Dimension for Martingales
  A martingale \int H.dZ is defined as having Dimension k if H has rank k almost surely, almost all t. Dimension can be used as a geometric invariant to classify and study martingales. We also define general Brownian motions in higher dimensions. 
Prabhu Janakiraman
math.PR math.GT