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| class MagnaCabinArchitecture: """ Magna 模块化座舱监控架构 三层设计: 1. 基础安全: DMS(法规合规) 2. 全座舱感知: OMS+雷达(Euro NCAP 2026) 3. 智能健康: 摄像头健康+VLM(差异化) """ def __init__(self, tier: int = 1): self.tier = tier self.modules = self._configure(tier) def _configure(self, tier: int) -> dict: if tier == 1: return { 'sensors': ['DMS_RGB_IR'], 'features': ['fatigue', 'distraction', 'perclos'], 'alerts': ['visual', 'audio'], 'cost': '$15-30', 'target': '经济型车型' } elif tier == 2: return { 'sensors': ['DMS_RGB_IR', 'OMS_wide', 'cabin_radar'], 'features': ['fatigue', 'distraction', 'cpd', 'occupant_classification', 'seatbelt'], 'alerts': ['visual', 'audio', 'haptic'], 'cost': '$40-80', 'target': '中端车型' } elif tier == 3: return { 'sensors': ['DMS_RGB_IR', 'OMS_wide', 'cabin_radar', 'mic_array', 'UWB', 'seat_pressure'], 'features': ['fatigue', 'distraction', 'cpd', 'occupant', 'health', 'emotion', 'sudden_sickness', 'vlm_intent'], 'alerts': ['visual', 'audio', 'haptic', 'adas_intervention'], 'cost': '$80-150', 'target': '豪华车型' } def upgrade_path(self) -> list: """从当前Tier升级到更高Tier""" paths = [] if self.tier < 3: paths.append(f"Tier {self.tier} → Tier {self.tier+1}") next_arch = MagnaCabinArchitecture(self.tier + 1) paths.append(f" 新增传感器: {set(next_arch.modules['sensors']) - set(self.modules['sensors'])}") paths.append(f" 新增功能: {set(next_arch.modules['features']) - set(self.modules['features'])}") paths.append(f" 成本增加: ~${int(next_arch.modules['cost'].split('-')[1]) - int(self.modules['cost'].split('-')[1])}") return paths
if __name__ == "__main__": for tier in [1, 2, 3]: arch = MagnaCabinArchitecture(tier) print(f"\n=== Tier {tier}: {arch.modules['target']} ===") print(f" 传感器: {arch.modules['sensors']}") print(f" 功能: {arch.modules['features']}") print(f" 告警: {arch.modules['alerts']}") print(f" 成本: {arch.modules['cost']}") if tier < 3: print(f" 升级路径:") for p in arch.upgrade_path(): print(f" {p}")
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