Nonlinear Prediction in a Smart Shoe Insole

Abstract

In our previous work, we have investigated different methods to compute the ideal placement of pressure sensors in a smart shoe insole. There, we used a linear model to predict the weight put on the foot/leg. In this work, we investigate how using a quadratic model instead changes the sensor placement and improves prediction performance.