Sparsity-based approaches for damage detection in plates

•Two sparsity-based algorithms for damage detection in plates are presented.•Proposed algorithms use experimental data and avoid high-fidelity model construction.•On the grid and off the grid problems defined in the sparsity-based framework.•SDD-ON and SDD-OFF detect and localize on and off the grid damages respectively.