Achieving low-latency human-to-machine (H2M) applications: An understanding of H2M traffic for AI-facilitated bandwidth allocation

L Ruan, MPI Dias, E Wong - IEEE Internet of things journal, 2020 - ieeexplore.ieee.org
Human-controlled and haptic feedback data in emerging Tactile Internet human-to-machine
(H2M) applications require stringent low-latency transmission. Understanding the traffic …

Understanding the traffic causality for low-latency human-to-machine applications

L Ruan, MPI Dias, M Maier, E Wong - IEEE Networking Letters, 2019 - ieeexplore.ieee.org
This letter presents our experimental study on the unique characteristics of human-to-
machine (H2M) traffic and a novel bandwidth allocation scheme for low-latency H2M …

Experimental QoS optimization for haptic communication over tactile internet

M Al Ja'afreh, H Adharni… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
So far, most haptic applications are standalone systems or endeavors to provide
collaborated haptic virtual environments. With the emergence of the Tactile Internet (TI), ultra …

Enabling remote human-to-machine applications with AI-enhanced servers over access networks

S Mondal, L Ruan, M Maier, D Larrabeiti… - IEEE Open Journal …, 2020 - ieeexplore.ieee.org
The recent research trends for achieving ultra-reliable and low-latency communication
networks are largely driven by smart manufacturing and industrial Internet-of-Things …

Machine learning-based bandwidth prediction for low-latency H2M applications

L Ruan, MPI Dias, E Wong - IEEE Internet of Things Journal, 2019 - ieeexplore.ieee.org
Human-to-machine (H2M) communications in emerging tactile-haptic applications are
characterized by stringent low-latency transmission. To achieve low-latency transmissions …

Enabling bi-directional haptic control in next generation communication systems: Research, standards, and vision

C Sarathchandra, S Robitzsch… - … IEEE conference on …, 2021 - ieeexplore.ieee.org
Human multi-modality information such as audio (hearing) and visual (sight) or a
combination thereof audiovisual are transferred over communication networks. Yet …

Interplay between priority queues and controlled delay in programmable data planes

TV Doan, T Scheinert, O Lhamo… - 2023 18th Wireless …, 2023 - ieeexplore.ieee.org
The Tactile Internet needs to support multiple modalities, including haptic data
simultaneously, to enable human and robot interaction in perceived real-time. Compared to …

A Transfer Learning Assisted Framework to Expedite and Self-Adapt Bandwidth Allocations in Low-Latency H2M Applications

L Ruan, E Wong - IEEE Communications Magazine, 2023 - ieeexplore.ieee.org
In view of the aspirations of 6G, networks will soon be expected to support the delivery of
tactile-haptic and kinetic perceptions so that humans can interact with real/virtual …

Congestion control for network-aware telehaptic communication

V Gokhale, J Nair, S Chaudhuri - ACM Transactions on Multimedia …, 2017 - dl.acm.org
Telehaptic applications involve delay-sensitive multimedia communication between remote
locations with distinct Quality of Service (QoS) requirements for different media components …

Adaptive packet rate control for the mitigation of bursty haptic traffic in teleoperation systems

M Gui, X Xu, E Steinbach - 2020 IEEE Haptics Symposium …, 2020 - ieeexplore.ieee.org
This paper proposes a novel haptic packet rate control scheme for networked teleoperation
systems which improves the state-of-the-art perceptual deadband-based haptic data …