It's found that Windows firewall block the remote desktop connection. To fix it:
- Search setting of "firewall" in windows Search, select "Allow an app through Windows Firewall".
- It can be noticed that Public of Remote Desktop app is unchecked.
- To enable Remote Desktop for public, click on the "Change Settings" button, and click to check it. Then OK.
- Remote Desktop Client app on Android work now.
