https://en.wikipedia.org/wiki/Clutter_(radar)
Radar and infrared aren't infallible. The story of the pilot who saw something with his own peepers has my attention but I don't trust what they've only "seen" on instruments.
If I was an alien race sending probes far and wide I would absolutely focus my attention on hotspots of military presence rather than the relatively benign nature and civilian existence.
That this phenomenon appears specific to personnel and locations related to US military bases seems like an important piece of data.
https://en.wikipedia.org/wiki/Project_Mogul#Roswell_incident
Since there are numerous reports spanning decades and even dating to the 19th century, before manned flight, and these reports come from all over the globe and the descriptions involve similar events and very similar observations between widely spaced events then it follows that these "UAPs" are not all likely to be related to a project operated by the US military.
I keep an open mind about everything that I don't understand until I have the data needed to form an opinion. I am not convinced that decades of reports from educated and uneducated people living in widely separated regions that all describe similar situations can all be related to secret operations carried out by one nation's military. I have a hard time branding all these people as delusional or as liars when I have never met them. I am also not qualified to assign any of this to any category except "unexplained and interesting enough to study".
Manned flight dates to 1783, and engine-powered flight to 1851. Did you mean heavier-than-air flight?
Remember that the Kitty Hawk flights were done "secretly" with the hired photographer and some locals being the only 3rd parties present. The Wright brothers were back in Ohio flying advanced versions of their plane over farm fields before much publicity came of it, and even then almost nobody believed it. It was only when they took a plane to France and flew it around Le Mans that people truly believed.
EDIT - it was Le Mans, not Paris :)
EDIT - it should probably be pointed out that the Wright brothers didn't think that powered flight, in and of itself, was all the useful without a method to control the aircraft. That's what they really worked on and really their most important contribution. There were a lot of people working on flying machines all over the world, but the Wright brothers had radically different ideas on how to control the aircraft (and ultimately they were correct). So there was a lot of incentive for others in the flying community to discount their success until it was too late to deny it.
The easy explaination is they are advanced military craft. Northrop Grumman built the B-2 in the late 80's and that already looks like a UFO to me. The US doesn't even publish it's full TS budget. The unclassiified spend on the f35 is almost $400B. Imagine what else the US been cooking up with it's unlimited checkbook and army of engineers at the big defense contractors.
And for... decades. Even many times the speed of light requires the ship to travel decades (from the perspective of Earth or their home planet).
I definitely buy the US stealth tech. You dogfood your stealth technology with your own systems and own people. Unlikely to fool the enemy if you can't fool yourself. But I do think there are also likely foreign surveillance systems. These could be drones or even balloons (probably smaller than the one that made the news). Combine these two things (along with glitches, optical illusions, and just random shit falling from the sky) and it isn't surprising you see these events.
That's not easy at all given the alleged capabilities of these objects tracked across multiple sensor systems. An easier explanation is actually some kind of active sensor spoofing.
Occams Razor suggests that if these objects appear almost exclusively over US military facilities and US military training ranges, they're most likely operated by the US military.
(Sorry to the Navy pilot whose security clearance is too low to be in on the secret.)