|
Riemannian center of mass: Existence, uniqueness, and convexity
Author(s):
Bijan
Afsari
Journal:
Proc. Amer. Math. Soc.
139
(2011),
655-673.
MSC (2010):
Primary 53C20;
Secondary 62H11, 92C55
Posted:
August 27, 2010
MathSciNet review:
2736346
Retrieve article in:
PDF
Abstract |
References |
Similar articles |
Additional information
Abstract:
Let be a complete Riemannian manifold and a probability measure on . Assume . We derive a new bound (in terms of , the injectivity radius of and an upper bound on the sectional curvatures of ) on the radius of a ball containing the support of which ensures existence and uniqueness of the global Riemannian center of mass with respect to . A significant consequence of our result is that under the best available existence and uniqueness conditions for the so-called ``local'' center of mass, the global and local centers coincide. In our derivation we also give an alternative proof for a uniqueness result by W. S. Kendall. As another contribution, we show that for a discrete probability measure on , under the existence and uniqueness conditions, the (global) center of mass belongs to the closure of the convex hull of the masses. We also give a refined result when is of constant curvature.
References:
-
- 1.
- B. Afsari, Means and averaging on Riemannian manifolds, Ph.D. thesis, University of Maryland, College Park, Dec. 2009.
- 2.
- M. Berger, A panoramic view of Riemannian geometry, Springer-Verlag, 2003. MR 2002701 (2004h:53001)
- 3.
- R. Bhattacharya and V. Patrangenaru, Large sample theory of intrinsic and extrinsic sample means on manifolds. I, Ann. Statist. 31 (2003), no. 1, 1-29. MR 1962498 (2004a:60069)
- 4.
- P. Buser and H. Karcher, Gromov's almost flat manifolds, Société Mathématique de France, 1981. MR 619537 (83m:53070)
- 5.
- S. R. Buss and J. P. Fillmore, Spherical averages and application to spherical splines and interpolation, ACM Transactions on Graphics 20 (2001), no. 2, 95-126.
- 6.
- I. Chavel, Riemannian geometry: A modern introduction, Cambridge University Press, 2nd edition, 2006. MR 2229062 (2006m:53002)
- 7.
- J. Cheeger and D. Gromoll, On the structure of complete manifolds of nonnegative curvature, Annals of Mathematics (2) 96 (1972), no. 3, 413-443. MR 0309010 (46:8121)
- 8.
- D. Ferus, Symmetric submanifolds of Euclidean space, Math. Ann. 247 (1980), 81-93. MR 565140 (81i:53040)
- 9.
- D. Groisser, Newton's method, zeros of vector fields, and the Riemannian center of mass, Adv. in Appl. Math. 33 (2004), 95-135. MR 2064359 (2005e:53042)
- 10.
- K. Grove and H. Karcher, How to conjugate
-close group actions, Math. Z. 132 (1973), no. 1, 11-20. MR 0356104 (50:8575) - 11.
- K. Grove, H. Karcher, and E. A. Ruh, Group actions and curvature, Invent. Math. 23 (1974), 31-48. MR 0385750 (52:6609)
- 12.
- K. Grove, H. Karcher, and E. A. Ruh, Jacobi fields and Finsler metrics on compact Lie groups with an application to differentiable pinching problems, Math. Ann. 211 (1974), 7-21. MR 0355917 (50:8391)
- 13.
- H. Karcher, Riemannian center of mass and mollifier smoothing, Comm. Pure Appl. Math. XXX (1977), 509-541. MR 0442975 (56:1350)
- 14.
- W. S. Kendall, Probability, convexity, and harmonic maps with small image. I: Uniqueness and fine existence, Proc. Lond. Math. Soc. 61 (1990), no. 2, 371-406. MR 1063050 (91g:58062)
- 15.
- H. Le, Locating Fréchet means with application to shape spaces, Adv. in Appl. Probab. 33 (2001), no. 2, 324-338. MR 1842295 (2002d:60008)
- 16.
- P. Petersen, Riemannian geometry, Springer-Verlag, 2006. MR 2243772 (2007a:53001)
- 17.
- T. Sakai, Riemannian geometry, vol. 149, American Mathematical Society, 1996. MR 1390760 (97f:53001)
Similar Articles:
Retrieve articles in Proceedings of the American Mathematical
Society
with
MSC (2010):
53C20,
62H11, 92C55
Retrieve articles in all Journals with
MSC (2010):
53C20,
62H11, 92C55
Additional Information:
Bijan
Afsari
Affiliation:
Department of Applied Mathematics, University of Maryland, College Park, Maryland 20742
Address at time of publication:
Institute for Systems Research, University of Maryland, College Park, Maryland 20742
Email:
bijan@umd.edu
DOI:
10.1090/S0002-9939-2010-10541-5
PII:
S 0002-9939(2010)10541-5
Keywords:
Riemannian center of mass,
Fréchet mean,
barycenter,
centroid,
convex hull,
manifold-valued data,
comparison theorems
Received by editor(s):
July 14, 2009
Received by editor(s) in revised form:
July 15, 2009; February 25, 2010; March 1, 2010; and April 12, 2010
Posted:
August 27, 2010
Additional Notes:
This research was supported in part by the Army Research Office under the ODDR&E MURI01 Program Grant No. DAAD19-01-1-0465 to the Center for Communicating Networked Control Systems (through Boston University), by NSF-NIH Collaborative Research in Computational Neuroscience Program (CRCNS2004), NIH-NIBIB grant 1 R01 EB004750-1, and by NSF grants DMS-0204671 and DMS-0706791.
Communicated by:
Jon G. Wolfson
Copyright of article:
Copyright
2010,
American Mathematical Society
The copyright for this article reverts to public domain after 28 years from publication.
|