Fail to match
Closed this issue · 9 comments
I think the attached shapefile has no problem in terms of geometry.
However, the attached GPS dots fail to be matched to the road, and I could not find the reason.
Could you kindly suggest the possible reason?
testdata.zip
The code I used is as follows:
ubodt_gen --network Export_Output_9.shp --output ubodt.txt --delta 0.01
fmm --ubodt ubodt.txt --network Export_Output_9.shp --gps gps2.csv --gps_point -k 8 -r 0.003 -e 0.0005 --output mr.txt
The topology of your network is still not correct. The source code and target code are not in the correct order.
If you also plot the nodes of your network, you will see the error. The geometry order and the source/target node are not correct.
The three edges below 41977, 42149, 33071 should have the same source node, but they have the same target nodes.
Thank you very much.
You may also need to set the parameter of --reverse_tolerance as your GPS data seems to contain small turning back observations, see the issue below as an example
#136
Dear Can,
I corrected the road network, and now the direction of road geometry is
consistent with that of the source to the node.
Unfortunately, the same code with the option "--reverse_tolerance 0.01"
still does not produce matching results.
I am sorry for taking your time.
Where did you find the option value 0.01, please try other values like --reverse_tolerance 0.3?
Thank you very much for your suggestion. Unfortunately, setting the reverse_tolerance of 0.3 did not solve the issue.
I don't know how you create your network topology, but make sure that every thing is connected correctly. Your edge 34102 and 11881 are not connected with the correct node ID.
Use some standard tools http://docs.pgrouting.org/2.0/en/src/common/doc/functions/create_topology.html or OSMNX
Be sure to have a correct network before you do map matching!
Thank you very much for your very useful information.
Dear Can,
Thanks to your kind support, now I succeeded in implementing the map matching.
The attached picture shows the result.
Because my GPS dots go around the center of the two roads,
the obtained result's topographic shape is relatively complex.
Do you think it is possible to improve this?
The settings I used are as follows, and the data is attached herewith:
ubodt_gen --network network.shp --output ubodt.txt --delta 0.01
fmm --ubodt ubodt.txt --network network.shp --gps gps.csv --gps_point -k 8 -r 0.003 -e 0.0005 --output mr.txt --reverse_tolerance 0.3
I tried to change "e", but it was not enough.
Thank you very much.
test.zip