86 citations · 783 across the 36 of their papers we have counts for
37 papers
Time-dependent multiparameter estimation for quantum experiments via online-offline sequential Monte-Carlo method
Chattamas Manoworakul, Jason F. Ralph, Nattaphong Wonglakhon +1
While typical online estimation methods can estimate the multiparameter dynamics of many systems, they may not be sufficient for a system with highly noisy measurement and rapid de…
Convolutional Neural Networks for Aerial Vehicle Detection and Recognition
Amir Soleimani, Nasser M. Nasrabadi, Elias Griffith +2
This paper investigates the problem of aerial vehicle recognition using a text-guided deep convolutional neural network classifier. The network receives an aerial image and a desir…
A System for the Generation of Synthetic Wide Area Aerial Surveillance Imagery
Elias J Griffith, Chinmaya Mishra, Jason F. Ralph +1
The development, benchmarking and validation of aerial Persistent Surveillance (PS) algorithms requires access to specialist Wide Area Aerial Surveillance (WAAS) datasets. Such dat…
Real-Time Kalman Filter: Cooling of an Optically Levitated Nanoparticle
Ashley Setter, Marko Toroš, Jason F. Ralph +1
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)…
Dynamical model selection near the quantum-classical boundary
Jason F. Ralph, Marko Toroš, Simon Maskell +4
We discuss a general method of model selection from experimentally recorded time-trace data. This method can be used to distinguish between quantum and classical dynamical models.…
Multi-parameter estimation along quantum trajectories with Sequential Monte Carlo methods
Jason F Ralph, Simon Maskell, Kurt Jacobs
This paper proposes an efficient method for the simultaneous estimation of the state of a quantum system and the classical parameters that govern its evolution. This hybrid approac…