Experimental comparison of machine learning-based available bandwidth estimation methods over operational LTE networks

N Sato, T Oshiba, K Nogami… - … IEEE Symposium on …, 2017 - ieeexplore.ieee.org
bandwidth estimation over an operational LTE network and found that our method clearly
outperformed the prior work. We focus on the downlink direction of LTE networksLTE networks

Robust available bandwidth estimation against dynamic behavior of packet scheduler in operational LTE networks

T Oshiba, K Nogami, K Nihei… - 2016 IEEE Symposium …, 2016 - ieeexplore.ieee.org
… for robustly estimating the available bandwidth against the … We focus on the downlink
direction of LTE networks in this … traffic volume of the downlink is dominant in LTE networks. …

LinkForecast: Cellular link bandwidth prediction in LTE networks

C Yue, R Jin, K Suh, Y Qin, B Wang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
bandwidth in LTE networks. We first conduct an extensive measurement study in two major
commercial LTE networks … existing bandwidth estimation techniques for wired networks and …

Resource allocation algorithm for LTE networks using fuzzy based adaptive priority and effective bandwidth estimation

DC Abrahão, FHT Vieira - Wireless Networks, 2018 - Springer
In this paper, we propose a scheme to allocate resource blocks for the Long Term Evolution
(LTE) downlink based on the estimation of the effective bandwidths of traffic flows, where …

NEXT-FIT: Available bandwidth measurement over 4G/LTE Networks--a curve-fitting approach

AK Paul, A Tachibana… - … Information Networking …, 2016 - ieeexplore.ieee.org
… considers measurement over a 4G/LTE mobile network. A recent work [19] developed a
passive measurement tool for ABW estimation over a 4G/LTE network. Our paper reports on the …

An enhanced available bandwidth estimation technique for an end-to-end network path

AK Paul, A Tachibana… - … Transactions on Network …, 2016 - ieeexplore.ieee.org
… over a commercial 4G/LTE network of a Japanese mobile … lost packet plays some role in
bandwidth estimation, then we will … bandwidth as ABWm = ABWm−1 × (1 − rl). Where m is the …

An in-depth study of LTE: Effect of network protocol and application behavior on performance

J Huang, F Qian, Y Guo, Y Zhou, Q Xu… - ACM SIGCOMM …, 2013 - dl.acm.org
LTE such as undesired slow start. We further developed a novel and lightweight passive
bandwidth estimation technique for LTE networks. … bandwidth. On average, the actually used …

Position accuracy of joint time-delay and channel estimators in LTE networks

JA del Peral-Rosado, JA López-Salcedo… - IEEE …, 2018 - ieeexplore.ieee.org
LTE bandwidth, as in [19]. Advanced algorithms are based on the joint time-delay and channel
estimation. … Joint maximum likelihood (JML) time-delay estimators are presented in [22], in …

A novel bandwidth estimation algorithm of TCP westwood in typical LTE scenarios

Z Chen, Y Liu, Y Duan, H Liu, G Li… - 2015 IEEE/CIC …, 2015 - ieeexplore.ieee.org
… problem that the bandwidth estimation of TCPW is not enough accurate and even overestimated
in competitive scenario, we propose a novel bandwidth estimation of TCP Westwood …

Scheduling and capacity estimation in LTE

O Østerbø - 2011 23rd International Teletraffic Congress (ITC), 2011 - ieeexplore.ieee.org
… traffic scenario for future LTE networks where we will have a … is given and models for
bandwidth efficiency are discussed. … per bandwidth as function of the SINR as the step function: [ …