In this paper, we focus on a multiple-input multiple-output (MIMO) linear precoder based on the minimum Euclidean distance criterion, the max-precoder. We propose an optimization of this precoder for the case of an association with a non-binary low density parity check code (NB-LDPC). After recalling the well-known max-precoder, we set forth an optimization of the mutual information of initial message, i.e., through the extrinsic information transfer (EXIT) analysis of the system. We present a new adaptive precoder whose forms are determined in function of an adaptive threshold angle, optimized in terms of the mutual information , and depending on the signal-to-noise ratio at the reception ( ). The performance of the new precoder is brought out through a theoretical study along with a series of numerical simulations.