In this paper, we proposed the new structure of the Rake Finger using Walsh Switch, the shared accumulator and the pipeline FWHT algorithm for reducing the signal processing complexity resulting from the increase of the number of data correlators. The number of computational operation in the proposed data correlators is 160 additions when the number of walsh code channels is 4. As a result, it is reduced about 3.2 times other than the number of computational operation of the conventional ones. Also, the result shows that the data processing time of the proposed Rake Finger architecture is 90,496〔ns〕 and the conventional ones is 110,696〔ns〕. It is 18.3% faster than the data processing time of the conventional Rake Finger architecture.