Autonomous Emergency Braking (AEB), as a core safety function of Advanced Driver-Assistance Systems (ADAS), faces 3 major certification challenges: perception limitations, verification complexity, and human-machine collaboration. This paper systematically analyzes the technical architecture of AEB, including multi-sensor fusion for robust environmental perception, conservative decision-making logic to ensure intervention safety, and Operational Design Domain (ODD) definition for user expectation management. In terms of certification frameworks, the study explores the dual-pillar model based on ISO 26262 Functional Safety (FS) and ISO 21448 Safety of the Intended Functionality (SOTIF), highlighting the shift from regulatory testing to scenario-library-driven virtual validation. For human-machine collaboration, it examines mechanisms for establishing calibrated driver trust through transparent interaction design, and prospects the potential of neuro-symbolic AI in enhancing interpretability and localized innovation for China's complex traffic scenarios. This research provides a systematic reference for the industrial safe deployment of AEB systems.
| 科 Family | 属数 Number of genus | 种数 Number of species | 占总种数比例 Percentage of total species (%) | 属 Genus | 种数 Number of species | 占总种数比例 Percentage of total species (%) |
|---|---|---|---|---|---|---|
| 鹅膏菌科Amanitaceae | 2 | 11 | 5.26 | 鹅膏菌属 Amanita | 10 | 4.78 |
| 小菇科 Mycenaceae | 2 | 12 | 5.74 | 丝盖伞属 Inocybe | 5 | 2.39 |
| 多孔菌科 Polyporaceae | 8 | 14 | 6.70 | 蜡蘑属 Laccaria | 5 | 2.39 |
| 红菇科 Russulaceae | 3 | 23 | 11.00 | 小皮伞属 Marasmius | 6 | 2.87 |
| 小菇属 Mycena | 11 | 5.26 | ||||
| 光柄菇属 Pluteus | 5 | 2.39 | ||||
| 红菇属 Russula | 17 | 8.13 | ||||
| 栓菌属 Trametes | 5 | 2.39 |