Abstract: Highlights*•A fuzzy AHP approach is introduced to compute the NASA-TLX weighting coefficients•TOPSIS can measure cognitive workload in simulator tasks with less data dispersion, compared to the classical weighted sum method•The TOPSIS method is validated in virtual navigation experiments
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