Perturbation-based formulation of maximum likelihood MIMO detection for coherent ising machines

AK Singh, D Venturelli… - GLOBECOM 2022-2022 …, 2022 - ieeexplore.ieee.org
The last couple of years have seen an emergence of physics-inspired computing for
maximum likelihood MIMO detection. These methods involve transforming the MIMO …

Improving performance of logical qubits by parameter tuning and topology compensation

J Raymond, N Ndiaye, G Rayaprolu… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
Optimization or sampling of arbitrary pairwise Ising models, in a quantum annealing protocol
of constrained interaction topology, can be enabled by a minor-embedding procedure. The …

Ferromagnetically shifting the power of pausing

Z Gonzalez Izquierdo, S Grabbe, S Hadfield… - Physical Review …, 2021 - APS
We study the interplay between quantum annealing parameters in embedded problems,
providing both deeper insights into the physics of these devices and pragmatic …

Minimizing delay in network function visualization with quantum computing

W Xuan, Z Zhao, L Fan, Z Han - … on Mobile Ad Hoc and Smart …, 2021 - ieeexplore.ieee.org
Network function virtualization (NFV) is a crucial technology for the 5G network development
because it can improve the flexibility of employing hardware and reduce the construction of …

Hybrid quantum-classical scheduling optimization in UAV-enabled IoT networks

F Vista, G Iacovelli, LA Grieco - Quantum Information Processing, 2023 - Springer
This work investigates a scenario in which a swarm of unmanned aerial vehicles serves a
set of sensor nodes, adopting the time division multiple access scheme. To ensure fair …

Ising Machines' Dynamics and Regularization for Near-Optimal Large and Massive MIMO Detection

AK Singh, K Jamieson, D Venturelli… - arXiv preprint arXiv …, 2021 - arxiv.org
Optimal MIMO detection has been one of the most challenging and computationally
inefficient tasks in wireless systems. We show that the new analog computing techniques …

Performance of oscillator ising machines on realistic mu-mimo decoding problems

J Roychowdhury, J Wabnig, KP Srinath - 2021 - researchsquare.com
Ising machines have recently been attracting attention due to their apparent ability to solve
difficult combinatorial problems using analog operational principles. Oscillator Ising …

Resource optimization of sfc embedding for iot networks using quantum computing

M Emu, S Choudhury, K Salomaa - 2022 IEEE 27th …, 2022 - ieeexplore.ieee.org
Embedding Service Function Chain (SFC) into the massive and resource-hungry Internet of
Things (IoT) substrate graph is a critical optimization research problem. Unfortunately, the …

Milestones on the quantum utility highway

C McGeoch, P Farré - 2022 IEEE/ACM 7th Symposium on Edge …, 2022 - ieeexplore.ieee.org
We define the quantum utility performance metric and three milestones, which define
quantum utility as measured in some limited context. Current and previous-generation …

A cost and power feasibility analysis of quantum annealing for NextG cellular wireless networks

S Kasi, PA Warburton, J Kaewell… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In order to meet mobile cellular users' ever-increasing data demands, today's 4G and 5G
wireless networks are designed mainly with the goal of maximizing spectral efficiency. While …