Real-Time Kalman Filter: Cooling of an Optically Levitated Nanoparticle
arXiv:1712.07921 · doi:10.1103/PhysRevA.97.033822
Abstract
We demonstrate that a Kalman filter applied to estimate the position of an optically levitated nanoparticle, and operated in real-time within a Field Programmable Gate Array (FPGA), is sufficient to perform closed-loop parametric feedback cooling of the centre of mass motion to sub-Kelvin temperatures. The translational centre of mass motion along the optical axis of the trapped nanoparticle has been cooled by three orders of magnitude, from a temperature of 300K to a temperature of 162 +/- 15mK.
8 pages, 3 figures
References in corpus (13)
- A Straightforward Introduction to Continuous Quantum Measurement
- Large Quantum Superpositions and Interference of Massive Nanometer-Sized Objects
- Gravitational Decoherence
- Quantum Kalman Filtering and the Heisenberg Limit in Atomic Magnetometry
- Optical levitation of 10 nanogram spheres with nano- acceleration sensitivity
- Optically levitated nanoparticle as a model system for stochastic bistable dynamics
- Optimal state estimation for cavity optomechanical systems
- Testing quantum gravity by nanodiamond interferometry with nitrogen-vacancy centers
- A proposal for the experimental detection of CSL induced random walk
- Quantum limits to gravity estimation with optomechanics
- Non-equilibrium steady state of a driven levitated particle with feedback cooling
- When Cavendish meets Feynman: A quantum torsion balance for testing the quantumness of gravity
- Wigner Function Reconstruction in Levitated Optomechanics
Cited by in corpus (31)
- Real-time optimal quantum control of mechanical motion at room temperature
- Optimal Feedback Cooling of a Charged Levitated Nanoparticle with Adaptive Control
- Observing and Verifying the Quantum Trajectory of a Mechanical Resonator
- Accurate mass measurement of a levitated nanomechanical resonator for precision force sensing
- Precession Motion in Levitated Optomechanics
- Characterization and Testing of a Micro-g Whispering Gallery Mode Optomechanical Accelerometer
- Massive quantum systems as interfaces of quantum mechanics and gravity
- Force-Gradient Sensing and Entanglement via Feedback Cooling of Interacting Nanoparticles
- Detecting Acceleration-Enhanced Vacuum Fluctuations with Atoms Inside a Cavity
- Noisy atomic magnetometry in real time
- Electric feedback cooling of single charged nanoparticles in an optical trap
- Quantum State Smoothing for Linear Gaussian Systems
- IQ Mixer Calibration for Superconducting Circuits
- Unconditional mechanical squeezing via back-action evading measurements and non-optimal feedback control
- Cooling of a levitated nanoparticle with digital parametric feedback
- Static force characterization with Fano anti-resonance in levitated optomechanics
- Noisy atomic magnetometry with Kalman filtering and measurement-based feedback
- Detection of anisotropic particles in levitated optomechanics
- Mechanical cooling and squeezing using optimal control
- Optimal control for feedback cooling in cavityless levitated optomechanics
- Imaging based feedback cooling of a levitated nanoparticle
- Exploiting non-linear effects in optomechanical sensors with continuous photon-counting
- Quantum retrodiction in Gaussian systems and applications in optomechanics
- Steady-state entanglement of interacting masses in free space through optimal feedback control
- Roto-translational optomechanics
- Stochastic Langevin propagation for classical and quantum optomechanics
- Efficient inference of quantum system parameters by Approximate Bayesian Computation
- Theoretical Limits of Protocols for Distinguishing Different Unravelings
- Nonlinear stochastic and quantum motion from Coulomb forces
- Force Tracking in Cavity Optomechanics with a Two-Level Quantum System by Kalman Filtering
- Application of simultaneous and continuous measurement of noncommutative observables: Preparation of the pure ideal quadrature-squeezed state by feedback control