Yup, you have to set the next filegroup to be used after each split, even if all the partitions are going to the same filegroup.
Gail Shaw
Microsoft Certified Master: SQL Server, MVP, M.Sc (Comp Sci)
SQL In The Wild: Discussions on DB performance with occasional diversions into recoverability