When this problem occurred
1. Just try to kill adb process that still running.
#ps aux | grep adb
#kill -9 xxxx
and restart eclipse.
2. If it didn't work then use clean option when run eclipse.
#./eclipse -clean
3. If it still didn't work then just download the newest ADT.