Smart collaborative automation for receive buffer control in multipath industrial networks
Artificial intelligence is being utilized in multipath industrial networks to enhance service
supporting ability. However, existing obstacles in controlling receive buffer restrict …
supporting ability. However, existing obstacles in controlling receive buffer restrict …
-MPTCP: A Learning-Driven Latency-Aware Multipath Transport Scheme for Industrial Internet Applications
With various industrial wireless networks greeting booming development, modern industrial
devices configured with several network interfaces increasingly become the norm. Such …
devices configured with several network interfaces increasingly become the norm. Such …
Cross-network fusion and scheduling for heterogeneous networks in smart factory
In the context of Industry 4.0, extensive deployment and application of advanced
manufacturing equipment and various sensors is leading to a growing demand for data …
manufacturing equipment and various sensors is leading to a growing demand for data …
Toward Deep Q-Network-Based Resource Allocation in Industrial Internet of Things
With the increasing adoption of Industrial Internet-of-Things (IIoT) devices, infrastructures,
and supporting applications, it is critical to design schemes to effectively allocate resources …
and supporting applications, it is critical to design schemes to effectively allocate resources …
Fog assisted 6TiSCH tri-layer network architecture for adaptive scheduling and energy-efficient offloading using rank-based Q-learning in smart industries
A Rafiq, W Ping, W Min… - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
The smart industry is a significant realization of the internet of things. IPv6 over time-slotted
channel hopping (6TiSCH) is the new standard that has emerged as a promising technology …
channel hopping (6TiSCH) is the new standard that has emerged as a promising technology …
Multipath communication with deep Q-network for industry 4.0 automation and orchestration
SR Pokhrel, S Garg - IEEE Transactions on Industrial …, 2020 - ieeexplore.ieee.org
In this article, we design a novel multipath communication framework for Industry 4.0 using
deep Q-network [1] to achieve human-level intelligence in networking automation and …
deep Q-network [1] to achieve human-level intelligence in networking automation and …
Reinforcement learning-based control and networking co-design for industrial internet of things
Industrial Internet-of-Things (IIoT), also known as Industry 4.0, is the integration of Internet of
Things (IoT) technology into the industrial manufacturing system so that the connectivity …
Things (IoT) technology into the industrial manufacturing system so that the connectivity …
Performance optimization for energy-efficient industrial Internet of Things based on ambient backscatter communication: An A3C-FL approach
The recent advent of the Industry 4.0 era has led to the need to transform the industrial
Internet of Things towards green, low-carbon and sustainable development. This is due to …
Internet of Things towards green, low-carbon and sustainable development. This is due to …
QoS-aware cross-layer configuration for industrial wireless sensor networks
In many applications of industrial sensor networks, stringent reliability and maximum delay
constraints paired with priority demands on a sensor-basis are present. These quality of …
constraints paired with priority demands on a sensor-basis are present. These quality of …
Function split between delay-constrained routing and resource allocation for centrally managed QoS in industrial networks
JW Guck, M Reisslein, W Kellerer - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Industrial networks demand centrally controlled quality of service (QoS), often in the form of
hard real-time guarantees. Software-defined networking (SDN) provides a convenient …
hard real-time guarantees. Software-defined networking (SDN) provides a convenient …