The invention relates to the technical field of
data processing of organic displays, in particular to an
interaction control method of a double-screen organic display
system, which acquires touch control, deformation and ambient light data in real time through a multi-mode
sensor array, and realizes cross-screen heterogeneous
data space-
time alignment by adopting an improved
clock synchronization protocol and a sliding window mechanism. And generating a
time sequence feature vector set with weight. And based on an LSTM-Transform
hybrid model, fusing historical communication
delay data, analyzing space-time relevance by using a multi-head attention mechanism, and outputting a cross-screen communication
delay probability
distribution diagram. And generating a multi-target task allocation strategy in combination with a deep
reinforcement learning model, and iteratively calculating a shortest path allocation scheme of a rendering task through an improved
ant colony optimization
algorithm. The space-
time synchronization precision of double-screen interaction is effectively improved,
signal misalignment caused by communication
delay is reduced, the distribution efficiency of distributed rendering resources is optimized, and the environmental adaptability and operation robustness of a
flexible display system are enhanced.