Do dolphins use nonlinear mathematics?

Jul 18, 2012
This is professor Tim Leighton and dolphin. Credit: University of Southampton

Research from the University of Southampton, which examines how dolphins might process their sonar signals, could provide a new system for man-made sonar to detect targets, such as sea mines, in bubbly water.

When hunting prey, dolphins have been observed to blow 'bubble nets' around schools of fish, which force the fish to cluster together, making them easier for the dolphins to pick off. However, such bubble nets would confound the best man-made because the strong scattering by the bubbles generates 'clutter' in the sonar image, which cannot be distinguished from the true .

Taking a dolphin's sonar and characterising it from an engineering perspective, it is not superior to the best man-made sonar. Therefore, in blowing bubble nets, dolphins are either 'blinding' their echolocation sense when hunting or they have a facility absent in man-made sonar.

The study by Professor Tim Leighton, from the University's Institute of Sound and Vibration Research (ISVR), and colleagues examined whether there is a way by which dolphins might process their sonar signals to distinguish between targets and clutter in bubbly water.

In the study, published in Proceedings of the Royal Society A, Professor Leighton along with Professor Paul White and student Gim Hwa Chua used echolocation pulses of a type that dolphins emit, but processed them using nonlinear mathematics instead of the standard way of processing sonar returns. This Biased Pulse Summation Sonar (BiaPSS) reduced the effect of clutter by relying on the variation in click , such as that which occurs when a dolphin emits a sequence of clicks.

Professor Leighton says: "We know that dolphins emit sequences of clicks and the amplitude of each click can vary from one to the next, so that not all the clicks are the same loudness. We asked, what if this variation in amplitude was not coincidental, but instead was key to distinguishing fish from bubbles.

"These clicks were shown to identify targets when processed using nonlinear mathematics, raising the question of whether dolphins also benefit from such mathematics. The variation in amplitude of these clicks is the key: it produces changes in the echoes which can identify the target (fish) in the bubble net, where man-made sonar does not work.

"Although this does not conclusively prove that dolphins do use such nonlinear processing, it demonstrates that humans can detect and classify targets in bubbly water using dolphin-like sonar pulses, raising intriguing possibilities for dolphin sonar when they make bubble nets."

BiaPSS was shown to be effective in distinguishing targets from the clutter generated by bubbles in the 'field of view' of the sonar. One such target is a sea mine, which is relatively simple to purchase, and inexpensive (around $1,000 each) compared to the financial damage (let alone injury and loss of life) that they cause (for example $96 million repair to USS Samuel B Roberts; $24 million repair to USS Princeton; $3.6 million to USS Tripoli).

Professor Leighton adds: "There are still questions to answer. For one thing, dolphins would have to use a frequency, when they enter bubbly water, which is sufficiently low that they can hear up to frequencies twice as high in pitch. Until measurements are taken of wild dolphin sonar as they hunt in bubbly water, these questions will remain unanswered. What we have shown is that it is not impossible to distinguish targets in bubbly water using the same sort of pulses that use."

The authors previously proposed a form of sonar signal (TWIPS: Twin Inverted Pulse Sonar) that could work in bubble clouds, consisting of pairs of pulses that were identical except that one was inverted with respect to the other, that could detect targets in bubbly water if the signal processing were to make use of nonlinear mathematics. However, while these TWIPS pulses were successful, there was no conclusive evidence that the types of pulses devised for that study are used by any type of dolphin.

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More information: Do dolphins benefit from nonlinear mathematics when processing their sonar returns? Published online before print July 18, 2012, doi: 10.1098/rspa.2012.0247

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tadchem
5 / 5 (3) Jul 18, 2012
The auditory mechanism of mammals includes a hardware (analog) frequency analyzer. Sounds are sorted spectroscopically *before* they are processed for audio direction finding. This permits instantaneous discrimination between high-frequency components (produced by bubbles) and lower frequency components due to fish.
Tausch
2.7 / 5 (3) Jul 18, 2012
Sounds are sorted spectroscopically... -tadchem


You might mean fourier tranforms are perform on incoming mechanical vibrations.

...a hardware (analog) frequency analyzer...-tadchem

You might mean inner ear basilar cilia (hair).

The analogy to the inner ear 'mechanics' is a undamped piano strings scale. An impulse of energy (a clap of your hands) will set all strings in motion - the impulse contains all frequences - the strings respond according to their resonsance (dimensions).

Yes. Of course. That is what you mean.
:)

Direction (audio) is determined because the brain has two imputs
to 'work' with - implying acountical as well as biochemical physics.
Deathclock
4.3 / 5 (6) Jul 18, 2012
Right, dolphins use nonlinear mathematics just like every human uses fourier transforms... they just don't realize it, and couldn't do it consciously to save their lives.
wwqq
5 / 5 (3) Jul 18, 2012
Telling the direction of a sound is way more subtle than mere comparing of time of arrival differences and intensity differences. These will only narrow down the sound inside a "conical shell".

One of the ways this ambiguity is resolved is by having an assymetric outer ear. The sound will go into the ear directly, but it will also be reflected into the ear canal by the outer ear. This will create frequency notches where the signal and the reflected signal are out of phase. Because you have two ears with different filtering you have some idea how the unfiltered signal should sound like
gwrede
4 / 5 (1) Jul 18, 2012
Non-linear, non-shminear... That's as smart as saying that the guy at the pub throwing darts is using second-degree polynomials to calculate the needed neural pulses to send to his muscles.

I agree with wwqq. If we only used the sound arrival difference between the ears, we couldn't hear the difference between something in front or behind us. There's much more to hearing than that.

There's a nice example on YouTube. (Please listen to it with your headphones, and your eyes shut!)
Tausch
1 / 5 (1) Jul 20, 2012
Human hearing is largely phase insensitive.
Phase is however paradoxically used to tune all musical instruments.
Donno about 'musical'dolphins.