With one million people on the street, I don't know if that information is really useful in this case.
It wouldn't be too hard triangulating the cell towers because we have a huge population density and, hence, cell towers attached to nearly every building. But I feel this data would be harder to get hold of and may catch the hundreds of thousands of "innocent" people who live in those buildings.