Global optimality of conventional OFDM for the zero-Doppler A-ACF problem

Determine whether an OFDM-equivalent monomial unitary transformation attains the global optimum of the zero-Doppler aperiodic-autocorrelation-function delay-slice peak-to-sidelobe-ratio problem within the class of unitary waveforms.

Background

The paper studies unitary transformations of fully occupied OFDM frames to optimize the zero-Doppler delay-slice PSLR. For the periodic autocorrelation function, prior analysis establishes the optimality of conventional OFDM under QAM/PSK signaling, whereas the corresponding aperiodic-autocorrelation analysis cited by the paper establishes only local optimality under an expected integrated sidelobe-power criterion.

In the authors’ numerical experiments, training under the A-ACF criterion converges toward an approximately monomial unitary matrix, consisting primarily of a permutation and per-subcarrier phase rotations. This behavior provides numerical evidence for, but does not prove, global optimality for the specific zero-Doppler A-ACF delay-slice PSLR objective. The unresolved problem is therefore to establish or refute the conjectured global optimum over the full unitary waveform class.

References

Although this convergence does not prove global optimality, it provides numerical evidence supporting the conjecture that an OFDM-equivalent monomial transformation may attain the global optimum of the considered zero-Doppler A-ACF delay-slice PSLR problem within the unitary waveform class.

Shaping Delay-Doppler Ambiguity in Practical OFDM-ISAC  (2609.10300 - Luo et al., 9 Sep 2026) in Section IV-A, immediately following Eq. (\ref{eq:trained_monomial_form})