The invention belongs to the technical field of
signal processing, and particularly relates to a space-time
block code blind identification method and
system based on a space-
time correlation matrix, and the method comprises the steps: receiving a
signal through synchronous sampling of a transmitting end and a receiving end in a communication
system, carrying out the preprocessing of the received
signal, and obtaining a plurality of groups of received signal samples; setting a value range of the
delay quantity, and calculating a space-
time correlation matrix corresponding to each group of received signal samples under each
delay quantity in the value range of the
delay quantity; performing redundancy-eliminating whitening
processing on elements in the space-
time correlation matrix under each delay amount in the received signal sample, and constructing a space-time
block code feature vector by calculating a Frobenis norm square value of the space-time correlation matrix after the whitening
processing; and taking the space-time
block code feature vectors as model input, and performing classification identification on space-time block code features by using the trained BP neural network. The method can meet the identification requirement of the STBC type in
MIMO communication, can be directly applied to a non-
cooperative MIMO system and the like, and has good applicability.