1. A vector decoding method, comprising: decomposing a code of an initial vector to obtain a sign code and an absolute vector code; decoding the sign code to obtain a sign vector; performing multi-level permutation-based decoding on the absolute vector code to obtain an initial absolute vector; and combining the sign vector and the initial absolute vector to obtain an initial vector, wherein each respective vector ha a plurality of elements.