THISPAPERdiscussestheproblemofestimatingtheparametersofsingle-frequencytonesfromafinitenumberofnoisydiscrete-timeobservations.Theproblemhasapplicationtodatasettesting,telephonetransmissionsystemtesting,radar,andothermeasurementsituations.