Mathematical equations gained by least-squares fit the experimental results well, and the favorable operation parameters were obtained and simulated.

Experimental result, such as excitation potential in Frank-Hertz experiment, can be quantitatively presented with least-squares fit instead of the average method.

There two extracting strategies in this thesis: (1) Transform the device characteristics equation to linear form and use "least squares fit" method to extract relevant parameters.