Two types of correlations between the radio and X-ray luminosities ( and
) have been found in black hole X-ray binaries. For some sources, they
follow the original' type of correlation which is described by a single power-law. Later it was found that some other sources follow a different correlation consisting of three power-law branches, with each branch having different power-law indexes. In this work, we explain these two types of correlation under the coupled accretion--jet model. We attribute the difference between these two types of sources to the different value of viscosity parameter $\alpha$. One possible reason for different $\alpha$ is the different configuration of magnetic field in the accretion material coming from the companion stars. For the single power-law’ sources, their is high; so
their accretion is always in the mode of advection-dominated accretion flow
(ADAF) for the whole range of X-ray luminosity. For those `hybrid power-law’
sources, the value of is small so their accretion mode changes from an
ADAF to a luminous hot accretion flow, and eventually to two-phase accretion as
the accretion rate increases. Because the dependence of radiative efficiency on
the mass accretion rate is different for these three accretion modes, different
power-law indexes in the correlation are expected. Constraints on
the ratio of the mass loss rate into the jet and the mass accretion rate in the
accretion flow are obtained, which can be tested in future by radiative
magnetohydrodynamic numerical simulations of jet formation.

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