The present invention discloses a pedal jamming monitoring method for identifying braking intention based on multi-
source data fusion, belonging to the field of automotive braking. S1: Synchronously collect the pressure applied to the
brake pedal, the displacement of the
brake pedal under the applied pressure, the displacement of the accelerator pedal, and the
vehicle acceleration, and obtain the current driving environment information; S2: Calculate the pedal position change rate, the pedal force change rate, the
throttle opening change rate, and the relative
distance ratio between the current vehicle and the vehicle in front; S3: Use a
random forest to generate a preliminary identification intention; S4: Generate a final identification intention; S5: Determine whether there is jamming. By adopting the above-mentioned pedal jamming monitoring method for identifying braking intention based on multi-
source data fusion, through fusing multi-
source data such as
brake pedal displacement, pressure,
throttle state, and environmental parameters, and combining mechanisms such as dual-model decision-making, dynamic threshold adjustment, and multi-rule weighted judgment, the accuracy, real-time performance, and environmental adaptability of brake pedal jamming monitoring are significantly improved.