A spatio-temporal prediction methodology based on deep learning and real Wi-Fi measurements
SS Shaabanzadeh, J Sánchez-González - Computer Networks, 2024 - Elsevier
The rapid development of Wi-Fi technologies in recent years has caused a significant
increase in the traffic usage. Hence, knowledge obtained from Wi-Fi network measurements …
increase in the traffic usage. Hence, knowledge obtained from Wi-Fi network measurements …
Realtime detection of degradation in WiFi network's goodput due to probe traffic
IEEE 802.11 WLAN (Wireless or WiFi LAN) clients discover neighboring APs (Access Points)
by active or passive scanning. Such an active scan of WLAN injects probe frames in the …
by active or passive scanning. Such an active scan of WLAN injects probe frames in the …
Saturated throughput analysis of IEEE 802.11 e using two-dimensional Markov chain model
L Xiong, G Mao - Proceedings of the 3rd international conference on …, 2006 - dl.acm.org
IEEE 802.11 e standard has been recently published to introduce quality of service (QoS)
support to the conventional IEEE 802.11 wireless local area network (WLAN). Enhanced …
support to the conventional IEEE 802.11 wireless local area network (WLAN). Enhanced …
On the Use of Artificial Neural Networks to Predict the Quality of Wi-Fi Links
One of the aspects that mainly characterize wireless networks is their apparent
unpredictability. Although several attempts were made in the past years to define for them …
unpredictability. Although several attempts were made in the past years to define for them …
Sniffing only control packets: a lightweight client-side WiFi traffic characterization solution
The advancement of the Internet of Things (IoT) is bringing unprecedented convenience into
our daily life. However, with the relentlessly increasing number of mobile devices connected …
our daily life. However, with the relentlessly increasing number of mobile devices connected …
The use of metamodeling for VoIP over WiFi capacity evaluation [Transactions Letters]
J Hui, M Devetsikiotis - IEEE Transactions on Wireless …, 2008 - ieeexplore.ieee.org
The increasing popularity of wireless fidelity (Wi-Fi) networks at home, in public areas and in
the enterprise motivates extensive modeling and analysis of their performance measures …
the enterprise motivates extensive modeling and analysis of their performance measures …
Analysis of Wi-Fi performance data for a Wi-Fi throughput prediction approach
D Pan - 2017 - diva-portal.org
Due to low cost and portability of Wi-Fi technologies, wireless network deployment has been
widely accepted in the residential environment. The evaluation results of customers' home …
widely accepted in the residential environment. The evaluation results of customers' home …
Frame error model in rural Wi-Fi networks
Commonly used frame loss models for simulations over Wi-Fi channels assume a simple
double regression model with threshold. This model is widely accepted, but few …
double regression model with threshold. This model is widely accepted, but few …
Analyzing traffic models using ip multimedia server–client systems for consumer wireless multimedia system devices
D Bakkiam David - Proceedings of the National Academy of Sciences …, 2018 - Springer
This paper analyzes the traffic models of Markov-modulated Poisson-process (MMPP) and
Markov-Channel (MC) using IP multimedia server–client systems over Campus WiFi …
Markov-Channel (MC) using IP multimedia server–client systems over Campus WiFi …
Application of Machine Learning Algorithms to Path Loss Modeling: A Review
The demand for high-speed internet services is increasing due to emerging needs such as e-
commerce, e-health, education, and other high-technology applications. Wireless …
commerce, e-health, education, and other high-technology applications. Wireless …