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Based on characteristics of sparsity and significance of the narrowband interference (NBI) signal in the fast Fourier transform domain even at sub-Nyquist sampling rate, a novel NBI detection and mitigation scheme is proposed. An orthogonal matrix for projecting the discrete- time NBI signal into a zero vector is derived. Simulation results show that the proposed scheme can greatly improve the signal-to-interference- plus-noise ratio.