  We establish a Schur type duality between a coideal subalgebra of the quantum
group of type A and the Hecke algebra of type B with 2 parameters. We identify
the $\imath$-canonical basis on the tensor product of the natural
representation with Lusztig's canonical basis of the type B Hecke algebra with
unequal parameters associated to a weight function.
