Expanding automated speed enforcement in British Columbia, Canada: opportunities and barriers, with cross-country comparisons to Victoria, Australia

Engineering notes

Key topics: autonomous driving, radar, perception. See the paper for implementation details and experimental results.

Chinese explanation / 中文解读

中文解读待补充：本站会优先为端到端自动驾驶、BEV感知、3D目标检测、轨迹预测、路径规划、LiDAR感知等高价值论文补充中文说明。

Original abstract

OBJECTIVE: To examine opportunities and barriers to strengthening automated speed enforcement (ASE) in British Columbia, Canada, through a qualitative comparative analysis with Victoria, Australia - a socio-demographically similar jurisdiction with a scaled and stable ASE program, in contrast to British Columbia's limited and politically fragile one. METHODS: = 14), including representatives from government, insurers, public health, and police. Interview data were analyzed using abductive thematic analysis. RESULTS: Four interrelated themes were identified: (1) the legacy of British Columbia's mis-implemented 1990s Photo Radar program continues to drive political caution and a "light-touch" approach to ASE; (2) despite strong support among road safety partners, provincial legislation tightly constrains ASE expansion in British Columbia; (3) pluralistic ignorance and a vocal minority contribute to perceptions of ASE as politically "radioactive" in British Columbia, while Victoria's intentionally "bulletproof", highly transparent program is viewed as institutionally embedded; and (4) equity concerns emerged in both settings but differed in emphasis. CONCLUSIONS: Strengthening ASE in British Columbia requires more than evidence of effectiveness. The comparison with Victoria, where ASE is scaled, transparent and institutionally embedded, indicates that legislative reform, improved transparency, active communication of public opinion, and explicit attention to equity are needed to position ASE as a stable and legitimate intervention.

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