Extend the analysis to multiple signal modes

Extend the worst-case error-exponent analysis for quantum illumination with an unknown return phase from a single bosonic signal mode to multiple modes, including the case in which the return phase differs from mode to mode.

Background

The paper restricts the signal to a single bosonic mode and treats the return phase as one unknown constant shared by all trials. In multimode settings, such as frequency-mode illumination, the phase may vary across modes.

The authors note that mode-dependent phases create a multidimensional unknown parameter and alter the structure of the worst-case evaluation. Establishing the corresponding performance limits for independent and identical measurements is therefore an explicitly unresolved extension.

References

When the return phase differs from mode to mode, as is the case for frequency modes, the unknown parameter becomes multidimensional, and the structure of the worst-case evaluation itself changes. The extension to multiple modes remains open.

Limits of independent and identical measurements for quantum illumination with an unknown return phase  (2608.13997 - Shiraiwa et al., 14 Aug 2026) in Section IV, Summary and Discussion