If you've never connected the new camera to the network before, it won't be on the network. It doesn't know the credentials.
Sometimes you have to connect the phone directly to the camera (either wirelessly or wired) using the camera's app in order to configure your local network. Then, after it connects to your LAN, you can access the camera via your phone via Wi-fi.