Freelance Technology Writer

Saumitra Jagdale is a Backend Developer, Freelance Technical Author, Global AI Ambassador (SwissCognitive), Open-source Contributor in Python projects, Leader of Tensorflow Community India, and Passionate AI/ML Enthusiast.

Articles 21 - 40
Automotive

Algorithms for Intrusion Detection and Defense Systems Against Cyber Threats in Embedded Devices - Story

November 17, 2021

With the exponential rise in the popularity of embedded systems due to their compact size and efficient performance, the security of embedded systems has become a major concern.

Networking & 5G

Enhancing the Fiber Capacity Via Packet Multiplexing with Time-Sensitive Networking - Blog

November 08, 2021

With the development of 4G LTE networks along with the ramping up of 5G and Ethernet services, the industries are compelled to enhance the RAN transport and access architectures.

Industrial

Time-Sensitive Networking Integrates Information and Operational Technology - Blog

October 29, 2021

Overcoming the shortcomings of the current ethernet-based industrial networks, the CC-Link IE TSN, “Opens the Future of Connected Industries” by adding the advantages of Time-Sensitive Networking along with flexible implementation for various types of equipment.

IoT

Use Mesh Sensor Networks to Overcome Fidelity Issues in Condition Monitoring - Blog

October 25, 2021

Despite the precision in sensor technology, there is always a shortcoming associated with the performance of monitoring systems.

AI & Machine Learning

AI-Based Anomaly Detection Enhances Performance of Industrial Machinery - Blog

October 05, 2021

Apart from lengthy and expensive operational research, factory production can meet its optimal targets by thorough analysis and monitoring of the overall system. Additionally, production workflow is efficient when machinery works at its maximum efficiency without faulty intervals or anomalies.

Analog & Power

Going Energy Efficient with World's Lowest Powered Microcontroller - Blog

October 01, 2021

With developments in embedded technology, numerous high-efficiency MCUs have evolved. As the features and capabilities offered by various microcontrollers increase, their power requirements also increase. Therefore, to design energy-efficient and compact applications using embedded systems, the power consumption of microcontrollers has to be reduced. 

AI & Machine Learning

Voice Recognition Enhances the HMI functions for Hardware to Support Real-Time Contactless Control - Blog

September 28, 2021

Despite the efficiency of wireless design, the human-machine interface could be more advanced with the support of real-time and contactless features. Additionally, the current pandemic should make these contactless systems even more appropriate for operations and functioning. Voice recognition is one such attribute for building an ideal HMI system. 

Analog & Power

Unveiling Ultra-Low Power Operations in NXP's KL3x MCU Family - Blog

September 28, 2021

With IoT and embedded system technology gaining momentum with time, it is necessary for the microcontrollers and other devices to be energy efficient and consume low power. This ensures the optimum performance of the applications and effectively aids in reducing the size of the end products, as it would require smaller powering units. Hence, low power MCUs like the KL3x series prove to be of immense help in developing sophisticated applications with high precision.   

AI & Machine Learning

Enhancing AI Inference through Sparsity Support and Transformer Optimization for Minimizing Latency - Blog

September 16, 2021

AI models have become more complicated in recent times due to the escalating demand for real-time AI applications in various industries. This necessitates the deployment of high-performing, cutting-edge inference systems in an optimal way. TensorRT's latest version addresses these issues by bringing in additional capabilities to provide more enhanced and responsive conversational AI applications to their customers. 

Storage

Compute Express Link(CXL) Interconnects Memory and GPUs for Yielding High Performance - Blog

August 31, 2021

With advancements in cloud computing technology, the architectural memory arrangement of data centers has evolved significantly. To enhance the compute capacity and extensive data processing, there is a need to integrate accelerators that excel at processing specific workloads. Although these devices already connect over PCI Express, the optimization can further improve with the compute express link as it allows heterogeneous processing with various system components.

Open Source

CMSIS 5.8.0 Optimizes the Neural Networks and Signal Processing for Machine Learning Applications - Blog

August 17, 2021

Interfacing compatibility determines the scope of applications for hardware devices and peripherals. CMSIS is one such interfacing standard that allows the integration of software entities from multiple vendors. The recent release of Keil’s MDK-ARM 5.35 highlights the specific update of CMSIS from 5.7.0 to 5.8.0 which is the major component of the development kit.

AI & Machine Learning

Eta Compute’s Low-Power Architecture Offers Long-Lasting AI Vision Workloads on a Single Battery - Blog

August 12, 2021

Designing low-power architectures with intensive computational capacities decides the feasibility of machine learning applications. It comes with the challenge of accommodating high processing power and a more extended battery without compromising the compact form factor. So, Eta Compute’s design technology supports developers with limitless application options while consuming minimal power along with the complete assistance of the Edge Impulse machine learning development platform.

Processing

Bringing Down the Duration of Hardware Design Life Cycle for Compact High Performing Architecture - Blog

August 03, 2021

Hardware needs to be compact for ASICs (Application Specific Integrated Chips) with complex architecture. Alongside, the demand for quick and energy efficient functionalities have shaped the circuit design conventions over time. Sondrel's architecture and design have reduced hardware design life cycles, thus lowering cost and time for deployment. It also accommodates the risk to bespoke technology requirements, ensuring the chip expectations are met from the commercial and technical point of view.

Open Source

Stable Support for ARM Embedded Applications with the Release of Keil MDK-ARM 5.35 - Blog

August 02, 2021

Updates and corrections in the minor version of the development kit propel the overall firmware to a stable build for a flawless deployment. The architecture design of the microcontrollers, along with the compatible software support brings out the optimal performance of the hardware. 

Software & OS

What’s New in Windows 10 IoT Enterprise LTSC 2021 - Story

July 28, 2021

Windows 10 IoT Enterprise LTSC 2021 offers much more features than the previous version of Windows IoT Enterprise. The new features focus on reducing the net cost and enhancing the connectivity and compatibility of the overall IoT ecosystem. 

Processing

Modular Interfacing Ecosystem Provides Wide Range of Options for Dynamic Applications - Blog

July 27, 2021

MicroMod Cards from SparkFun are one of the significant modular interfacing ecosystems. The ecosystem comes with a provision of interchangeable processors and carrier boards, thus allowing rapid prototypes and development for dynamic changes in the projects. The latest MicroMod Teensy processor board enhances the MicroMod applications featuring its Arm Cortex-M7 core.

AI & Machine Learning

Scaling AI Hardware for Smart Vision Applications - Story

July 05, 2021

The hardware components that drive smart vision applications go through a lot of changes during their development lifecycle.

Open Source

Why Raspberry Pi's RP2040 is the Popular Choice for Development Boards - Story

June 26, 2021

Raspberry Pi SBCs are some of today's most popular development board options. Raspberry Pi comes in flavors ranging from the Raspberry Pi 2, 3, and 4 to the Raspberry Pi Zero and Zero W "maker" boards. Now, the Raspberry Pi Foundation has gone a step further by releasing of its very own processor: The RP2040 MCU.

IoT

Edge AI is Overtaking Cloud Computing for Deep Learning Applications - Blog

June 18, 2021

You may have come across various hardware development boards and MCUs, which use Edge AI for processing and computations. However, cloud computing is still a preferred choice for deployment as it is faster and easier to design applications through the cloud platform. But it comes at the cost of latency in data transfer and security issues as the system is prone to network attacks. Hence, Edge AI addresses these issues as it works on the principle of on-device processing to make the system quick and safe.

Debug & Test

PGY-LA-EMBD All-in-One Oscilloscope, Logic, and Protocol Analyzer for Embedded Interfaces - Blog

June 18, 2021

Testing and debugging has always been a tedious phase for engineers in the hardware design life cycle. Finding the issues and backtracking errors consumes a lot of productive time which causes the delay in production. Hence, the concept of capturing and monitoring the electronic signals using a Logic Analyzer solves this issue for a Test Engineer to analyze the hardware design.

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