Salesforce Quote PDF generation is available in Lightning Experience as of the Spring '17 release.  If you'd like to do the same in Salesforce1, you can use the workaround in this blog post.

@Michael Orr @Matthew Barnhart 

#LNT_ATL 

Salesforce1 Quote PDF Generation