It will march under its own banner for the final time before becoming the 3rd Battalion The Mercian Regiment in a merger in September.
The parade on Tuesday afternoon will start in John Street.
It includes Lichfield Street, Albion Square and there will be a salute by the Sir Stanley Matthews statue.
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