We construct persistent bundles over configuration spaces of hard spheres and use the characteristic classes of these persistent bundles to give obstructions for embedding problems. The configuration spaces of -hard spheres , , give a -equivariant filtration of the configuration space of -points . The filtered covering map from to gives a canonical persistent bundle . We use the Stiefel-Whitney class of , which is in the mod persistent cohomology ring of , to give obstructions for -regular embeddings and use the Chern class of , which is in the integral persistent cohomology ring of , to give obstructions for complex -regular embeddings. As applications, we discuss the geometric realizations of the independence complexes given by the regular embeddings. With the help of the persistent homology tools, the -regular embedding problems of manifolds, the sphere-packing problems on manifolds, and the geometric realization problems of the independence complexes of graphs are prospectively to be computed approximately.

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