This invention belongs to the field of
mine safety monitoring technology, specifically involving an
intelligent management system based on miners' positioning
data processing. The
system includes a wearable precision inertial
measurement device, a multi-
source data fusion gateway, an underground
wireless transmission network, a biomechanical
feature extraction server, a behavioral quality evaluation management platform, and a multi-dimensional early warning terminal. The wearable device collects high-frequency
motion vector data of miners in real time, performs preliminary
noise reduction using the gateway, and the
server establishes a
gait cycle segmentation model to accurately extract
gait feature parameters such as
stride length,
ground contact time interval, and body center of gravity oscillation frequency. This invention realizes a shift from simple spatial location monitoring to in-depth monitoring of biological signals and behavioral quality, filling the monitoring blind spots caused by passive displacement and improving the proactiveness of mine risk early warning and the accuracy of safety supervision.