A survey of recent advances in optimization methods for wireless communications
Mathematical optimization is now widely regarded as an indispensable modeling and
solution tool for the design of wireless communications systems. While optimization has …
solution tool for the design of wireless communications systems. While optimization has …
The quantum internet: A synergy of quantum information technologies and 6G networks
The quantum internet is a cutting‐edge paradigm that uses the unique characteristics of
quantum technology to radically alter communication networks. This new network type is …
quantum technology to radically alter communication networks. This new network type is …
Quantum-inspired real-time optimization for 6G networks: opportunities, challenges, and the road ahead
It is envisioned that 6G, unlike its predecessor 5G, will depart from connected machines and
connected people to connected intelligence. The main goal of 6G networks is to support …
connected people to connected intelligence. The main goal of 6G networks is to support …
Quantum multi-agent reinforcement learning for autonomous mobility cooperation
For Industry 4.0 Revolution, cooperative autonomous mobility systems are widely used
based on multi-agent reinforcement learning (MARL). However, the MARL-based algorithms …
based on multi-agent reinforcement learning (MARL). However, the MARL-based algorithms …
Quantum machine intelligence for 6G URLLC
Immersive and mission-critical data-driven applications, such as virtual or augmented reality,
tactile Internet, industrial automation, and autonomous mobility, are creating unprecedented …
tactile Internet, industrial automation, and autonomous mobility, are creating unprecedented …
Ising machines' dynamics and regularization for near-optimal mimo detection
Optimal MIMO detection is one of the most computationally challenging tasks in wireless
systems. We show that new analog computing approaches, such as Coherent Ising …
systems. We show that new analog computing approaches, such as Coherent Ising …
Resource allocation optimization by quantum computing for shared use of standalone irs
T Ohyama, Y Kawamoto, N Kato - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Intelligent reflecting surfaces (IRSs) have attracted attention as a technology that can
considerably improve the energy utilization efficiency of sixth-generation (6G) mobile …
considerably improve the energy utilization efficiency of sixth-generation (6G) mobile …
Quantum-assisted combinatorial optimization for reconfigurable intelligent surfaces in smart electromagnetic environments
We have recently seen a surge in interest in leveraging reconfigurable intelligent surfaces
(RISs) in smart radio environments. One critical question is how to efficiently optimize the …
(RISs) in smart radio environments. One critical question is how to efficiently optimize the …
[HTML][HTML] Role of quantum computing in shaping the future of 6 G technology
Context The emergence of 6 G technology heralds a groundbreaking era in digital
connectivity, envisaging universal and seamless links. To address the intricate …
connectivity, envisaging universal and seamless links. To address the intricate …
Quantum machine learning for next-G wireless communications: Fundamentals and the path ahead
B Narottama, Z Mohamed… - IEEE Open Journal of the …, 2023 - ieeexplore.ieee.org
A comprehensive coverage of the state-of-the-art in quantum machine learning (QML)
methodologies, with a unique perspective on their applications for wireless communications …
methodologies, with a unique perspective on their applications for wireless communications …