Change Kernel for Docker Desktop for Windows

Can I change Kernel for Docker Desktop or do I have to install Docker on Red Hat Enterprise Linux 7?

I would like to use “Docker Desktop for Windows” and it uses Linux Kernel 4.9.184 but I would like to use Kernel Version 3.10.0-1062. I want to use older Kernel because it is the Kernel for Red Hat Enterprise Linux 7.

Link for Docker Desktop Community Linux Kernel version

Link for Red Hat Enterprise Linux 7 Kernel Version