Impacting range and performance, antenna selection and placement are key design considerations for Internet of Things (IoT) device manufacturers. This article reviews the most widely used IoT antennas and discusses their application-specific functions. It also highlights optimal design and placement strategies, offering detailed guidelines for each antenna type. Range and frequency requirements Range and frequency […]
What are the different MLPerf benchmarks from MLCommons?
Formulated and managed by MLCommons, MLPerf benchmarks measure key operational parameters of artificial intelligence (AI) accelerators across multiple industries. These standardized metrics help semiconductor companies optimize performance and support the development of efficient AI chip designs. This article discusses MLPerf’s crucial role in facilitating comprehensive benchmark testing for tiny and edge computing systems while scaling […]
Accelerating high-performance AI workloads with photonic chips
Artificial intelligence (AI) and machine learning (ML) continue to push the limits of conventional semiconductor architectures. To increase speeds, lower latency, and optimize power consumption for high-performance workloads, semiconductor companies and research institutions are developing advanced photonic chips that operate on the principles of light rather than electrical currents. This article discusses the limitations of […]
How to minimize design cycles for AI accelerators with advanced DFT and silicon bring-up
Design for testability (DFT) embeds testable features into an integrated circuit (IC) during design, while silicon bring-up initiates chip evaluation and debugging. Streamlining these sequential processes minimizes design cycles and shortens time-to-market (TTM) for advanced artificial intelligence (AI) accelerators. This article explores the complexities of AI chip design and outlines strategies for optimizing DFT and […]
How to test IoT device wireless capabilities
Testing the wireless capabilities of IoT devices before production helps ensure reliable connectivity, optimal performance, and seamless integration across a wide range of applications. This article reviews key IoT wireless parameters and highlights Wi-Fi, 5G, and Bluetooth LE testing priorities. It also discusses how wireless testing supports optimal LPWAN and ZigBee IoT device functionality. Analyzing […]
How to integrate theft-prevention tracking capabilities in IoT devices
Microcontrollers and wireless modules combine to add connectivity and theft-prevention features to IoT devices for automotive, industrial, medical, and smart-home use. Many original equipment manufacturers (OEMs) integrate theft-prevention tracking capabilities into their IoT devices. This article reviews key trade-offs and considerations for selecting wireless tracking technologies and highlights the crucial role microcontroller units (MCUs) play […]
