Is full duplex communication possible between the WA-TX-03S, WA-RX-03S?

No. They are designed for one-way communication. If the transmitter and the receiver are set in the same enclosure or the transmitter is located very close to the receiver, they cannot achieve the desired communication range, because the emission from transmitter suppresses the sensitivity of the receiver.