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Lattice structures have recently been proposed for application to such areas as adaptive linear prediction, adaptive noise cancelling, and adaptive equalization. In this paper, we will consider the suppression of a sinusoidal interference by the use of an adaptive lattice structure implemented as a noise canceller. The performance of the adaptive lattice will be analyzed and compared with that of an LMS transversal adaptive noise canceller. Experimental results will also be presented and discussed.