I have found one book here: http://nigeriacommunityradio.org/publications/audience_resarch.pdf
That says that it is possible. However, I cannot find any detailed resource which explains the possible issues and problems with adopting non random systematic sampling. I need studies/papers that have discussed "systematic sampling without sample frame" in detail.
Please post some references to the papers that have discussed it.
Thanks!