The application discloses a shielding space operation communication
gateway system based on PLC and 5G multi-mode fusion, relates to the technical field of communication gateways, and integrates a task intention recognition module, a link semantic modeling module, an intelligent strategy regulation unit, a cross-link redundancy coding and decoding module, a link
abnormality game detection module and a cognitive evolution management module; through task-driven communication
service demand modeling, the
system constructs a double-input
reinforcement learning model by combining semantic abstraction of a link state with a graph neural network, realizes joint scheduling of link selection, coding configuration and
energy consumption control, simultaneously identifies link abnormal behaviors through adversarial sample recognition and a game mechanism, and optimizes a main strategy
structure based on multi-strategy scoring and a succession mechanism; the
system has intelligent communication strategy decision-making,
abnormality defense and self-evolution optimization capabilities, and is particularly suitable for limited space high-reliability operation communication requirements in
wireless communication shielding environments such as a furnace, an
air preheater, an absorption
tower, a tunnel, a mine and a subway.