Alphabeta Math
CounterexampleConstruction: AI-generatedVerification: AI-generatedPipeline-generatedverified 2026-10-22 (gpt-6.1-sol)
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Continuous-time frequencies alias under fixed discrete sampling

Statement refuted

For a fixed sampling interval h>0, if a real continuous-time signal has the form yω(t)=cos⁡(ωt) for an unknown frequency ω≥0, then its entire noiseless sample sequence (yω(kh))k∈N0 uniquely determines ω.

Facts & Assumptions

Given: A fixed sampling interval h>0, the two frequencies ω0=0 and ω1=2π/h, and the sampled output convention at times kh.

[F1]

Discrete linear input-state-output experiments: sample k is observed at time kh for a fixed interval h>0.

[F2]

The zero sets of sine and cosine and the least positive common period 2 pi: cosine has period 2π, so cos⁡(2πk)=cos⁡0=1 for every integer k.

Counterexample

1.1givenF1F2algebra

Since h>0, ω1=2π/h>0=ω0, so the frequencies are distinct. By [F1], the kth samples occur at tk=kh. The two continuous outputs are cos⁡(ω0tk)=cos⁡0=1 and cos⁡(ω1tk)=cos⁡(2πk)=1 by [F2]. Thus their entire noiseless sample sequences agree.

2.1givenstep 1.1algebra∎

The distinct admissible frequencies in step 1.1 have identical complete noiseless data. Therefore the data do not uniquely determine the frequency, which refutes the stated claim.

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