The invention provides an adaptive 
blind equalization method based on deviation compensation, and belongs to the technical field of 
broadband wireless digital communication 
blind equalization. The adaptive 
blind equalization method comprises 
noise variance 
estimation, blind channel identification deviation compensation, 
equalizer construction and blind restoration, and comprises the following steps: 1, performing over sampling on received signals at a receiving end to obtain two paths of received 
signal sequences; 2, estimating 
transmission channel properties to obtain a biased 
estimation value of the 
transmission channel properties; 3, calculating an 
estimation deviation of the biased estimation value of the 
transmission channel properties; 4, compensating the biased estimation value to obtain a compensated biased estimation value of the transmission channel properties; 5, constructing an 
equalizer; 6, constructing a received 
signal vector, and performing blind restoration on an input 
signal sequence; and 7, judging whether a cycle counting value reaches the maximum value, and deciding whether the method is accomplished. By adoption of the method, unknown additive 
noise variances can be estimated in real time, more 
accurate estimation of the transmission channel properties is obtained, the convergence performance is excellent, and the output precision of the 
blind equalizer and the anti-interference ability of the 
system are improved.