"The goal is to enable adb over wifi without connecting it via a usb cable first."
The second step in the provided Link: "Plug the device to the computer with a USB cable to configure the connection"
If i restart the device i have to start adb in tcpip mode again via an usb cable. So this is not a viable solution.