This paper presents a novel method of spectral estimation in the presence of sinusoidal noise interference based on structural signal representation. By using the techniques for estimating the frequencies of single and multiple sinusoids a sinusoidal noise cancellation algorithm was developed and implemented in software. The preliminary results of the algorithms are presented.
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