Maximum-likelihood detection with QAOA for massive MIMO and Sherrington-Kirkpatrick model with local field at infinite size

B Gulbahar - IEEE Transactions on Wireless Communications, 2024 - ieeexplore.ieee.org
Quantum-approximate optimization algorithm (QAOA) is promising in Noisy Intermediate-
Scale Quantum (NISQ) computers with applications for NP-hard combinatorial optimization …

X-resq: Reverse annealing for quantum mimo detection with flexible parallelism

M Kim, AK Singh, D Venturelli, J Kaewell… - arXiv preprint arXiv …, 2024 - arxiv.org
Quantum Annealing (QA)-accelerated MIMO detection is an emerging research approach in
the context of NextG wireless networks. The opportunity is to enable large MIMO systems …

Towards Quantum-Native Communication Systems: New Developments, Trends, and Challenges

X Zhou, A Shen, S Hu, W Ni, X Wang, E Hossain… - arXiv preprint arXiv …, 2023 - arxiv.org
The potential synergy between quantum communications and future wireless
communication systems is explored. By proposing a quantum-native or quantum-by-design …

Towards hybrid classical-quantum computation structures in wirelessly-networked systems

M Kim, D Venturelli, K Jamieson - … of the 19th ACM Workshop on Hot …, 2020 - dl.acm.org
With unprecedented increases in traffic load in today's wireless networks, design challenges
shift from the wireless network itself to the computational support behind the wireless …

Quantum computing for mimo beam selection problem: Model and optical experimental solution

Y Huang, W Li, C Pan, S Hou, X Lu… - … 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
Massive multiple-input multiple-output (MIMO) has gained widespread popularity in recent
years due to its ability to increase data rates, improve signal quality, and provide better …

Finer-grained decomposition for parallel quantum MIMO processing

M Kim, K Jamieson - ICASSP 2023-2023 IEEE International …, 2023 - ieeexplore.ieee.org
Exploiting (near-) optimal MIMO signal processing algorithms in the next generation (NextG)
cellular systems holds great promise in achieving significant wireless performance gains in …

MU-MIMO Detection Using Oscillator Ising Machines

S Sreedhara, J Roychowdhury… - 2023 IEEE/ACM …, 2023 - ieeexplore.ieee.org
Over the last several years, Oscillator Ising Machines (OIMs) have been shown to
heuristically solve NP-hard combinatorial optimization (CO) problems, most notably MAX …

Quantum annealing for next-generation MU-MIMO detection: Evaluation and challenges

JCDL Ducoing, K Nikitopoulos - ICC 2022-IEEE International …, 2022 - ieeexplore.ieee.org
Multi-user (MU), multiple-input, multiple-output (MIMO) detection has been extensively
investigated, and many techniques have been proposed. However, further performance …

Uplink MIMO detection using Ising machines: A multi-stage Ising approach

AK Singh, A Kapelyan, D Venturelli… - arXiv preprint arXiv …, 2023 - arxiv.org
Multiple-Input-Multiple-Output~(MIMO) signal detection is central to every state-of-the-art
communication system, and enhancements in error performance and computation …

Fasthare: Fast hamiltonian reduction for large-scale quantum annealing

P Thai, MT Thai, T Vu, TN Dinh - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Quantum annealing (QA) that encodes optimization problems into Hamiltonians remains the
only near-term quantum computing paradigm that provides sufficient many qubits for real …