Can you use wireless headphones with iPod Touch?

No, you can't.

iPod does not support BlueTooth products.

Yes you can. Use the Wireless Motorola S9 Bluetooth headphones with Motorola Bluetooth Adapter D650. Plug adapter into the iPod Touch and you are good to go. I have been doing this successfully for two years now.