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The problem of asymmetric X-ray diffraction peak broadening caused by dislocations is investigated. The leading term responsible for the asymmetry of the intensity distribution is calculated for randomly distributed polarized dipoles and dipole walls. It is found that the polarization structure of a dislocation ensemble can be determined from the diffraction order dependence of the profile asymmetry.