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FDC1004: Varying error across channels, possible layout differences?

Part Number: FDC1004
We're using the FDC1004 to do some sneaky liquid presence detection.
I very closely followed all of the available app notes and datasheet info when I did the layout, and the solution functionally works. 
We are streaming out raw counts and using our own algorithm in an MCU to detect liquid droplets.
That said, we are seeing small error differences from one electrode to the other: one has an error rate of nearly zero, the other around 3% in terms of successful droplet detection.
To be clear, I'm not talking about error in what we expect from the direct raw counts, but error in our identical drop detection algorithm.
The electodes are identical in design, but the traces from the IC to the electrodes are VERY slightly different - we are talking roughly 4mm versus 8mm. 
Our schematic of just the IC portion:
image.png
Below, you can see some important layout features:
image.png
Red is component side and traces, yellow is layer 2 signal ground, pink is layer 3 shield.
You can see we are actively using channels 1 and 2 which drop through the board via some headers (this was done for prototyping purposes). We have additional shield traces between each of the electrode traces as well. 
On the bottom side in green you can see our 2 electrodes:
image.png
My question: is there any reason we would expect the trace length to impact our noise or error rate? Should we attempt to length match these in a future design? 
In a future design we'll very likely be eliminating the through hole headers entirely so the layout will become much simpler and with better shield coupling.
  • Hello Jim,

    Although your images didn't come through, I received an email from Noah with the images attached and was able to view them. I think it's unlikely that slight differences in the trace lengths would affect this. The excitation signal is very low frequency (typically 25kHz), so length matching is not necessary. 

    Can you share your measurement configuration? I'd like to verify that SHLD1 is the correct shield for both electrodes. If you are only using single-ended measurements, SHLD1 and SHLD2 are shorted internally, but they are 180 degrees out of phase for differential measurements. If you are using differential measurements you might see some error due to additional capacitance on one electrode.

    Also please note that I'll be on vacation tomorrow through the end of next week, so my responses will be delayed until I return.

    Best Regards,

  • Hi Kristin,

    Thanks for your quick response. It's good to confirm my suspicions that the length difference shouldn't be a big issue.

    Did you see any other issues with our layout technique of interleaving shield traces between the sense channels?

    As for our configuration, we are only using channels one and two, and we are configured for single ended measurements and assume shield 1 and 2 are internally shorted as you note.

  • Hi  do you have any other feedback on our layout above?

  • Hi Jim,

    My apologies for the delayed reply. I was on vacation all last week.

    I don't remember seeing any layout problems when I last looked at it, but I will double check and get back to you this week.

    Best Regards,

  • Hi Jim,

    I've double checked your layout, and I don't see any problems with it. You may see some improvement by eliminating the header, which can't be effectively shielded. Otherwise I don't see any potential sources of error in the layout.

    Best Regards,