In this paper, we analyze the periodic transmission masks for MASked Modulation (MASM) in half-duplex integrated sensing and communication (ISAC), and derive their closed-form expected range-Doppler response $\mathbb{E}\{r(k,l,ν)\}$. We show that range sidelobes ($k\neq l$) are Doppler-invariant, extending the range-sidelobe optimality to the 2-D setting. For the range mainlobe ($k=l$), periodic masking yields sparse Doppler sidelobes: Cyclic difference sets (CDSs) (in particular Singer CDSs) are minimax-optimal in a moderately dynamic regime, while in a highly dynamic regime the Doppler-sidelobe energy is a concave function of the mask autocorrelation, revealing an inevitable tradeoff with mainlobe fluctuation.
翻译:本文分析了半双工集成感知与通信(ISAC)中掩码调制(MASM)的周期性传输掩码,并推导出其闭式期望距离-多普勒响应 $\mathbb{E}\{r(k,l,ν)\}$。我们证明距离旁瓣($k\neq l$)具有多普勒不变性,从而将距离旁瓣最优性扩展至二维场景。对于距离主瓣($k=l$),周期性掩码会产生稀疏的多普勒旁瓣:在中等动态场景中,循环差集(CDS)(特别是Singer CDS)具有极小极大最优性;而在高动态场景中,多普勒旁瓣能量是掩码自相关函数的凹函数,这揭示了其与主瓣波动之间不可避免的权衡关系。