ITRI Autonomous Driving Vehicle (ADV) is the first autonomous driving midsize bus carrying up to 20 passengers for urban area, with driving abilities in signalized and mixed traffic roads. This technology was developed under the Surrounding Sensing Subsystem (S3) Project sponsored by Ministry of Economic Affairs (MOEA) in Taiwan.