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Landau Distribution

  The fluctuations of energy loss by ionization of a charged particle in a thin layer of matter was first described theoretically by Landau [Landau44]. They give rise to a universal asymmetric probability density function characterized by a narrow peak with a long tail towards positive values (due to the small number of individual collisions, each with a small probability of transferring comparatively large amounts of energy. The mathematical definition of the probability density function is

where is a dimensionless number and is proportional to the energy loss, and c is any real positive number. Other expressions and formulae are indicated in [Kölbig83] (with program implementations) and [Leo94]; e.g.

Programs also exist for the distribution (integral function) of , for its derivative, and for the first two moments.

[Moyal55] has given a closed analytic form

with

This curve reproduces the gross asymmetric features of the Landau distribution and avoids the pitfalls of numerical integration; it is, however, too low in the tail and unrelated to as defined above.

On the other hand, Moyal's curve is useful in some situations: as the layer over which energy loss is integrated becomes thicker, the tail of the Landau distribution (according to the central limit theorem of statistics) has a tendency to diminish:gif the Landau distribution becomes the more general Vavilov distribution . Vavilov introduced the additional parameter , with the average energy loss over the layer, and the maximum energy loss in a single collision. The Landau distribution is the limiting case for k = 0 and a good approximation for k<0.01; the Gaussian is the limiting case for and a reasonable approximation for k>10. For more details, see [Leo94], [Schorr74], the latter with programs.



Rudolf K. Bock, 9 April 1998