Extinction ratio determines the ratio of the powers of the high (or logical “1”) and low (or logical “0”) bits used in the transmission. Ideally, we would like the low rate to have zero power but this is not possible and it has an amount. The less the power of zero, the more Extinction ratio and better system performance. This is the reason why you have gotten better results by increasing ER.