We develop a theoretical approach to study the scaling of anomalous Hall
effect (AHE) in the insulating regime, which is observed to be
σxyAH∝σxx1.40∼1.75 in experiments over a large
range of materials. This scaling is qualitatively different from the ones
observed in metals. Basing our theory on the phonon-assisted hopping mechanism
and percolation theory, we derive a general formula for the anomalous Hall
conductivity, and show that it scales with the longitudinal conductivity as
σxyAH∼σxxγ with γ predicted to be
1.38≤γ≤1.76, quantitatively in agreement with the experimental
observations. Our result provides a clearer understanding of the AHE in the
insulating regime and completes the scaling phase diagram of the AHE.Comment: 4 pages, 4 figures, plus the supplementary information. Minor
revisions made according to Referee report