Before revision:  By computing the asymptotic behavior of the autocovariance and of the spectral density , we find that the quantized process has the same Hurst exponent of the original process.
After revision:  By computing the asymptotic behavior of the autocovariance and of the spectral density , we find that the discretized process is also long memory with the same Hurst exponent of the original process.