around 1mW in deep standby mode. It supports DDR self-refresh mode to retain memory data, enabling quick wake-up from deep standby for running Linux applications.

Renesas continues to offer the Verified Linux Package (VLP) based on the reliable Civil Infrastructure Platform, with over 10 years of maintenance support. For users requiring the latest versions, Renesas provides Linux BSP Plus, including support for the latest LTS Linux kernel and Yocto. Ubuntu by Canonical and Debian open-source OS are also available for server or desktop Linux environments.

Renesas has also introduced system-on-module (SoM) solutions featuring the RZ/G3E. A broad range of SoM solutions will be available from Renesas’ ecosystem partners such as a SMARC module from Tria, an OSM (Size-M) from ARIES Embedded, and an OSM (Size-L) from MXT.

https://www.renesas.com/rzg3e

> Read More

Adlink launches cExpress-R8 a compact solution to Demanding Industrial Workloads

Tue, Jul 22, 2025

Adlink has introduced the cExpress-R8, a COM Express COM.0 R3.1 Type 6 Compact module powered by AMD Ryzen Embedded 8000 Series processors (8845HS, 8840U, 8645HS, 8640U). Engineered for the demands of modern smart industrial applications, it delivers an advanced integration of high-performance and energy-efficient design. This module ignites mission-critical AI capabilities, accelerated edge computing, and advanced graphics performance.

Pushing the limits of edge performance, Adlink’s cExpress-R8 combines up to 8 “Zen 4” cores and 16 threads with integrated AMD RDNA 3 graphics and an XDNA NPU, delivering up to 40 TOPS. The cExpress-R8 fuels power-efficient AI inferencing and fast decision-making across machine vision, robotics, medical imaging, infotainment, and intelligent human-machine systems. With XDNA architecture, performance-per-watt efficiency is optimised, delivering advanced AI processing, and enabling more complex AI workloads without a significant spike in energy demands.

To guarantee real-time processing, the cExpress-R8 supports up to 96GB of DDR5 memory at 5600 MT/s, with both ECC and non-ECC options available. ECC acts as a watchdog, detecting and correcting errors in environments, where failure isn’t an option, whether in mission-critical applications, gaming, transportation, and POS (Point of Sale)/POI (Point of Information) systems.

With support for up to four displays, DP, eDP, HDMI, LVDS, and VGA interfaces. VGA and eDP outputs are available as optional features, allowing flexible visual configurations to meet edge computing demands. Combined with scalable performance, power, and graphics configurations, the cExpress-R8 is well-suited for a diverse range of edge applications. With 10-year product availability, it ensures long-term design stability and lifecycle alignment for system integrator roadmaps.

Adlink’s cExpress development kits, including reference carriers and full I/O support, will be available in Q4 of 2025 to help you accelerate prototyping and simplify system integration.

https://www.adlinktech.com

> Read More

Virtium launches industry’s first SOM to include on-board hardware AI accelerator chip

Thu, Jun 26, 2025

Virtium Embedded Artists has announced the launch of the iMX8M Mini DX-M1, a system-on-module (SOM) which integrates a quad-core application processor and a 25 TOPS AI hardware accelerator chip with associated memory on a board with a compact 82mm x 50mm footprint.

By integrating a DEEPX DX-M1 AI accelerator into the SOM, Virtium Embedded Artists eliminates the need for embedded device manufacturers that want to implement AI functions to plug a discrete AI processor module into their system. This provides multiple benefits to OEMs and designers, including board space savings, simplified systems design, streamlined bill-of-materials, and faster time-to-market.

The new Virtium Embedded Artists SOM is based on the i.MX 8M Mini from NXP Semiconductors, an application processor which features four 1.6GHz/1.8GHz Arm® Cortex®-A53 CPU cores backed by 2GB of LPDDR4 memory, as well as a 400MHz Cortex-M4 controller core. The i.MX 8M Mini provides strong support for video and imaging applications thanks to its video engine with 1080p codec, 2D/3D graphics engine, and 4-lane MIPI-DSI interface, as well as a Gigabit Ethernet interface.

Working in tandem with the DEEPX DX-M1 NPU, the i.MX 8M provides the image processing capability required to support AI-enabled vision systems used in popular and emerging vision applications. These include:
• Drones
• Security and surveillance
• Automated inspection and monitoring
• Transportation
• MedTech
• AgTech

The DX-M1, a high-performance AI accelerator, provides 25 TOPS of throughput at an average power consumption of 5W, making the SOM ideal for power-constrained edge computing applications. In this new Virtium Embedded Artists implementation, the SOM provides 4GB of LPDDR5 memory for the AI processor accessed via a 64-bit, 4-channel data bus. This enables the DX-M1 to run multiple AI models concurrently without performance degradation.

Virtium Embedded Artists supplies the iMX8M Mini DX-M1 SOM in two versions: one with the DEEPX AI accelerator and i.MX 8M Mini processor, and one with the i.MX 8M Mini alone. This allows OEMs to easily scale up embedded computer systems based on the i.MX 8M Mini to also provide vision AI capabilities without altering their carrier board design.
Each of the two versions of the SOM is available with a 1.8GHz i.MX 8M Mini, for operation at temperatures between 0°C and 70°C, or with a 1.6GHz i.MX 8M Mini with an operating-temperature range of -40°C to 85°C.

Alongside the iMX8M Mini DX-M1 hardware, Virtium Embedded Artists provides a full technical support service. It also supplies the DEEPX iM8 Mini AI Kit, which includes reference design implementations for key interfaces. Virtium Embedded Artists provides pre-designed standard carrier boards to ease integration into customers’ designs.

https://www.embeddedartists.com

> Read More

Microchip enhances their digital signal controller lineup

Wed, Jun 18, 2025

Evolving security and functional safety demands, coupled with the growing complexity of real-time embedded applications, are driving designers to seek innovative solutions that deliver greater accuracy, improved reliability and compliance with industry standards. To address these challenges, Microchip Technology has added the dsPIC33AK512MPS512 and dsPIC33AK512MC510 Digital Signal Controller (DSC) families to its dsPIC33A DSC product line. The devices enable the implementation of computation-intensive control algorithms for improved energy efficiency in motor control, AI server power supplies, energy storage systems and complex sensor signal processing with Machine Learning (ML)-based inferencing.

The dsPIC33AK512MPS family delivers precise, high-speed control through 78 ps high-resolution Pulse Width Modulations (PWMs) and low-latency 40 Msps ADCs, enabling fast and accurate control loops essential for optimising the performance of Silicon Carbide (SiC) and Gallium Nitride (GaN)-based DC-DC converters. Additionally, dsPIC33AK512MPS devices include advanced security features, an integrated touch controller and a high pin count of up to 128 pins. The dsPIC33AK512MC family is designed to offer low-latency, 40 Msps ADCs and 1.25 ns PWM resolution, providing a feature- and cost-optimised solution for multi-motor control and complex embedded applications.

The dsPIC33A DSC families, with up to 512 KB Flash and a rich peripheral set, integrate a double precision floating-point unit to accelerate mathematical computations and leverage a 32-bit architecture for seamless adoption of model-based design code. Their enhanced instruction set and Digital Signal Processing (DSP) capabilities, including single-cycle MAC operations and a 200 MHz core speed, make these devices highly efficient for low-latency, real-time control applications. Supported by MPLAB Machine Learning Development Suite, dsPIC33A devices streamline the ML workflow by automating data preparation, feature extraction, training, validation and firmware conversion of optimized models.

With a range of hardware safety features, dsPIC33AK512MPS/MC DSCs are compliant with functional safety standards and are developed in accordance with International Organisation for Standardisation (ISO) 26262 and International Electrotechnical Commission (IEC) 61508 processes, making them suitable for safety-critical automotive and industrial applications. To further enhance system-level security, the dsPIC33AK512MPS DSC family includes integrated crypto accelerators and a Flash security module, enabling immutable root of trust, secure boot, secure firmware upgrades and secure debug capabilities.

https://www.microchip.com

> Read More

Renesas introduces 64-bit RZ/G3E MPU for high-performance HMI systems

Adlink launches cExpress-R8 a compact solution to Demanding Industrial Workloads

Virtium launches industry’s first SOM to include on-board hardware AI accelerator chip

Microchip enhances their digital signal controller lineup

About Smart Cities