Quantum engineers remove roadblock in developing next-generation technologies

Mar 08, 2011
From just 18 randomly selected white tiles (representing measurements) out of a potential 576, the researchers were able to estimate the behaviour of a quantum device (illustrated by the yellow section). Image credit: Alessandro Fedrizzi

(PhysOrg.com) -- An international team has removed a major obstacle to engineer quantum systems that will play a key role in the computers, communication networks, and even biomedical devices of the future.

With the process of miniaturisation advancing by the day, will come to dominate our everyday lives.

At present it is extremely difficult to characterise — the number of measurements required increases exponentially with the number of quantum parts. For example, an 8-qubit quantum computer would require over a billion measurements.

“Imagine that you're building a car but you can't test-drive it. This is the situation that quantum engineers are facing at the moment,” said University of Queensland's Dr Alessandro Fedrizzi, co-author of the study that was recently published in .

“We have now found a way to test quantum devices efficiently, which will help transform them from small-scale laboratory experiments to real-world applications.”

The team also include UQ collaborators Dr Marcelo de Almeida, Professor Andrew White and PhD student Matthew Broome, as well as researchers from Princeton University, the Massachusetts Institute of Technology (MIT), and SC Solutions, Inc. The researchers adapted techniques from “compressive sensing”, a hugely successful mathematical data compression method and for the first time, have applied it to experimental quantum research.

“Audio signals have natural patterns which can be compressed to vastly smaller size without a significant quality loss: this means we now store in a single CD what used to take hundreds. In the same way, compressive sensing now allows us to drastically simplify the measurement of quantum systems,” said Dr Alireza Shabani, the study's main author from Princeton University.

“A common example for data compression is a Sudoku puzzle: only a few numbers will allow you to fill in the whole grid. Similarly, we can now estimate the behaviour of a quantum device from just a few key parameters,” said co-author Dr Robert Kosut from SC Solutions, Inc., who developed the algorithm with Dr Shabani, Dr Masoud Mohseni (MIT) and Professor Hershel Rabitz (Princeton University).

The researchers tested their compressive sensing algorithm on a photonic two-qubit quantum computer built at UQ, and demonstrated they could obtain high-fidelity estimates from as few as 18 measurements, compared to the 240 normally required.

The team expects its technique could be applied in a wide range of architectures including quantum-based computers, , metrology devices and even biotechnology.

Explore further: Quantum computers could greatly accelerate machine learning

More information: The paper, "Efficient Measurement of Quantum Dynamics via Compressive Sensing," by A. Shabani et al., was published in the March 2011 edition of Physical Review Letters. DOI:10.1103/PhysRevLett.106.100401

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User comments : 6

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bimachakti
5 / 5 (2) Mar 08, 2011
The Quantum Technology..
apex01
5 / 5 (2) Mar 08, 2011
I hear about so many quantum tech breakthroughs. So when will there be a quantum desktop computer on my desk?
Jaeherys
1 / 5 (1) Mar 08, 2011
Not for a while I'd expect :(. Oh it would be nice to transfer my brain into a quantum computer!
SmartK8
5 / 5 (1) Mar 08, 2011
apex01: You're having it right now, just in a different universe. But I guess some of those computers will share their states with the one you'll have in the near future. This reminds me, that the universe which will get the quantum computing will make the results invalid for fine couple of billions of other universes. Let's hope MWI (many-worlds interpretation) is just wrong.
syhprum
not rated yet Mar 09, 2011
Is there any possibility that these new mathematical tehniques will allow quantum type calculations to be done on a conventual type computer.
Russell_Kirkby
not rated yet Mar 11, 2011
Sure; by using ur PC as a terminal.

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