Collision avoidance in IEEE 802.11 DCF using a reinforcement learning method

CK Lee, SH Rhee - 2020 International conference on …, 2020 - ieeexplore.ieee.org
In IEEE 802.11 networks, wireless stations try to avoid congestions using the random backoff
algorithm in distributed coordination function (DCF); however, for a large number of nodes …

[PDF][PDF] Q-Learning based Collision Avoidance for 802.11 Stations with Maximum Requirements.

CK Lee, DH Lee, J Kim, X Lei, SH Rhee - KSII Transactions on Internet & …, 2023 - itiis.org
The IEEE 802.11 WLAN adopts a random backoff algorithm for its collision avoidance
mechanism, and it is well known that the contention-based algorithm may suffer from …

GCW: A game theoretic contention window adjustment approach for IEEE 802.11 WLANs

M Ghazvini, N Movahhedinia, K Jamshidi - Wireless Personal …, 2015 - Springer
In unsupervised contention-based networks such as DCF mode of IEEE 802.11, wireless
nodes compete to access the shared medium which is called random access or multiple …

Game theory and fuzzy based back off algorithm for MAC protocol for multi traffic flows in ad hoc networks

A Vanitha, A Subramani, P Balamurugan - Wireless Networks, 2017 - Springer
In MAC protocols of wireless ad hoc networks, there may be collisions due to traffic load and
it results in more energy consumption, delay and reduces throughput. In order to overcome …

Link quality and mac-overhead aware predictive preemptive multipath routing protocol for mobile ad hoc networks

MA Cherif, MK Feraoun… - International Journal of …, 2013 - search.proquest.com
Abstract In Ad Hoc networks, route failure may occur due to less received power, mobility,
congestion and node failures. Many approaches have been proposed in literature to solve …

Increasing throughput in IEEE 802.11 by optimal selection of backoff parameters

BM Parker, JA Schormans, SG Gilmour - IET Networks, 2015 - Wiley Online Library
The IEEE 802.11 standard uses Carrier Sense Multiple Access with Collision Avoidance to
avoid multiple devices simultaneous transmitting on a shared transmission medium. In this …

[PDF][PDF] A fair access mechanism based on TXOP in IEEE 802.11 e wireless networks

M Yazdani, M Kamali, N Moghim… - International Journal of …, 2016 - researchgate.net
IEEE 802.11 e is an extension of IEEE 802.11 that provides Quality of Service (QoS) for the
applications with different service requirements. This standard makes use of several …

A Game theoretic approach for performance enhancement of IEEE 802.15. 6 based WBAN

AV Shankar, L Jacob - 2016 International Conference on …, 2016 - ieeexplore.ieee.org
A Wireless Body Area Network (WBAN) is a network of wireless sensors and medical
equipments located inside or outside the human body for collecting biological signals for …

An adaptive contention slot selection mechanism for improving the performance of IEEE 802.11 DCF

P Patel, DK Lobiyal - International Journal of Information …, 2017 - inderscienceonline.com
In IEEE 802.11 distributed coordination function (DCF) standard, binary exponential back-off
(BEB) mechanism is used to perform collision avoidance. And, contention slot selection …

Wi-Fi compatible channel access

MM Wentink - US Patent 10,051,516, 2018 - Google Patents
Abstract Systems and methods are disclosed that may ensure equal medium access
between a first wireless device associated with a load based equipment (LBE) protocol and …