Title :
Volume of geodesic balls in the complex Stiefel manifold
Author :
Krishnamachari, Rajesh T. ; Varanasi, Mahesh K.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Colorado, Boulder, CO
Abstract :
Volume estimates of geodesic balls in Riemannian manifolds find many applications in coding and information theory. This paper computes the precise power series expansion of volume of small geodesic balls in a complex Stiefel manifold of arbitrary dimension. The volume result is employed to bound the minimum distance of codes over the manifold. An asymptotically tight characterization of the rate-distortion tradeoff for sources uniformly distributed over the surface is also provided.
Keywords :
MIMO communication; channel coding; wireless channels; Riemannian manifolds; complex Stiefel manifold; geodesic balls volume; multiinput-multioutput channel; Channel state information; Computational geometry; Computational modeling; Feedback; Geophysics computing; Information theory; MIMO; Numerical simulation; Rate-distortion; Upper bound; Geodesic Ball Volume; Riemannian Geometry; Stiefel/Grassmann Manifold;
Conference_Titel :
Communication, Control, and Computing, 2008 46th Annual Allerton Conference on
Conference_Location :
Urbana-Champaign, IL
Print_ISBN :
978-1-4244-2925-7
Electronic_ISBN :
978-1-4244-2926-4
DOI :
10.1109/ALLERTON.2008.4797653