The invention discloses a
fire prevention and extinguishment monitoring and
positioning system in a
coal mine tunnel, and relates to the field of
fire prevention and extinguishment monitoring and positioning, the
fire prevention and extinguishment monitoring and
positioning system comprises a deployment module, a purification module, a prediction module, a
route optimization module and a positioning module, a sensor range is determined through a transient
thermal shock experiment, and a tunnel two-dimensional
point cloud is obtained through three-dimensional
laser scanning; constructing a topological
potential field to deploy a main node, balancing coverage and
energy consumption through a
quantum algorithm, obtaining a final sensor deployment scheme, collecting original sensor data flow data, performing
chaotic modulation and optimization, obtaining
chaotic spectrum
time domain purification data, calculating information entropy of each node, and establishing a game utility function to optimize a routing strategy. The method comprises the following steps: obtaining an energy-data co-occurrence strategy
routing table, constructing a three-dimensional
tensor, extracting spatial-temporal characteristics, obtaining a data-object modified and optimized fire probability value through model training and probability correction, triggering a positioning
algorithm signal, constructing an implicit fire
source field, and obtaining verified real fire source coordinates through multi-agent and positioning topology analysis, so that the positioning accuracy is improved.