The eye that moves

A body that bounces leaves a second swelling in the rows, and one pass reads both

A vehicle's body pitches and bounces on its springs at two frequencies, and a scroll camera's rows answer both: the pitch by turning the camera, the bounce by lifting it through the height climbed between the slits' two moments. One oscillator fitted to a body pitching at 1.4 Hz and bouncing at 1.0 lands between the two, at 1.22 Hz, with the camera over the body's centre, and on the pitch, at 1.41, with it 1.5 metres ahead — too lightly damped either way. Two modes fitted to the same single 800-metre pass read both, the pitch to ±0.02 Hz and the bounce to ±0.03, say plainly whether a bounce is there at all, and expose a bias the earlier readings carried even on a body that does not bounce: a camera ahead of the centre reads a 1.4 Hz pitch as 1.5 unless the fit knows its lever arm.

Worth reading first: A scroll of a climbing road measures its grade · A scroll is a camera that moves.

One pass reads the road’s slope as well as its spring took a two-slit scroll camera on a sprung vehicle along a rough road and read the suspension from the spectrum of the rows of a line of posts: the scroll’s own answer to the road, a hump fixed by the posts’ depth and the wheelbase, plus a swelling where the spring rings. One 800-metre pass read the spring’s frequency, its damping and the road’s spectral slope together, and a second speed added only what a second pass adds.

Every reading treated the body as one oscillator in pitch. A car on four springs has at least two motions worth the name. It pitches about its middle, nose down and tail up, and it bounces up and down as a whole, at a somewhat different frequency, and a road’s unevenness excites both. The scroll’s rows read the camera’s pitch directly. A bounce changes the eye’s height rather than its pitch, and a scroll of a climbing road measures its grade found the rows answering a change of height only through the height the eye climbs between the slits’ two moments — a weaker answer, but not none. The essay ended by asking whether the rows’ spectrum then carries two swellings or one, where a fit of one oscillator lands — between them, it guessed, or on the pitch alone — and whether a fit of two reads both frequencies from a single pass.

Two modes, and the camera’s lever arm

The vehicle is the earlier essays’: wheels 2.7 metres apart, a two-slit scroll camera looking sideways at a line of posts twelve metres out every quarter metre, rows read to a tenth of a pixel. Its body now has two modes. The pitch follows the chord between the wheels through a spring of its own, as before. The bounce follows the mean of the road under the two wheels through another. And the camera stands some distance ahead of the body’s centre, as a dashboard camera does, so that when the body pitches the camera rises and falls with the nose as well as turning.

Every part of that enters the rows linearly. Against the rigid vehicle every earlier essay used — eye at the road’s height plus a constant, turned to the chord — the rows gain the pitch’s departure from the chord through the camera’s turning, and the eye’s departure from its rigid height through the camera’s lifting: the bounce’s own, plus the lever arm times the pitch. The rows’ gain for a lift is a measured quantity like the others, a sinusoid in the eye’s height over a level road carried through both slits, and it turns out to be of the same order as the pitch’s: a metre of lift moves the rows by between a third and the whole of what a radian of pitch does, depending on the wavelength, and the bounce moves the body by about a metre per metre of road near its resonance while the pitch turns it by less than a radian. A bounce should therefore be visible.

A body that pitches at 1.4 Hz and bounces at 1.0, its camera 1.5 m ahead of its centre: one oscillator fits the rows at 1.42 Hz, two fit them at 1.40 and 1.02A vehicle driven 800 m along a good road at 10 m/s, its body pitching on a spring of 1.4 Hz and bouncing on one of 1.0 Hz, both damped 0.3, its two-slit scroll camera 1.5 m ahead of the body's centre; posts 12 m out every quarter metre, rows read to 0.1 px. Dots: the rows' spectrum along the road, averaged over 50 m windows. Dashed: the best one-oscillator body, the fit the earlier essays used, 1.420 Hz and a damping of 0.270. Solid: the best two-mode body, pitch 1.402 Hz damped 0.295 and bounce 1.022 Hz damped 0.280. The guides mark where each true mode rings at this speed, the speed over its frequency: 0.14 and 0.10 cycles a metre. The pitch turns the camera, which parts the rows; the bounce lifts it, which parts them too, through the height the eye climbs between the slits' two moments; a camera ahead of the centre is lifted by the pitch as well. The slider moves the camera to the body's centre.310301003000.1000.2000.3000.400cycles per metre along the roadthe rows' spectrum (log)two modesone oscillatorbouncepitchdashed: one oscillator · solid: two modescamera 1.5 m ahead of the centre
Fig. 1 The rows’ spectrum along 800 m of a good road for a body pitching at 1.4 Hz and bouncing at 1.0, with the best one-oscillator fit and the best two-mode fit. The slider moves the camera from 1.5 m ahead of the body’s centre to over it.

It is. The body here pitches at 1.4 hertz and bounces at 1.0, both damped 0.3 — a car’s usual order, bounce below pitch — and at ten metres a second they ring at 0.14 and 0.10 cycles a metre of road, three or four of the spectrum’s points apart. With the camera 1.5 metres ahead of the centre the rows’ spectrum carries a broad swelling with a shoulder on its long-wave side; the two-mode fit draws through every point of it and reads the pitch at 1.402 hertz damped 0.295 and the bounce at 1.022 damped 0.280. The one-oscillator fit draws a single swelling at 1.420 hertz damped 0.270 that misses the shoulder. With the camera over the centre the two swellings are closer in strength, and the one oscillator falls between them.

One oscillator lands where the camera puts it

The earlier essay guessed the one-oscillator fit would land between the modes. Whether it does depends on where the camera is.

One oscillator fitted to a body that pitches at 1.4 Hz and bounces at 1.0 lands at 1.22 Hz with the camera over the centre and 1.41 with it 1.5 m ahead — between the modes, then on the pitch; two modes read both at every placeTwenty good roads, 800 m each at 10 m/s, rows to 0.1 px, a body pitching at 1.4 Hz and bouncing at 1.0, both damped 0.3, the camera 0, 0.5, 1, 1.5, 2.5 m ahead of its centre. The one-oscillator fit: 1.22 ± 0.01 Hz damped 0.19 ± 0.01; 1.30 ± 0.01 Hz damped 0.23 ± 0.01; 1.36 ± 0.01 Hz damped 0.25 ± 0.01; 1.41 ± 0.01 Hz damped 0.26 ± 0.02; 1.47 ± 0.01 Hz damped 0.26 ± 0.02. The two-mode fit, told where the camera stands: pitch 1.40 ± 0.02, 1.40 ± 0.02, 1.40 ± 0.02, 1.40 ± 0.02, 1.40 ± 0.02 Hz; bounce 1.00 ± 0.01, 1.00 ± 0.02, 1.00 ± 0.02, 1.01 ± 0.03, 1.01 ± 0.04 Hz. Over the centre the bounce lifts the camera as much as the pitch turns it, and a single swelling fitted to two lands between them, too wide, with too little damping to explain its width. Ahead of the centre the pitch lifts the camera too, and the pitch's swelling grows until the single oscillator sits on it — at the pitch's frequency but still with the bounce's power folded into a damping read too low.11.201.401.6000.50011.502.50how far ahead of the body's centre the camera stands, metresfrequency read, Hz (20 roads)one oscillatortwo modes: pitchtwo modes: bouncedashed: the true pitch and bouncebars: one spread over 20 roads
Fig. 2 The frequency read by the one-oscillator fit and by the two-mode fit, against how far ahead of the body’s centre the camera stands, over twenty roads; dashed, the true pitch and bounce.

Over twenty roads, with the camera over the body’s centre, one oscillator reads 1.22 ± 0.01 hertz and a damping of 0.19 — between the bounce at 1.0 and the pitch at 1.4, as guessed, and far too lightly damped for the single broad swelling it is trying to cover. Half a metre ahead, 1.30; a metre, 1.36; a metre and a half, 1.41; two and a half, 1.47. The lever arm adds the pitch’s own lift to the pitch’s turn, so the pitch’s swelling grows with the arm until the single oscillator sits on it — and then past it, because the lever arm itself biases a one-oscillator fit, as a later section shows. The damping stays low throughout, 0.23 to 0.26, because the oscillator is folding the bounce’s power into a width it can only explain as a light damping.

The two-mode fit, told where the camera stands, reads the pitch at 1.40 and the bounce at 1.00 or 1.01 at every place, the pitch to ±0.02 hertz and the bounce to between ±0.015, over the centre, and ±0.04, two and a half metres ahead. The bounce is read best with the camera over the centre, where nothing but the bounce lifts the eye; ahead of the centre the pitch’s lift mixes into it.

So the one-oscillator readings of the earlier essays were readings of the pitch only for a camera well ahead of the centre, and even then the damping was off. For a camera near the centre, the frequency they reported was neither mode.

How close the two modes can be

The two modes here are four tenths of a hertz apart. Real cars sit anywhere from a few tenths to nearly none.

The two-mode fit reads a bounce of 0.8 or 1.0 Hz to ±0.03 beside a pitch of 1.4; at 1.3 Hz, a tenth from the pitch, it reads it only to ±0.15 — while the pitch stays within ±0.02 throughoutTwenty roads a point, 800 m at 10 m/s, rows to 0.1 px, the camera 1.5 m ahead of the body's centre; the pitch at 1.4 Hz and the bounce at 0.8, 1, 1.2, 1.3, 1.35 Hz, both damped 0.3. The two-mode fit's bounce: 0.80 ± 0.03, 1.01 ± 0.03, 1.24 ± 0.10, 1.36 ± 0.15, 1.43 ± 0.17 Hz. Its pitch: 1.40 ± 0.02, 1.40 ± 0.02, 1.41 ± 0.02, 1.40 ± 0.02, 1.40 ± 0.02 Hz. Two swellings a third of a hertz apart sit three or four of the spectrum's points apart at this speed, and both are drawn; a tenth of a hertz apart they overlap within the width a damping of 0.3 gives each, and the spectrum carries one broad swelling whose two parts trade against each other. The pitch survives because its swelling is the stronger at the camera's place ahead of the centre, and the bounce is read from what the pitch does not explain.11.500.80011.201.301.35the body's true bounce frequency, Hz (its pitch at 1.4)frequency read by the two-mode fit, Hzpitch readbounce readdashed: the true bounce · dotted: the pitchcamera 1.5 m ahead, 20 roads a point
Fig. 3 The two-mode fit’s pitch and bounce, mean and spread over twenty roads, against the body’s true bounce frequency, its pitch at 1.4 Hz and the camera 1.5 m ahead.

With the bounce at 0.8 or 1.0 hertz the fit reads it to ±0.03. At 1.2 the spread is ±0.10, at 1.3 ±0.15, at 1.35 ±0.17: a tenth of a hertz apart, two swellings each as wide as a damping of 0.3 makes them overlap into one, and their two halves trade against each other. The pitch is read to ±0.02 throughout, because with the camera ahead of the centre its swelling is the stronger, and the bounce is read from what the pitch does not explain. So the two-mode reading has a resolution, set by the damping: modes closer than the width a damping gives each are seen as one broad swelling and a guess at how to split it.

The lever arm biases even a body that does not bounce

The lever arm turned out to matter on its own, and it is worth a figure because it reaches back to every earlier reading.

Even with no bounce, a camera ahead of the centre misleads the one-oscillator fit: 1.5 m ahead it reads a 1.4 Hz pitch as 1.50; told the lever arm, the fit reads 1.40A body that pitches at 1.4 Hz damped 0.3 and does not bounce, its camera 0, 0.5, 1, 1.5, 2.5 m ahead of its centre; twenty roads a point, 800 m at 10 m/s, rows to 0.1 px. The earlier essays' fit, which puts the camera over the centre: 1.40 ± 0.02, 1.47 ± 0.02, 1.49 ± 0.02, 1.50 ± 0.01, 1.52 ± 0.01 Hz. The same fit told how far ahead the camera stands, so that the pitch lifts the camera by the arm times its angle as well as turning it: 1.40 ± 0.02, 1.39 ± 0.02, 1.40 ± 0.02, 1.40 ± 0.02, 1.40 ± 0.02 Hz. And the two-mode fit on these bodies finds no bounce in the band on 100%, 100%, 100%, 100%, 100% of the roads — it does not invent one. A camera ahead of the centre rises and falls with the pitch, and the rows answer the rise through the height climbed between the slits' moments; a fit that does not know the arm reads that extra answer as a stiffer spring.1.301.401.501.6000.50011.502.50how far ahead of the body's centre the camera stands, metrespitch frequency read, Hz (20 roads)the camera taken as centredtold the lever armdashed: the true pitchno bounce, 20 roads a point
Fig. 4 A body that pitches at 1.4 Hz and does not bounce: the pitch read by the earlier essays’ fit, which takes the camera to be over the centre, and by the same fit told the lever arm.

A body that pitches at 1.4 hertz and has no bounce at all, its camera over the centre, is read at 1.40 by the earlier essays’ fit, as it should be. Put the camera half a metre ahead and the same fit reads 1.47; a metre and a half ahead, 1.50; two and a half, 1.52. The camera ahead of the centre rises and falls with the nose, the rows answer the rise through the height climbed between the two moments, and a fit that does not know about the rise reads its extra answer as a stiffer spring. Told the lever arm, the fit reads 1.39 or 1.40 at every place.

The earlier essays placed the camera at the body’s centre, so none of their numbers carries this bias; a real installation, behind a windscreen or on a roof rack, would. The lever arm is a length a tape gives, and once known it costs the reading nothing — which is the same lesson a vehicle’s pitch lags the road by its wheelbase drew about the wheelbase: a length of the vehicle enters the rows, and a fit that assumes the wrong one reads the error as the spring.

One pass says whether the body bounces

A fit with more numbers always fits at least as well, and a reader should ask whether the second mode is there or merely fitted.

One pass says whether the body bounces: the bounce mode adds 92 to 125 to the log-likelihood when it is there and exactly nothing on every road when it is notTwenty roads a row, 800 m at 10 m/s, rows to 0.1 px; each pass read twice, by the pitch alone with the camera's lever arm known and by pitch and bounce together, and the difference in their log-likelihoods counted in independent windows — each averaged point of the spectrum carries the windows it averages. bounce at 1.0 Hz, camera 1.5 m ahead: 91.9 to 124.9; bounce at 1.0 Hz, camera over the centre: 50.9 to 69.4; bounce at 1.3 Hz, camera 1.5 m ahead: 93.2 to 123.0; no bounce, camera 1.5 m ahead: 0.0 to 0.0; no bounce, camera over the centre: 0.0 to 0.0. A bounce mode that is there buys fifty to a hundred and twenty-five. A body with no bounce is fitted best by the stiff bounce the two-mode model contains as its limit, and the fit finds it on every road, so the two extra numbers buy nothing at all.050100log-likelihood the bounce adds, lever arm knownbounce at 1.0 Hz, camera 1.5 m aheadbounce at 1.0 Hz, camera over the centrebounce at 1.3 Hz, camera 1.5 m aheadno bounce, camera 1.5 m aheadno bounce, camera over the centreeach dot one roaddashed: nothing gained
Fig. 5 For bodies with and without a bounce, the log-likelihood the bounce mode adds over the pitch alone with the lever arm known, each dot one road.

The pass answers decisively. Each pass is read twice, by the pitch alone with the camera’s lever arm known and by pitch and bounce together, and the difference in their log-likelihoods is counted in independent windows of road. With a bounce at 1.0 hertz and the camera 1.5 metres ahead, the bounce mode adds between 92 and 125. Over the centre, between 51 and 69. With the bounce at 1.3 hertz, close to the pitch and read only to ±0.15, it still adds between 93 and 123: the fit cannot say exactly where the bounce is, but it can say there is one. On a body with no bounce, the two-mode fit’s best is the stiff bounce its model contains as a limit, and it finds it on every road: the bounce mode adds nothing.

That is the property a reading needs before anybody should trust its second number. A camera count needs a tolerance made the general point for counting cameras behind a picture: two of anything fit better than one, and the count exists only against what the extra freedom buys by chance. Here the extra freedom buys nothing on a body without the mode and a great deal on a body with it, so the count of modes is read as well as their frequencies.

Why the rows can see a lift at all

It is worth saying why a sideways-looking scroll sees the camera’s height at all, because the earlier essays treated the pitch as the only motion that mattered.

The two slits of the scroll draw each post at two moments, a little apart along the road, and the rows record the difference between the post’s two drawings. A camera that turns between the two moments moves every post’s drawing by the turn, and the rows answer that strongly: that is the pitch. A camera that rises between the two moments sees every post from a little higher at the second, and a post’s foot and top both drop a little in the picture, by an amount set by how far away the post is. A scroll of a climbing road found exactly that response to a steady climb; a bounce is a climb that goes up and down, and the rows answer it at each wavelength of road by the height gained over the distance between the two moments.

The camera’s lift and the camera’s turn are thus two separate channels into the rows, with different shapes across the spectrum. The road’s unevenness drives both, the pitch through the chord between the wheels and the bounce through their mean, and those two have different shapes again: the chord is strongest for unevenness about two wheelbases long and blind to unevenness exactly one wheelbase long, while the mean is strongest for long swells and blind at two wheelbases. So the two modes are not merely two swellings at two frequencies; each comes through the scroll with its own signature across the spectrum, and the fit is reading signatures, not peaks. That is the reason the earlier essay’s one pass could read the road’s slope too: a rough road rings the suspension for the rows in several shapes at once, and the whole spectrum tells them apart.

What a fleet’s camera should fit

For anybody using a scroll camera’s rows to watch a vehicle’s suspension — a fleet checking its dampers from the dashcams it already has — the practical reading is short, and it reverses one piece of the earlier advice. Fit two modes, not one: the one-oscillator reading is a reading of neither mode unless the camera is well ahead of the centre, and even then its damping is a quarter low, which is the number a damper check most needs. Measure the camera’s lever arm once, with a tape, and give it to the fit; without it, a perfectly ordinary pitch spring reads seven per cent stiff. And read the evidence for the bounce before trusting the bounce’s number: when the two modes sit within a tenth of a hertz of each other, the pass will say confidently that there are two and only roughly where the second one is.

The reversal is in what the earlier essay’s one pass was trusted to do. It read the road’s slope because a straight line on logarithmic axes resembles neither the scroll’s hump nor the spring’s swelling. It could not have read a second mode it was not given, and nothing in its residual would have said so: the proportion is the assumption is the collection’s standing case of an answer that is a function of a model nobody had asked the picture about. Here the model was the number of springs.

What the fit takes from outside the rows

Where the camera stands. The two-mode fit is told the lever arm, and the one-oscillator fit is shown to be biased without it. The arm is a length on the vehicle, measured once; a fit could also be asked for it, as the earlier essay asked for the road’s slope, and whether one pass reads it was not measured.

The road’s slope, and its being one straight line. Taken here as the survey standard, as the earlier essays took it before freeing it; a road whose spectrum bends near the swellings would give the fit a shape it has no model for.

Two modes and no more. A real body also rolls, and its wheels hop on their tyres at ten hertz or so. The roll moves the camera sideways and turns it about the line of sight, which this measurement does not model; the wheel hop is far above the band read here. A body with a third mode in band would leave a third signature, and the two-mode fit would fold it into whichever of its two modes it resembled.

The modes are independent. The body’s pitch and bounce are taken to answer the road separately, through the chord and the mean. A real car whose springs differ front and rear couples them, so that a bump excites both at once in a fixed proportion; the rows would then carry the coupled modes, and the fit’s two frequencies would be theirs rather than a pure pitch and a pure bounce.

What the second mode was worth

A scroll camera rings with its suspension began this line of reading with one step in the road and one oscillator; a scroll is a camera that moves is the reason any of it is possible, since the rows record the camera’s motion before they record the scene. The motion of a real vehicle has more than one part, and the rows record every part that turns or lifts the camera. The one-oscillator fit was not wrong about what it saw; it was wrong about what it was seeing, folding two modes into one at a frequency that belonged to neither unless the camera happened to be well ahead of the centre. With the second mode in the model, one pass reads both frequencies and both dampings, says whether the bounce is there, and exposes a lever-arm bias the earlier readings would have carried on any real installation.

Still open: whether the rows read the camera’s lever arm as well as the modes

The two-mode fit here was told how far ahead of the body’s centre the camera stands, and a fit not told it reads a 1.4 hertz pitch as 1.5. The arm enters the rows in a particular way — it adds the pitch’s own swelling to the lift channel, in proportion — and that is a shape, like the road’s slope, which the whole spectrum might draw plainly enough to be read.

The measurement that settles what that is worth makes the lever arm a fifth unknown of the two-mode fit, reads twenty roads at arms of nought to two and a half metres, and asks how well one pass reads the arm, whether reading it costs the two frequencies anything, and whether a body with no bounce, where the lift channel carries only the pitch through the arm, reads its arm better or worse than one that bounces — since there the arm is the only thing the lift channel has to say.

What links here

Computed from the collection, not written here: the essays that point at this one.

Shares its objects with

Essays that name at least two of the same things, and that neither author linked.

Named objects

A flat tag is an object no other essay names yet.

Crossed-slitsdegrees of freedomIdentifiabilityleast squaresModel errorPushbroom