When you ask whether the RTK base can configure itself when the MP starts, apparently, that hasn’t been possible so far. However, it should be achievable through U-Center.
Refer to my blog where I asked something similar:
Automating RTK Base Configuration
Alternatively, refer to the following block where the topic is further discussed.
Simple Portable RTK Base Station