Blues are yet to have the pleasure of the Bedfordshire-based official, who wasn't promoted to the National List of referees until 2007, taking charge of any of their games this season or in seasons past.
In total Graham Horwood has taken charge of 29 games so far this season in which he has handed out 73 yellow cards and 4 reds.
Scott Duncan and Paul Marsden will be Graham Horwood's assistants for the game at Oakwell on Tuesday night.
For a detailed head-to-head between the two sides, click here