In this paper, we define the higher Frobenius-Schur (FS-)indicators for
finite-dimensional modules V of a semisimple quasi-Hopf algebra H via the
categorical counterpart developed in \cite{NS05}. We prove that this definition
of higher FS-indicators coincides with the higher indicators introduced by
Kashina, Sommerh\"auser, and Zhu when H is a Hopf algebra. We also obtain a
sequence of canonical central elements of H, which is invariant under gauge
transformations, whose values, when evaluated by the character of an H-module
V, are the higher Frobenius-Schur indicators of V. As an application, we
show that FS-indicators are sufficient to distinguish the four gauge
equivalence classes of semisimple quasi-Hopf algebras of dimension eight
corresponding to the four fusion categories with certain fusion rules
classified by Tambara and Yamagami. Three of these categories correspond to
well-known Hopf algebras, and we explicitly construct a quasi-Hopf algebra
corresponding to the fourth. We also derive explicit formulae for FS-indicators
for some quasi-Hopf algebras associated to group cocycles.Comment: The higher Frobenius-Schur indicators for certain quasi-Hopf algebras
associated with finite groups and their 3-cocycles have been computed in
section