A method, system and computer program product are provided for implementing tire tread depth and wear patterns monitoring. A radio frequency identification (RFID) tag is provided with an associated tire to be monitored. A dipole antenna structure is coupled to the RFID tag and routed within a position in the tire tread and routed substantially circumferentially in the associated tire. A resonant frequency of the dipole antenna structure is detected to monitor tire tread wear.