Survey of reinforcement-learning-based MAC protocols for wireless ad hoc networks with a MAC reference model
Z Zheng, S Jiang, R Feng, L Ge, C Gu - Entropy, 2023 - mdpi.com
In this paper, we conduct a survey of the literature about reinforcement learning (RL)-based
medium access control (MAC) protocols. As the scale of the wireless ad hoc network …
medium access control (MAC) protocols. As the scale of the wireless ad hoc network …
Multi-hop LoRa network protocol with minimized latency
DL Mai, MK Kim - Energies, 2020 - mdpi.com
LoRa (Long Range) is a long-range communications capacity with chirp spread spectrum
modulation. It has been developed for Internet of Things (IoT) applications for long-distance …
modulation. It has been developed for Internet of Things (IoT) applications for long-distance …
An adaptive backoff selection scheme based on Q-learning for CSMA/CA
Z Zheng, S Jiang, R Feng, L Ge, C Gu - Wireless Networks, 2023 - Springer
In dynamic wireless networks, nodes move in large-scale spaces with different
communications scenarios, including network traffic and unpredicted link state change …
communications scenarios, including network traffic and unpredicted link state change …
Reinforcement learning based multi-parameter joint optimization in dense multi-hop wireless networks
J Lei, D Tan, X Ma, Y Wang - Ad Hoc Networks, 2024 - Elsevier
Abstract Carrier Sense Multiple Access with Collision Avoid (CSMA/CA) restricts the channel
utilization efficiency although it always is regarded as a promising distributed channel …
utilization efficiency although it always is regarded as a promising distributed channel …
A smart multichannel slotted sense multiple access protocol for industrial wireless sensor networks
TT Nguyen, H Oh - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) can be used for monitoring and control applications in
which a server collects data from a work field and provides a service based on the analysis …
which a server collects data from a work field and provides a service based on the analysis …
无人机自组网中基于优先级和发送概率的低时延MAC 协议设计.
王洁, 王海军, 张晓瀛, 赵海涛… - Journal of Signal …, 2024 - search.ebscohost.com
媒体接入控制(MAC) 协议是满足数据传输质量服务需求的一项关键技术, 其性能的优劣直接决定
了网络的整体运行效率. 相较于其他经典MAC 协议, 基于统计优先级的多址接入(SPMA) …
了网络的整体运行效率. 相较于其他经典MAC 协议, 基于统计优先级的多址接入(SPMA) …
Link quality estimation from burstiness distribution metric in industrial wireless sensor networks
NH Nguyen, MK Kim - Energies, 2020 - mdpi.com
Although mature industrial wireless sensor network applications increasingly require low-
power operations, deterministic communications, and end-to-end reliability, it is very difficult …
power operations, deterministic communications, and end-to-end reliability, it is very difficult …
A novel and optimized computational framework for energy efficient data dissemination in wireless sensor network.
DM Kavanathottahil… - International Journal of …, 2024 - search.ebscohost.com
Wireless sensor network (WSN) is an integral part of internet-of-things (IoT), where a large
scale of data transmission and various complex services are identified to be delivered. In …
scale of data transmission and various complex services are identified to be delivered. In …
Comprehensive evaluation method of micro-energy harvesters for power supply of outdoor wireless sensors
L Guo, S Wang, H Chen, A Yang… - IOP Conference Series …, 2021 - iopscience.iop.org
There have been many solar or wind micro-energy collection technologies for outdoor
wireless sensors, but it is difficult to compare them horizontally and choose the appropriate …
wireless sensors, but it is difficult to compare them horizontally and choose the appropriate …
NCSMA: A NOMA-Based CSMA/CA Protocol for Ad Hoc Networks
G Peng, D Fang, B Fu, N Zhang - 2024 IEEE 35th International …, 2024 - ieeexplore.ieee.org
Carrier-sense multiple access with collision avoidance (CSMA/CA) is one of the
fundamental medium access control (MAC) protocols for ad hoc networks. As a network …
fundamental medium access control (MAC) protocols for ad hoc networks. As a network …