Children of Fallen Soldiers Pell Grant Act of 2006 - Amends the Higher Educaton Act of 1965 to eliminate the expected family contribution used in determining Pell Grant eligibility in the case of a student applicant whose parent or guardian was killed while performing military service in Iraq or Afghanistan after September 11, 2001.