Trimmed best k-nets were introduced in J. A. Cuesta-Albertos, A. Gordaliza and C. Matrán (1998, Statist. Probab. Lett.36, 401-413) as a robustified L[infinity]-based quantization procedure. This paper focuses on the asymptotics of this procedure. Also, some possible applications are briefly...