We consider the finite alphabet phase retrieval problem: recovering a signal whose entries lie in a small alphabet of possible values from its Fourier magnitudes. This problem arises in the celebrated technology of X-ray crystallography to determine the atomic structure of biological molecules. Our main result states that for generic values of the alphabet, two signals have the same Fourier magnitudes if and only if several partitions have the same difference sets. Thus, the finite alphabet phase retrieval problem reduces to the combinatorial problem of determining a signal from those difference sets. Notably, this result holds true when one of the letters of the alphabet is zero, namely, for sparse signals with finite alphabet, which is the situation in X-ray crystallography.
翻译:我们考虑有限字母相位恢复问题:从傅里叶幅度中恢复出可能值集合较小的信号。该问题在著名的X射线衍射技术中应用于确定生物分子的原子结构。我们的主要结果表明,对于通用字母的值,当且仅当多个分割具有相同的差异集时,两个信号具有相同的傅里叶幅度。因此,有限字母相位恢复问题归结为从这些差异集中确定信号的组合问题。值得注意的是,当字母表中有一个零时,即对于具有有限字母的稀疏信号,这个结果仍然成立,这也是X射线衍射中的情况。