Development of optical sensors for wearables includes comparison of measurement results at different time points to achieve the optimal design and best performance of the sensors. Phantoms represent an elegant and efficient way to account for different aspects of physiology with many degrees of freedom, thus providing design flexibility and shortening R&D cycle.