Self-join query and index usage

I'm doing a self join of some shipping data and wanted to get the best
query possible. The interesting table is the event table, and it has
the following structure:

startnode int,
endnode int,
weight int,
starttime timestamp,
endtime timestamp

and the query that I would like to run is:

SELECT e1.endnode, count(*), sum(e1.weight) AS weight1, sum(e2.weight)
AS weight2
FROM event e1, event e2
WHERE e1.endnode = e2.startnode AND e1.starttime < e2.starttime AND
e2.starttime < e1.endtime
GROUP BY e1.endnode

Assuming that I have indexes on all the columns, should this query be
able to make use of the indexes on starttime and endtime?

The "best" plan that I could see is a merge join between a sorted
sequential scan on e2.startnode and an index scan on e1.endnode, which
I figure takes care of the "e1.endnode = e2.startnode". The join
filter is then "e1.starttime < e2.starttime AND e2.starttime <
e1.endtime" ... does this use an index? Can the planner to use a
bitmap index scan to use the indexes on the start/endtimes in the join?

Table is about 3GB.