Poisson-point distributed Urban, Suburban and Rural population generation

In many wireless and optical communication network model analysis, it becomes essential to validate mathematical models over urban, suburban and rural areas. Most often, actual demographic data remain unavailable. As an alternative, Poisson distributed demographic data can serve the purpose, as all the points are generated considering mutual independence.