Aim To study the automatic recognition of the vocal target under the condition of very indeterminate background in battle fiedl. Methods Fuzzy tower decision making is adopted to achieve the automatic recognition of battle field vocal targets. Results Simulating results show that the method has well recognition ability to the vocal signals of four kinds of vehicle. Conclusion It is feasible to adopt fuzzy tower decision making to achieve automatic recognition of battle field vocal targets.