Nuneaton-born Whittingham coolly converted, but there was still time for David Bell to head against the bar as Coventry pressed for a last-gasp equaliser.
In added time City's Jamal Campbell-Ryce's shot was pushed over by Gilks, who had hardly been pressed all game, while Burgess twice headed over the bar.