The petition claims Sharma acted beyond his role by threatening candidates and influencing the electoral process.
His appointment by the Election Commission has sparked a political clash between the BJP and Trinamool Congress.
TMC supporters protested in Falta, while officials said Sharma was acting on complaints of voter intimidation.