Here are links to socks that I recommended to wear while sleeping. Take a look which could work with you, and you would want to use overnight.
Battery Electric Heated Socks for Cold Feet
Comfortable Socks to use overnight
Alternatively, you could get bed slippers which you can also use overnight if you wish to:
Check out Sleepwelltips.com Pinterest Collection of Socks: