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| from enum import Enum from dataclasses import dataclass from typing import Optional import time
class InterventionLevel(Enum): """干预等级""" NONE = 0 ENHANCED_ADAS = 1 ESCALATED_WARNING = 2 CONTROLLED_STOP = 3 EMERGENCY_STOP = 4
@dataclass class DriverState: """驾驶员状态""" gaze_on_road: bool eyes_open: bool responsive: bool hands_on_wheel: bool last_response_time: float
class UnresponsiveDriverIntervention: """ 无响应驾驶员干预系统 Euro NCAP 2026 合规实现 """ def __init__(self): self.gaze_response_timeout = 3.0 self.eyes_closed_threshold = 6.0 self.warning_interval = 15.0 self.current_level = InterventionLevel.NONE self.level_start_time = 0 self.eyes_closed_duration = 0 self.adas_controller = ADASController() self.warning_system = WarningSystem() def update( self, driver_state: DriverState, current_time: float ) -> dict: """ 更新干预状态 Args: driver_state: 驾驶员状态 current_time: 当前时间 Returns: intervention: 干预指令 """ triggers = self._check_triggers(driver_state, current_time) new_level = self._determine_level(triggers, current_time) if new_level != self.current_level: self._transition(new_level, current_time) action = self._execute_intervention(new_level) return { 'level': new_level, 'action': action, 'triggers': triggers } def _check_triggers( self, state: DriverState, current_time: float ) -> dict: """检查触发条件""" triggers = { 'gaze_timeout': False, 'eyes_closed_long': False, 'no_response': False } if not state.gaze_on_road: time_since_response = current_time - state.last_response_time if time_since_response > self.gaze_response_timeout: triggers['gaze_timeout'] = True if not state.eyes_open: self.eyes_closed_duration += 0.1 if self.eyes_closed_duration > self.eyes_closed_threshold: triggers['eyes_closed_long'] = True else: self.eyes_closed_duration = 0 if not state.responsive: triggers['no_response'] = True return triggers def _determine_level( self, triggers: dict, current_time: float ) -> InterventionLevel: """确定干预等级""" if triggers['eyes_closed_long']: return InterventionLevel.EMERGENCY_STOP if triggers['no_response']: return InterventionLevel.CONTROLLED_STOP if triggers['gaze_timeout']: return InterventionLevel.ESCALATED_WARNING return InterventionLevel.ENHANCED_ADAS def _transition( self, new_level: InterventionLevel, current_time: float ): """状态转换""" self.current_level = new_level self.level_start_time = current_time def _execute_intervention( self, level: InterventionLevel ) -> dict: """执行干预动作""" if level == InterventionLevel.NONE: return {'type': 'none'} if level == InterventionLevel.ENHANCED_ADAS: self.adas_controller.set_sensitivity('high') return { 'type': 'enhanced_adas', 'fcw_sensitivity': 'high', 'aeb_threshold': 'reduced' } if level == InterventionLevel.ESCALATED_WARNING: self.warning_system.escalate(['visual', 'audible', 'haptic']) return { 'type': 'escalated_warning', 'modalities': ['visual', 'audible', 'haptic'] } if level == InterventionLevel.CONTROLLED_STOP: self.adas_controller.initiate_controlled_stop() return { 'type': 'controlled_stop', 'target_speed': 0, 'lane_change': 'right', 'hazard_lights': True } if level == InterventionLevel.EMERGENCY_STOP: self.adas_controller.emergency_stop() self.warning_system.call_emergency_services() return { 'type': 'emergency_stop', 'brake_force': 'maximum', 'eCall': True } return {'type': 'unknown'}
class ADASController: """ADAS 控制接口""" def __init__(self): self.fcw_sensitivity = 'normal' self.aeb_threshold = 'standard' def set_sensitivity(self, level: str): self.fcw_sensitivity = level if level == 'high': self.aeb_threshold = 'reduced' def initiate_controlled_stop(self): """受控停车""" pass def emergency_stop(self): """紧急停止""" pass
class WarningSystem: """警告系统""" def escalate(self, modalities: list): """升级警告""" for modality in modalities: if modality == 'visual': self._visual_warning() elif modality == 'audible': self._audible_warning() elif modality == 'haptic': self._haptic_warning() def _visual_warning(self): pass def _audible_warning(self): pass def _haptic_warning(self): pass def call_emergency_services(self): """呼叫紧急服务""" pass
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