Abstract How to solve the computation complexity of the Dempster rule is a hot topic at present. In order to improve the accuracy of decision, this paper presents an approximation method which improves truncated D-S algorithm. Simulation results show that this method is superior to truncated D-S algorithm in terms of the accuracy of decision based on basic probability assignment function.