This paper may help (I cannot easily access the full paper, so I am not certain, but certainly the title and abstract indicate it is relevant.)
Stefanescu, Stefan V. "Generating uniform random points inside a cone." Monte Carlo Methods and Applications 6.2 (2000): 115-130. (Journal link.)
[![ConeAbs][1]][1]
The paper reviews previous work, so its bibliography may be helpfuluseful as well.