Physics-inspired heuristics for soft MIMO detection in 5G new radio and beyond

M Kim, S Mandrà, D Venturelli… - Proceedings of the 27th …, 2021 - dl.acm.org
Overcoming the conventional trade-off between throughput and bit error rate (BER)
performance, versus computational complexity is a long-term challenge for uplink Multiple …

Quantum algorithm for higher-order unconstrained binary optimization and MIMO maximum likelihood detection

M Norimoto, R Mori, N Ishikawa - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this paper, we propose a quantum algorithm that supports a real-valued higher-order
unconstrained binary optimization (HUBO) problem. This algorithm is based on the Grover …

A quantum annealer-enabled decoder and hardware topology for nextg wireless polar codes

S Kasi, J Kaewelh, K Jamieson - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
We present the Hybrid Polar Decoder (HyPD), a hybrid classical–quantum decoder design
for Polar error correction codes, which are becoming widespread in today's 5G and …

Intelligent reflecting surface (IRS) allocation scheduling method using combinatorial optimization by quantum computing

T Ohyama, Y Kawamoto, N Kato - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Intelligent Reflecting Surface (IRS) significantly improves the energy utilization efficiency in
6th generation cellular communication systems. Here, we consider a system with multiple …

Warm-started quantum sphere decoding via reverse annealing for massive iot connectivity

M Kim, D Venturelli, J Kaewell… - Proceedings of the 28th …, 2022 - dl.acm.org
With the continuous growth of the Internet of Things (IoT), the trend of increasing numbers of
IoT devices will continue. To increase the network's capability to support a large number of …

Evaluation of quantum annealer performance via the massive MIMO problem

ZI Tabi, Á Marosits, Z Kallus, P Vaderna, I Gódor… - IEEE …, 2021 - ieeexplore.ieee.org
Quantum annealing offers an appealing route to handle large-scale optimization problems.
Existing Quantum Annealing processing units are readily available via cloud platform …

Evaluation of QAOA based on the approximation ratio of individual samples

J Larkin, M Jonsson, D Justice… - Quantum Science and …, 2022 - iopscience.iop.org
The quantum approximate optimization algorithm (QAOA) is a hybrid quantum–classical
algorithm to solve binary-variable optimization problems. Due to the short circuit depth and …

Quantum wireless sensing: Principle, design and implementation

F Zhang, B Jin, Z Lan, Z Chang, D Zhang… - Proceedings of the 29th …, 2023 - dl.acm.org
Recent years have witnessed a tremendous amount of interest in wireless sensing, ie,
instead of employing traditional sensors, wireless signal is utilized for sensing purposes …

Mixer-phaser ansätze for quantum optimization with hard constraints

R LaRose, E Rieffel, D Venturelli - Quantum Machine Intelligence, 2022 - Springer
We introduce multiple parametrized circuit ansätze and present the results of a numerical
study comparing their performance with a standard Quantum Alternating Operator Ansatz …

Low-latency visible light backscatter networking with RetroMUMIMO

K Xu, C Gong, B Liang, Y Wu, B Di, L Song… - Proceedings of the 20th …, 2022 - dl.acm.org
Visible Light Backscatter Communication (VLBC) presents an emerging ultra-low-power IoT
connectivity solution with high spatial-spectral efficiency and intrinsic human-perceivable …