The invention discloses an automobile-oriented dynamic electronic fence generation method, which comprises the following steps of: acquiring vehicle information, denoising, mining a
risk area and a resident place, and generating an initial
risk area model with boundary coordinates and risk levels; then,
administrative division and road vector data are fused, a three-dimensional hierarchical fence structure is constructed, and fence boundaries are optimized through a Douglas-Peucker
algorithm and a cubic B-spline function; according to the real-time driving state of the vehicle, the fence
radius is dynamically adjusted through a linear expansion
algorithm, the alarm sensitivity is regulated and controlled in a graded mode, and dynamic fence configuration is generated; and finally,
vehicle positioning is monitored based on a state
machine model, fence switching and boundary
jitter are processed by combining priority arbitration and a
hysteresis comparison mechanism, redundant alarms are filtered through a time sliding window and behavior intention analysis, and an early warning report with a context is generated. According to the invention, dynamic and multi-level management and control of the electronic fence are realized, the accuracy and suitability of vehicle
risk control monitoring are improved, and the
false alarm rate is reduced.