1D adaptive median filter

When I survey on the Internet about adaptive median filter, I found generally 2D adaptive median filter.

How can I write code of 1D adaptive median filter for smoothing noise on the signal?

[Bjorn Gustavsson]

Replace all 2-D processes with the corresponding 1-D processes, medfilt2 -> medfilt1,

ordfilt2 -> ordfilt1 and so on?

[Bjorn Gustavsson]

What part of that answer couldn't you follow? What part of the implementation are you struggling with? You surely have found pseudo-code and code for 2-D adaptive median filters. Why would it be a problem to restrict that filter-algorithm to "1-D images"? Have you looked at the file exchange for 1-D adaptive median filter? If not here's a link for you:

FEX: adaptive median filters

...and technically it wasn't an answer.