Sparse deconvolution is introduced to the field of impact force reconstruction.
PDIPM based on l1-norm is proposed to solve large-scale deconvolution problem.
The performance of l1-norm regularization method is verified by two experiments.
Both single and consecutive impact forces are accurately reconstructed by PDIPM.
Compared with l2-norm regularization, PDIPM is highly accurate and efficient.