tag: autonomous cars

Faster And Better Floorplanning With ML-Based Macro Placement
By Synopsys - 03 Apr, 2024 - Comments: 0

The chips contained in today’s consumer and commercial electronic products are staggering in size and complexity. The largest devices include central processing units (CPUs), graphics processing units (GPUs), and system-on-chip (SoC) devices that integrate many functions on a single die. Additionally, chips are expanding beyond their traditional borders with multi-die approaches such as 2.5DI... » read more

Next Generation Highly Power-Efficient AI Accelerator (DRP-AI3)
By Renesas - 06 Mar, 2024 - Comments: 0

As the working population decreases due to falling birthrates and a growing proportion of the population being elderly, advanced artificial intelligence (AI) processing, such as recognition of the surrounding environment, decision of actions, and motion control, will be required in various aspects of society, including factories, logistics, medical care, service robots operating in the city, an... » read more

A Safety Island For Safe Use of HPC Devices For Safety-Critical Systems with RISC-V
By Technical Paper Link - 02 Aug, 2023 - Comments: 0

A technical paper titled “Envisioning a Safety Island to Enable HPC Devices in Safety-Critical Domains” was published by researchers at Barcelona Supercomputing Center and Intel. Abstract: "HPC (High Performance Computing) devices increasingly become the only alternative to deliver the performance needed in safety-critical autonomous systems (e.g., autonomous cars, unmanned planes) du... » read more

The Road Ahead For SoCs In Self-Driving Vehicles
By Expedera - 26 Jul, 2023 - Comments: 0

Automakers have relied on a human driver behind the wheel for more than a century. With Level 3 systems in place, the road ahead leads to full autonomy and Level 5 self-driving. However, it’s going to be a long climb. Much of the technology that got the industry to Level 3 will not scale in all the needed dimensions — performance, memory usage, interconnect, chip area, and power consumption... » read more

Automotive Growing In 2023
By Ann Mutschler - 02 Feb, 2023 - Comments: 0

Automotive has to be one of the most fascinating industries where semiconductors and the semiconductor ecosystem are making huge strides. From the evolution of increasingly autonomous vehicles, to more immersive driver and passenger comfort and infotainment experiences, along with additional safety-related features, it’s a rich development environment. I recently had the opportunity to dis... » read more

Why Better Mapping Technology Is Critical To Autonomous Vehicles
By John Koon - 01 Dec, 2022 - Comments: 0

Autonomous cars find the way to their destination using a number of critical technologies, including some version of a global position system and a central brain to interpret that and other data. But many of those technologies are not reliable or accurate enough today, and may not be for years to come. There are numerous reports of vehicles missing their stop, or trucks being guided into all... » read more

Verify Perception Systems Virtually Via Accurate Fog Models
By Ansys - 18 Jul, 2022 - Comments: 0

Under every lighting level and weather condition, cameras must reliably “see” pedestrians and other physical objects ― and trigger an appropriate reaction from critical systems such as braking. This is especially challenging in foggy conditions, which can confuse visual cameras, radar, lidar and other conventional sensor technologies. Thermal imaging represents a potential solution, helpi... » read more

OverlapNet: Loop Closing for LiDAR-based SLAM
By Technical Paper Link - 24 Mar, 2022 - Comments: 0

Abstract: "Simultaneous localization and mapping (SLAM) is a fundamental capability required by most autonomous systems. In this paper, we address the problem of loop closing for SLAM based on 3D laser scans recorded by autonomous cars. Our approach utilizes a deep neural network exploiting different cues generated from LiDAR data for finding loop closures. It estimates an image overlap gene... » read more

Accelerating ISO 26262 Compliance For Semiconductor Projects
By Synopsys - 04 Dec, 2019 - Comments: 0

In recent years, autonomous driving vehicles have become one of the hottest topics in the automotive world. Everyday consumers and electronics professionals are both fascinated by the promise and the risks of autonomous vehicles. Existing automotive semiconductor companies as well as new entrants are making significant investments in this area developing new high performance, feature rich and p... » read more

Challenges To Building Level 5 Automotive Chips
By Ann Mutschler - 05 Sep, 2019 - Comments: 0

It’s an exciting time in the automotive space, and this is especially true when it comes to all of the activity around autonomous driving and the path to achieving full Level 5 autonomy. The technology is complex, the ecosystem seems to get more complex by the day, and simulating autonomous systems safely makes this an extremely fascinating area from an engineering perspective. At the heart o... » read more

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