Nick,

A "J. W. Harper" served in Co. E, 15 Tennessee Infantry in which he enlisted as a Sergeant.

That's all I can find from the CW Research Data Base.

Company E was raised in Obion County, which became Lake Co. in
1870. This correlates with the census information that Alan passed on to you.

Good hunting,

George Martin