Traffic prediction over wireless networks

H Feng, M Ma - Wireless network traffic and quality of service support …, 2010 - igi-global.com
The predictability of network traffic is an important and widely studied topic because it can
lead to the solutions to get more efficient dynamic bandwidth allocation, admission control …

A new scheme of establishing packet loss patterns for wireless video transmission based on Gilbert model

J Xueyuan, S Zhiyuan, HL Fen - 2007 - IET
In video transmission process, because of its bad channel environment and spatial-temporal-
frequent varying, the packet loss characteristic of wireless network is different from wired …

A perception-oriented Markov model of loss incidents observed over VoIP networks

S Jelassi, G Rubino - Computer Communications, 2018 - Elsevier
Markov models of loss incidents happening during Packet Voice Communications, aka
Markov loss models, are needful for many engineering tasks, namely network dimensioning …

Predictive Estimation of Wireless Link Performance from Medium Physical Parameters Using Support Vector Regression and k-Nearest Neighbors

G Kremer, P Owezarski, P Berthou… - Traffic Monitoring and …, 2014 - Springer
In wireless networks, the physical medium is the cause of most of the errors and
performance drops. Thus, an efficient predictive estimation of wireless networks …

Path loss prediction based on machine learning: Principle, method, and data expansion

Y Zhang, J Wen, G Yang, Z He, J Wang - Applied Sciences, 2019 - mdpi.com
Path loss prediction is of great significance for the performance optimization of wireless
networks. With the development and deployment of the fifth-generation (5G) mobile …

Framework model for packet loss metrics based on loss runlengths

HA Sanneck, G Carle - Multimedia Computing and Networking …, 1999 - spiedigitallibrary.org
For the same long-term loss ratio, different loss patterns lead to different application-level
Quality of Service (QoS) perceived by the users (short-term QoS). While basic packet loss …

Packet loss probability estimation using Erlang B model in modern VoIP networks

T Mišuth, I Baroňák - 2011 7th International Conference on …, 2011 - ieeexplore.ieee.org
The paper presents an approach to packet loss probability estimation in modern VoIP
networks. Our proposal is based on simple Erlang B model that is widely used for classic …

Modeling and characterization of frame loss process in IEEE 802.11 wireless local area networks

JA Hartwell, AO Fapojuwo - IEEE 60th Vehicular Technology …, 2004 - ieeexplore.ieee.org
The popularity of 802.11-based WLANs is greatly increasing and to keep up with new
throughput demands the interaction of some of the protocols (MAC and TCP) is being …

End-to-end packet-channel bayesian model applied to heterogeneous wireless networks

G Iannello, F Palmieri, A Pescape… - GLOBECOM'05. IEEE …, 2005 - ieeexplore.ieee.org
This paper proposes a source-traffic based model to estimate jointly packet losses and
delays statistical behavior of a network path. The approach relies on a hidden Markov model …

[PDF][PDF] Performance evaluation of the WiMAX network based on combining the 2D Markov chain and MMPP traffic model

T Saha, MA Shufean, M Alam… - Journal of Information …, 2011 - koreascience.kr
WiMAX is intended for fourth generation wireless mobile communications where a group of
users are provided with a connection and a fixed length queue. In present literature traffic of …