ALLPCB
5G Deployment and Industry Impact
5G networks have been widely deployed in China for a long time. Although many users still use 4G phones, 5G applications have penetrated various industries, especially those that require high-bandwidth connectivity.5G traffic density is 100 times that of 4G.
Huawei's intelligent driving vehicles have recently attracted attention. They have reached a stage of fully automated assisted driving, but have not achieved full vehicle-to-vehicle and vehicle-to-infrastructure networking across all models; most progress so far involves in-vehicle system algorithms.
Autonomous Driving System Architecture
The core of autonomous driving is based on artificial intelligence technologies, including machine learning, deep learning, and reinforcement learning. The sensor module perceives the vehicle and its surrounding environment, providing high-precision data. The control system module analyzes perception data to make driving decisions and plan routes. Specifically, this module uses deep learning and reinforcement learning algorithms to autonomously plan the optimal driving path based on current road conditions and traffic factors. After decision making, the control system executes actions such as controlling speed, steering, and braking. The overall autonomous driving system also requires efficient communication technologies to ensure fast and stable data transmission between the control center and vehicles.
These algorithms enable automated processing that can respond faster than human drivers.
