later, while in paris during world war i with the u.s. army signal corps, armstrong invented a much more powerful amplifier circuit called the superheterodyne circuit.

How would the previous sentence be correctly capitalized?
Later, while in Paris during World War I with the U.S. Army Signal Corps, Armstrong invented a much more powerful amplifier circuit called the superheterodyne circuit.