How to stop the execution of a Stored Procedure using SQL Server?

Just make a call to RETURN:

IF EXISTS (<some condition>)
BEGIN
    // NEED TO STOP STORED PROCEDURE EXECUTION
    RETURN
END

This will return the control back to the caller immediately – it skips everything else in the proc.