A businessman pleaded guilty Tuesday to a felony charge involving a $4,000 check he wrote to a computer company, money that federal prosecutors said was used to finance illegal shipments to Iran.

Mohammad Ali Mayssami, a jeweler and precious-gems dealer from San Diego, admitted failing...