The Robins were playing in the NPL Premier Division, their squad including such fan favourites as striker Adam Muller, winger Chris Adam and current manager Martin Carruthers.
See which players you remember from that year.
5. Ilkeston Town - 2006
Ilkeston's Lee Soar tries to get to the ball first at Guiseley.
6. Ilkeston Town - 2006
Colin Hoyle (right) gets involved at Guiseley.
7. Ilkeston Town - 2006
Glenn Kirkwood (right) in action at Guiseley.
Photo: James Hardisty
8. Ilkeston Town - 2006
Ilkeston do battle with Matlock Town at the NMG.