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 Lusztigs canonical basis of the type B Hecke algebra with unequal parameters associated to a weight function.
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