A series of distributed gas monitoring intelligent nodes were rationally arranged in the mine, which was benificial to improve and perfect mine security inspection system of Internet of Things. The system was studied in detail in terms of design and specific theoretical level. In order to highlight key problems of gas monitoring, collecting data from distributed nodes and data fusion algorithm were introduced. It showed that this technique had great development space in anti-interference level on the basis of a comprehensive set of design theories and procedures.