The Landau Distribution and Energy Loss For Ionizing Particles

Charged particles crossing through matter lose energy in fits and starts. The Landau distribution explains this quantum behavior.

The Bethe-Bloch formula is well recognised for describing the average energy loss of charged particles passing through matter, whereas Landau theoretically described the fluctuations of energy loss by ionisation of a charged particle in a thin layer of matter in 1944 [1]. This description concludes with Landau Distribution, a universal asymmetric probability density function.

In reality, if a particle does not stop in the sensor, the response ranges around the distribution’s peak, with a high possibility of strong signals. Because of this tail, the average value exceeds the distribution’s most probable value. The variation around the maximum of this distribution increases as the sensor gets thinner. When constructing the readout circuit for these devices, the dynamic range must be considered.

The Landau fluctuation is principally induced by the uncommon but measurable occurrence of knock-on electrons, which gain enough energy from the contact to become ionising particles themselves. The direction of the knock-on electron is often perpendicular to the direction of the incoming particle, resulting in uneven charge clouds and reduced spatial resolution.

Fig. 1 Landau Distribution

The convolution of two Landau distributions results in another Landau distribution. This property can be illustrated by the energy loss of a particle traversing a layer of thickness D or two subsequent layers of thickness D/2, respectively. The overall energy loss must be the same in both cases, implying the convolution property mentioned above.

Although the Landau distribution has a finite area, it is impossible to calculate mean values due to the infinite tail. One proposed remedy is to cut the Landau tail, which would result in the loss of the convolution characteristic.

Protons, pions and other types of charged particles, which are in most cases close to MIPs, all produce approximately Landau-distributed spectra when traversing the matter. There are several approximations; the simplest is to apply the Gaussian function if the goal is to fit only the most probable value (peak).

The first and second momenta Φ (1,x) and Φ (2, x) of the density function truncated on the right-hand tail can be defined through the general formula

It is possible to use the Landau function for all situations where k < 0.01 (where k is the ratio of the mean energy loss and the Maximum Transferable Energy) with the assumptions that:

  • The maximum energy transfer is infinite
  • The electron binding energy in a collision is negligible, in other words, the electrons involved in collisions are treated as free and the distant collision is ignored
  • The particle velocity remains approximately the same
  • Taking only the first term of Bethe-Block formula, the mean energy loss is approximated to:

The Landau distribution is then given by:

r is an arbitrary real constant and the variable l is:

where Cis the Euler constant. The function φ(λ) is a universal function that must be evaluated numerically. A tabulation for various λ can be found in some articles. In addition, computer program has been developed and can be found here (Matlab code). 

The φ(λ) has a maximum for a λ of 0.229 and a full width at half maximum: WL=4.02ξ. The energy loss corresponding to the maximum of the function fL(x,Δ) is called the most probable energy loss ( Δp).

Earlier values for the constant 0.2000 were 0.37 [1] and 0.198 [3]. The equation includes the density effect, which had not been used by Landau.

For γ >> 100, we get

Δp= ξ ( 12.325 + ln(ξ/I) )

If we enter the I value, we obtain

Δp(keV) = t (0.1791 + 0.01782 ln) with t in um.

For small thicknesses, the Landau fails to fit the experimental energy loss distribution [2]. In fact, for small thicknesses, the Landau shows a lower position of the peak with respect to the energy loss distribution measured (Fig. 2(a)).

Landau distributionat different energy loss uniform distributions
Fig. 2 (a) Stefano Meroli et al, Energy Loss by 12 GeV Protons in 5.6 um of silicon with in red the Landau contribution. (b) Landau distribution for different values of β

It can be understood qualitatively: for very thin absorbers, K-shell electrons do not contribute to the energy loss. Thus, the effective thickness of the absorber can be considered to be te=12/14 t. For t = 10 um, te=8.57 um.

The full width at half maximum of the Landau function, wdepends on the absorber thickness and is independent of particle type and speed.

References

  1. L. Landau, On the Energy Loss of Fast Particles by Ionization, J. Phys. USSR 8 (1944) 201.
  2. Blunck and S. Leisegang, Zum Energieverlust schneller Elektronen in d nnen Schichten, Z. Physik 128 (1950) 500.
  3. Maccabee and Papworth (1969), quoted by Sternheimer and Peierls (1971); see, also, Ahlen (1980)
Stefano Meroli
Stefano Meroli

CERN scientist, history lover.
PhD in Nuclear Physics and counting.

Articles: 12

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