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2.1 Statistical Moments and Distributions

  Not all analytical functions are suitable to describe the ion implantation profiles, only functions F(x) which are cumulative and fulfill tex2html_wrap_inline4819 and tex2html_wrap_inline4821 are termed cumulative distribution functions and are feasible for ion implantation profiles. Furthermore, F(x) must be a continuous function, so that we can write the distribution function as

  equation380

where f(t) is the probability density function. Combining the relation tex2html_wrap_inline4821 and (2.1-1) the final concentration C(x) of an implanted dopant is given by

  equation385

where tex2html_wrap_inline4827 is the total implantation dose per unit area. It depends on the physical properties of the implanted ions what kind of probability density function is chosen for which application. In the case of channeling implantation profiles probability density functions based on central moments totally fail, but they give acceptable results for amorphous implantations. Most of the simulators used for ion implantation are limited to conventional central moments and their characteristic parameters, but there are still other statistical moments available and seem to be worth for further investigations. In the following sections we will discuss the central moments and the probability weighted moments as vehicles to reproduce ion implantation profile by statistical means.





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