A deeper understanding of quantum effects in nano-electronic devices helps to improve the functionality and to develop new device types. The performance of carbon nanotube (CNT) field-effect transistor is studied using the non-equilibrium Green's function (NEGF) formalism. The effects of elastic and inelastic scattering and the impact of parameters, such as electron