I read somewhere that GPS on mobile phones set in 'airplane mode' will still work. But there is a question mark over the accuracy of civilian GPS in that situation. Some airlines might not allow the use of gps devices in any form. There is always a chance it can interfere with the plane's systems.
This is a here-say comment because this is not official advice and I cannot verify the source of the information.