Fast NMR spectroscopy reconstruction with a sliding window based Hankel matrix

•The reconstruction exploits the low rank constraint and the parallel computing technique.•The proposed approach uses a sliding window algorithm to improve the reconstruction process.•The proposed method outperforms the typical low rank methods in time performance.•The proposed algorithm is suitable for small computing platforms.