The invention provides a miner safety
early warning system based on UWB and AI cameras, and relates to the technical field of
mine safety, the miner safety
early warning system comprises a positioning module, a
video monitoring and analysis module, a data fusion and
processing module and an early warning and communication module, the positioning module is composed of a plurality of UWB base stations arranged in a mine and UWB positioning cards worn by miners, and the
video monitoring and analysis module is connected with the early warning and communication module. The
centimeter-level real-time positioning of miners is realized through ultra-
wideband pulse signals; the UWB technology is applied, the positioning precision is improved to the
centimeter level, the positions of miners can be accurately mastered, precious time is won for
emergency rescue, intelligent recognition and analysis of personnel behaviors and environmental risks are achieved through the AI camera, the defects of traditional monitoring are overcome, potential safety hazards can be found in advance, and through multi-
source data fusion and real-
time processing, the safety of the miners is improved. The
system can give an early warning at the first time when a danger occurs, thereby effectively avoiding the occurrence of an accident or reducing the harm degree of the accident.