An estimation strategy that accounts for capacitive sensor nonlinearity is proposed. A numerical inversion of a sensor system model is used to estimate planer 3DOF pose. Calibration strategies using full or reduced reference measurements are proposed. The proposed technique is shown to outperform the best affine sensor transformation.