Update: You might want to get Linux Kernel 3.10 for your Ubuntu or Linux Mint, since it is out now. Click here for Kernel 3.10.
A stable version of Linux Kernel 3.9 has been released recently which brings more new features such as SSD caching, full support for Chrome OS, better support for ARM SoCand, faster LZO compression, and more drivers for better support for modern computers. Linux 3.9 has also brought improvements to networking, storage, virtualization, power management, etc.
You can find the release announcement here
cd /tmp
wget http://dl.dropbox.com/u/47950494/upubuntu.com/kernel-3.9 -O kernel-3.9
chmod +x kernel-3.9
sudo sh kernel-3.9
sudo reboot
To remove kernel 3.9, enter this command:
sudo apt-get purge linux-image-3.9*
To remove or to revert back to the earlier Kernel enter the command below:
sudo apt-get purge linux-image-3.9*
Enjoy!