Evolution of NOMA toward next generation multiple access (NGMA) for 6G

Y Liu, S Zhang, X Mu, Z Ding, R Schober… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
Due to the explosive growth in the number of wireless devices and diverse wireless
services, such as virtual/augmented reality and Internet-of-Everything, next generation …

Robotic communications for 5g and beyond: Challenges and research opportunities

Y Liu, X Liu, X Gao, X Mu, X Zhou… - IEEE …, 2021 - ieeexplore.ieee.org
The ongoing surge in applications of robotics brings both opportunities and challenges for
the fifth-generation (5G) and beyond (B5G) of communication networks. This article focuses …

[HTML][HTML] Deep reinforcement learning-based video offloading and resource allocation in noma-enabled networks

S Gao, Y Wang, N Feng, Z Wei, J Zhao - Future Internet, 2023 - mdpi.com
With the proliferation of video surveillance system deployment and related applications, real-
time video analysis is very critical to achieving intelligent monitoring, autonomous driving …

Communication-aware path design for indoor robots exploiting federated deep reinforcement learning

R Luo, H Tian, W Ni - … on Personal, Indoor and Mobile Radio …, 2021 - ieeexplore.ieee.org
Robots have been widely used in the era of Inter-net of Things (IoT) and become an
important driver behind 6G systems. However, due to the mobility of robots and the …

Joint Trajectory and Radio Resource Optimization for Autonomous Mobile Robots Exploiting Multi-Agent Reinforcement Learning

R Luo, W Ni, H Tian, J Cheng… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Rapid and efficient sensor data acquisition plays a critical role in the decision-making
process of each robot in a multi-robot smart factory. This paper investigates the trajectory …

[HTML][HTML] A semantic partition algorithm based on improved K-means clustering for large-scale indoor areas

K Shi, J Yan, J Yang - ISPRS international journal of geo-information, 2024 - mdpi.com
Reasonable semantic partition of indoor areas can improve space utilization, optimize
property management, and enhance safety and convenience. Existing algorithms for such …

Intelligent resource optimization for scalable and energy-efficient heterogeneous IoT devices

S Gupta, N Patel, A Kumar, NK Jain, P Dass… - Multimedia Tools and …, 2024 - Springer
Due to resource shortages and device diversity, energy efficiency and scalability issues are
critical in the Internet of Things (IoT) space. Managing edge resources consistently to …

Path Planning Optimization Based Interference Awareness for Mobile Robots in mmWave Multi Cell Networks

Y Ren, V Friderikos - IEEE Transactions on Vehicular …, 2024 - ieeexplore.ieee.org
The emerging beyond fifth-generation (B5G) and envisioned sixth-generation (6 G) wireless
networks are considered as key enablers in supporting a diversified set of applications for …

Quantifying the Impact of Localization Error on Indoor Channel Prediction Using REMs

F Burmeister, Z Li, N Schwarzenberg… - … 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
Knowledge about the current and future states of a radio channel takes the reliability of a
communications system to a new level. A Radio Environment Map (REM) contains …

Improved A* Algorithm for Intelligent Navigation Path Planning

L Dong - Informatica, 2024 - informatica.si
For path planning in intelligent navigation, traditional navigation maps currently cannot meet
the requirements of autonomous navigation and optimal path search in terms of three …