Part of the 'Israeli Separation Barrier', which began construction in 2003 under Ariel Sharon and still appears to be incomplete. This barrier is intended to prevent Palestinian terrorists from entering Jerusalem from the West Bank. They say it seems to help.
The picture shows a section of the barrier in the Abu Dis area.