Transferring wallpaper to a new phone is simple. Start by backing up your old phone's data to the cloud or your computer. Once your new phone is set up, access the backup and restore your files. Alternatively, download your favorite wallpapers from cloud storage or directly download them from online sources to personalize your new phone.