RNN-based Approach to TCP throughput prediction

Author(s):  
Luyao Bai ◽  
Hirotake Abe ◽  
Chunghan Lee
Keyword(s):  
2010 ◽  
Vol 14 (4) ◽  
pp. 363-365 ◽  
Author(s):  
Jae-Hyun Hwang ◽  
Chuck Yoo

2020 ◽  
Vol 19 (2) ◽  
pp. 12-15
Author(s):  
Omar Abdul Aziz ◽  
Jafri Din ◽  
Rozeha A. Rashid ◽  
Mohd. Adib Sarijari ◽  
Nur Aqilah Yusri

Careful control of indoor wireless coverage is crucial to ensure better signal reception at user-end, mitigate interference to other adjacent wireless systems plus reduce possibility of signal reception by unintended users. Existing solutions are either costly or difficult to configure. This paper presents empirical IEEE802.11 indoor coverage and Transmission Control Protocol (TCP) throughput analysis for WLAN Access Point with corner reflector. The integration of two corner reflector configurations to Access Point was shown to successfully weaken signals by up to 19 dB and 100% of TCP throughput while strengthening signals by up to 6 dB and 40% of TCP throughput for respective intended regions. The results demonstrate potential application of corner reflector to customize indoor coverage and regulate reliable internet connectivity of Access Point.


2011 ◽  
pp. 307-323
Author(s):  
Tebatso Nage ◽  
Marc St-Hilaire ◽  
F RichardYu

Author(s):  
Giovane C. M. Moura ◽  
Tiago Fioreze ◽  
Pieter-Tjerk de Boer ◽  
Aiko Pras

Author(s):  
Yogesh Kondareddy ◽  
Alireza Babaei ◽  
Prathima Agrawal

Transmission Control Protocol (TCP) is the most commonly used transport protocol on the Internet. All indications assure that it will be an integral part of the future Internetworks. In this chapter, the authors present how regular TCP, which was designed for wired networks, is not suitable for dynamic spectrum access networks. They develop an analytical model to estimate the TCP throughput of dynamic spectrum access networks. Dynamic spectrum access networks deal with opportunistic spectrum access leading to greater utilization of the spectrum. The extent of utilization depends on the primary user’s traffic and also on the way the spectrum is accessed by the primary and secondary users. The proposed model considers primary and secondary user traffic in estimating the TCP throughput by modeling the spectrum access using continuous-time Markov chains, thus providing more insight on effect of dynamic spectrum access on TCP performance than the existing models.


Sensors ◽  
2020 ◽  
Vol 20 (14) ◽  
pp. 3880
Author(s):  
Dmitri Moltchanov ◽  
Aleksandr Ometov ◽  
Pavel Kustarev ◽  
Oleg Evsutin ◽  
Jiri Hosek ◽  
...  

Dynamic blockage of radio propagation paths between the user equipment (UE) and the 5G New Radio (NR) Base Station (BS) induces abrupt rate fluctuations that may lead to sub-optimal performance of the Transmission Control Protocol (TCP) protocol. In this work, we characterize the effects of dynamic human blockage on TCP throughput at the 5G NR air interface. To this aim, we develop an analytical model that expresses the TCP throughput as a function of the round-trip time (RTT), environmental, and radio system parameters. Our results indicate that the blockage affects TCP throughput only when the RTT is comparable to the blocked and non-blocked state durations when the frequency of state changes is high. However, such conditions are not typical for dynamic body blockage environments allowing TCP to benefit from the high bandwidth of 5G NR systems fully.


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