The possibility of suing a store for wrongly accusing you of shoplifting depends on the specific circumstances, local laws, and available evidence.
In general, you have the right to file a lawsuit if you feel you were wrongfully accused, unlawfully detained, or suffered harm as a result of the store's negligence. The best guidance for your circumstances can be obtained by speaking with a lawyer who focuses on these types of cases.