Abstract In this paper, a new method based the fuzzy pattern recognition and fuzzy cluster techniques for the evaluation of communication equipment/system is proposed. Contrast with fuzzy comprehensive evaluation, the new method is effective for practical applications while it keeps the advantages of fuzzy comprehensive evaluation.