Title :
Two Variables Feedback Control of Plasma ETCH Processing
Author :
Li, T.C. ; Fan, Y.C. ; Leou, K.C. ; Lin, C.
Author_Institution :
Nat. Tsing Hua Univ., Taipei
Abstract :
In this study, we have experimentally demonstrated two realtime feedback control systems in a chlorine inductively coupled plasma etcher. One is the closed-loop control of the electron density and the ion energy, the other one is the closed-loop control of the ion energy and the ion flux on the wafer surface. A novel transmission line microwave interferometer was used to measure plasma electron density´. The principle of this technique is the same as the conventional microwave interferometers except that the sensing microwave propagates along a transmission line structure, thus, it avoids the multi-path problem which often reduces the sensor´s dynamic range and accuracy. An impedance meter was adopted to measure the rf voltage, current and their relative phase angle. The electrical characterizations on the electrostatic chuck can be obtained by compensating the parasitic effect of the coaxial cable which located between the impedance meter and the electrostatic chuck via transmission line theory. The rf voltage is linearly dependent on the sheath voltage, or the ion energv and the ion flux can be calculated from sheath model method. A back-propagation artificial neural network was adopted to estimate the ion flux at low bias power level. In both of the control systems, the actuators are two 13.56 MHz rf power generator which drive the inductive coil and the electrostatic chuck to adjust the plasma density and ion energy, respectively. The information of the plasma electron density, ion flux and peak voltage step responses are used to set up two first order liner time-invariant systems. The closed-loop proportional-integral controllers are designed to compensate for process drift, process disturbance, and to minimize steady-state error of plasma parameters. The experimental results showed that the closed-loop control had a better repeatability of plasma parameters and a better reproducibility in etch rate compared with open-loop control.
Keywords :
PI control; backpropagation; closed loop systems; feedback; neural nets; physics computing; plasma density; radiowave interferometers; sputter etching; transmission line theory; Cl; artificial neural network; back propagation ANN; chlorine inductively coupled plasma etcher; closed loop electron density control; closed loop ion energy control; closed loop ion flux control; closed loop proportional integral controllers; electrostatic chuck; frequency 13.56 MHz; impedance meter; plasma density; plasma electron density; plasma etch processing; plasma ion energy; plasma ion flux; process disturbance compensation; process drift compensation; realtime feedback control system; rf I-V relative phase angle; rf current; rf power generator; rf voltage; sheath voltage; transmission line microwave interferometer; transmission line theory; variable feedback control; Electrons; Electrostatics; Etching; Feedback control; Plasma applications; Plasma density; Plasma materials processing; Plasma measurements; Transmission line theory; Voltage;
Conference_Titel :
Plasma Science, 2007. ICOPS 2007. IEEE 34th International Conference on
Conference_Location :
Albuquerque, NM
Print_ISBN :
978-1-4244-0915-0
DOI :
10.1109/PPPS.2007.4345873