Abstract: By analyzing the principle of distributed detection system, a novel optimal global fusion rule is presented based on parallel detection system. This algorithm modify the fusion center's decision rule with the error between local decision and the fusion center's decision. Results shows that the detection performance is obviously improved.

Key words: multiple-sensors, distributed detection, adaptive algorithm, data fusion