Based the analysis of MMSE-Rake, we develop a novel Rake combining equalizer which employs a blind adaptive algorithm.The benefit of the receiver is that it can recover the input sequence using only the output sequence without training sequences.It reduces complexity and is easy to be realized.Results from simulation also show that the performance of CMA-Rake is obviously advanced than the traditional Rake receiver.