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Let be a separable Banach function space such that the Hardy-Littlewood maximal operator is bounded on and on its associate space . Suppose is a Fourier multiplier on the space . We show that the Fourier convolution operator with symbol is compact on the space if and only if . This result implies that nontrivial Fourier convolution operators on Lebesgue spaces with Muckenhoupt weights are never compact.

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