A communication device of handling transmissions comprises a storage device; and a processing circuit, coupled to the storage device, wherein the storage device stores, and the processing circuit is configured to execute instructions of: performing a first transmission comprising a first data and an identity of the communication device with a network via a first resource; and performing a second transmission comprising a second data and the identity of the communication device with the network via a second resource.