I spent a week characterizing a 2.4 GHz monopole for a compact sensor node, and the ground plane turned out to matter more than the element itself. A few things I measured that surprised me.

First, shrinking the ground plane from 60 mm square to 30 mm square shifted resonance down by almost 150 MHz and dropped efficiency by about 3 dB. The current that should return through the ground plane ends up radiating from the board edge instead, which also tilts the pattern upward. If your monopole looks detuned on a small board, check the ground plane before touching the matching network.

Second, ground plane shape matters as much as size. Cutting a slot near the feed point to make room for a battery created a second resonance I did not ask for. Moving the slot 5 mm away from the feed restored a clean single resonance. Keep slots and cutouts away from the high-current region near the feed.

Third, cable effects will fool you on the bench. With a small ground plane, current flows back down the outside of the coax and your VNA sees a different antenna than the one in the product. I now use a ferrite choke right at the feed and a short length of semi-rigid coax for prototype measurements; the resonance moved 60 MHz once the choke went on, which tells you how big the error was.

Fourth, measure efficiency, not just return loss. A monopole can show a beautiful -20 dB S11 while radiating poorly because the loss is in the board, not the match. A quick Wheeler cap measurement or a simple range comparison against a known reference antenna catches this in ten minutes.

How do you handle ground plane constraints on small boards - do you extend the ground with a chassis connection, or accept the efficiency hit and budget extra link margin?