State estimation via nonlinear observers is described for a linear system with quantized outputs. Although there may be significant quantization error on average, it is possible to design observers with exponentially stable tracking error. Here we show that a Luenberger Observer modified, so that feedback is impulsive at the quantizer transitions, is one such observer.