Before revision: We investigate  portfolio selection problem  from a signal processing perspective and study how an investor should distribute wealth over two assets in order to maximize the cumulative wealth.
After revision: We investigate how and when to diversify capital over assets, i.e., the portfolio selection problem from a signal processing perspective and study how an investor should distribute wealth over two assets in order to maximize the cumulative wealth.