The pdf only covers matching samples through 2006, which is the same as 2005. Are the variables and procedure unchanged since 2006?
The CPS identifier variables have remained the same since May 2004. As a result, the variables and procedures outlined in the BLS linking instructions are still sufficient for linking the more recent CPS and ATUS samples.
Hope this helps.