Coupled Markovian arrival process for automotive machine type communication traffic modeling

E Grigoreva, M Laurer, M Vilgelm… - … on Communications …, 2017 - ieeexplore.ieee.org
state sn features an arrival rate λi, with which an underlying Poisson process is modulated
The structure of the process is described using a transition probability matrix P and a state

Massive access in media modulation based massive machine-type communications

L Qiao, J Zhang, Z Gao, DWK Ng… - … Communications, 2021 - ieeexplore.ieee.org
… In stark contrast with conventional human-type communications (HTC) that are char…
deployed machine type devices (MTDs) whose data traffic is sporadic [4], [5]. The unique traffic

A survey of traffic issues in machine-to-machine communications over LTE

E Soltanmohammadi, K Ghavami… - IEEE Internet of …, 2016 - ieeexplore.ieee.org
… Poisson traffic model for H2H nodes and Beta traffic model for … IDs, it is assumed that strong
modulation and channel coding … for scheduling based machine type communications in LTE …

[HTML][HTML] Markov-Modulated Poisson Process Modeling for Machine-to-Machine Heterogeneous Traffic

AH El Fawal, A Mansour, A Nasser - Applied Sciences, 2024 - mdpi.com
models due to its unique pattern and different goals. In this context, we have two types of
modeling: (1) source traffic modeling, … traffic modeling, in which we represent each traffic with an …

Fixed rate statistical qos provisioning for Markovian sources in machine type communication

F Qasmi, M Shehab, H Alves… - … Communication …, 2019 - ieeexplore.ieee.org
… MTD (Machine Type Devices) generated traffic. On the other hand, the aggregate traffic model
… including discrete time Markov, Markov fluid and Markov modulated Poisson sources with …

Machine type communications: key drivers and enablers towards the 6G era

NH Mahmood, S Böcker, I Moerman, OA López… - … Communications and …, 2021 - Springer
device communicates by controlling the reflection coefficient of its antenna. The simplest
possible modulator … also foresees use cases where device traffic generation can be reliably …

Toward massive machine type communications in ultra-dense cellular IoT networks: Current issues and machine learning-assisted solutions

SK Sharma, X Wang - … Communications Surveys & Tutorials, 2019 - ieeexplore.ieee.org
… Existing traffic models in telecommunication systems can be categorized into: (i) source …
and aggregate traffic models. In this regard, coupled Markov modulated Poisson processes [105] …

Modelling IoT devices communication employing representative operation modes to reveal traffic generation characteristics

B Barakat, S Keates, IJ Wassell… - International Journal of …, 2021 - Taylor & Francis
… the traffic model extracted from our proposed communication … In particular, they rely on the
Markov Modulated model. As a … -advanced for machine type communication. International …

White paper on critical and massive machine type communication towards 6G

NH Mahmood, S Böcker, A Munari, F Clazzer… - arXiv preprint arXiv …, 2020 - arxiv.org
… number and distribution of machine-clients, their traffic patterns and communication needs
are not … In AmBC, backscatter devices can communicate with each other by modulating and …

Data traffic model in machine to machine communications over 5G network slicing

M Dighriri, ASD Alfoudi, GM Lee… - 2016 9th International …, 2016 - ieeexplore.ieee.org
traffic aggregation model for efficient utilization of the 5G radio resources for M2M communication
along with 5G services slicing modelmodeling for machine type communication and its …