What Is ADAS (Advanced Driver Assistance Systems)?

What Is ADAS (Advanced Driver Assistance Systems)?

ITS Headlines October 25, 2024 (Friday), Issue 1273 Fog, 9 to 20℃ Motor vehicle restrictions on tail numbers:2 and 7 It is not uncommon for automobile manufacturers to release new cars equipped with “automatic braking as standard equipment” and “lane keeping assistance” features. This driver assistance feature is known as “ADAS”, which stands for “Advanced … Read more

Overview of In-Vehicle Middleware Solutions

Overview of In-Vehicle Middleware Solutions

Introduction In the era of software-defined vehicles, the role of middleware has become increasingly important. As E/E architecture gradually centralizes, the automotive software system has seen a coexistence of multiple operating systems, leading to a sharp increase in system complexity and development costs. To enhance the manageability, portability, configurability, and quality of software, it is … Read more

In-Vehicle Ethernet: ECU Communication Architecture for Autonomous Driving

In-Vehicle Ethernet: ECU Communication Architecture for Autonomous Driving

Follow our official account, click the top right corner of the official account homepage “ ··· ”, set it as a star, and get real-time updates on the latest news in intelligent automotive electronics and software. Source: Yanzhi Intelligent Automotive Author: Yanzhi Follow our official account, click the top right corner of the official account … Read more

Evolution of Autonomous Driving ECU

Evolution of Autonomous Driving ECU

With the transition from traditional fuel vehicles to hybrid and eventually pure electric vehicles, addressing global climate change and achieving carbon neutrality goals, the future of autonomous vehicles cannot be ignored. Today, autonomous driving capabilities are continuously evolving at the vehicle level. The automation levels defined by SAE are shown below: The majority of current … Read more

In-Depth Analysis of Domain Controllers

In-Depth Analysis of Domain Controllers

This article is from Yanzhi Autonomous Driving The intelligent connectivity of automobiles brings a significant increase in information flow, and the automotive electronic and electrical (EE) architecture will undergo an upgrade. This evolution is akin to the changes in the organizational structure of ancient Chinese society, from feudal lords to the five hegemons of the … Read more

Evolution of Vehicle Controller Development Trends in New Electronic Architecture

Evolution of Vehicle Controller Development Trends in New Electronic Architecture

In the New Electronic Architecture, How Does the Development Trend of Vehicle Controllers Evolve? 1. Controller (ECU): The Core of Functional Control, Assisting in Achieving Various Functions The central control hub for functions, processing input signals to achieve functional control. The automotive controller is a key component for implementing overall vehicle functional control, generally composed … Read more

The Potential of Edge AI Computing in Autonomous Vehicles

Autonomous driving is an important application of edge computing, requiring 100-1000 TOPS of Edge AI computing power, which has become an industry barrier due to its high performance and low power consumption. AI computing requires domains to optimize algorithms and data flow architectures. The Moore’s Law is nearing its limits; without the correct algorithms and … Read more

Core Software and Underlying Hardware of Driving Domain Computing Platform Architecture

Core Software and Underlying Hardware of Driving Domain Computing Platform Architecture

Source: GF Securities With the development of intelligent connected vehicles, the number of onboard sensors is increasing, and the improving performance leads to a higher demand for computing power in onboard computing platforms. Compared to lower-level autonomous driving, advanced autonomous driving systems significantly increase the amount of data obtained from sensors, and the effective operation … Read more

MMD-LoRA: Integrating LoRA and Contrastive Learning for Depth Estimation

🫱Click here to join the 16 specialized direction discussion group (🔥Recommended)🫲 Abstract: The authors introduce a Multi-Modality Driven Low-Rank Adaptation (MMD-LoRA) method that utilizes low-rank adaptation matrices to achieve efficient fine-tuning from the source domain to the target domain, addressing the Adverse Condition Depth Estimation (ACDE) problem. It consists of two core components: Prompt-based Domain … Read more

Research on Automotive Sensors

Research on Automotive Sensors

Source: Value Insights 1. Ongoing Upgrades of Automotive Sensors The functions of automotive sensors have evolved from merely perceiving internal systems to also considering the perception of the environment and people. Based on their functions, automotive sensors can be divided into two main categories: environmental perception and body perception sensors. Body perception sensors are responsible … Read more