Thank you for the video Loren.
I have some concerns on your methodology and conclusions:
Regarding EMI:
An induction balance metal detector doesn't know the difference between an EMI signal and a signal coming from the ground (be it the ground itself or a metal object). However, EMI typically produces signals that are weaker than the ground and targets, which is why reducing the gain, eliminates most EMI, while reducing depth. EMI also typically reads in the ferrous range, up to around the zinc range. That is why programs for cherry picking high conductors, gives the illusion of EMI mitigation.
What I'm getting at, is that in order for EMI noise reduction to work (and I use the term "work" very loosely), it
must be accompanied by a detrimental effect in performance, in one way or another. For example, I can think of 2 ways in which an algorithm could reduce EMI, and they are both directly related to how we normally, and manually, reduce EMI:
1) The algorithm causes the detector to run in a pseudo SMF mode. More specifically, the algorithm causes the SMF to weigh much more heavily to a single frequency, thus reducing EMI noise. Although the detector would still technically be running in an SMF mode, some benefit of SMF would be lost. I suspect that the lost benefit would be a reduction in TID accuracy at depth.
2) The algorithm reduces a hidden, base level gain. This of course would reduce maximum depth, but would likely not be noticeable unless "before and after" comparisons were done on fringe targets. For example, in high EMI, find a target deep enough that Manti is just hitting hit. Then, do a long press noise cancel. IF, and only IF, the EMI is significantly reduced, then go over that target again. If the algorithm uses this method of noise reduction, then the Manti will no longer hit that target.
With all that said, there is no reason why the engineers from any other detector company can't create their own algorithm to use one or both of those methods. I suspect they don't because of the performance loss, but maybe they should anyway.
I was also going to include a critique of your depth conclusions, and more specifically, how 50% more power to the coil, results in little to no useable depth gain on coin sized objects. I was also going to address that unless I missed it, you didn't mention the 2D screen, and how it relates to nonferrous target identification. Which IMO, is less accurate than TID, because the TID gives a definitive number, whereas the 2D ID plotter is much more vague.
I'll put the depth and 2D screen critique in separate posts to keep things more tidy. I'll post them as I get more time to do so.
Being a fellow "science" guy, I'm certain you appreciate a different perspective on your conclusions