MAC protocol for ad hoc networks using a genetic algorithm

O Elizarraras, M Panduro, AL Méndez… - The Scientific World …, 2014 - Wiley Online Library
MAC protocol based on CSMA-CDMA considering a perfect power control. A genetic algorithm
… In this proposed protocol, we control the transmission rate according to the offered traffic. …

[PDF][PDF] Using a genetic algorithm to optimize the performance of a wireless sensor network

J Fan, DJ Parish - The 8th Annual Postgraduate Symposium, The …, 2007 - academia.edu
… efficient MAC protocol presented as sensor-MAC(S-MAC) for … add more protocols modules
to enlarge the set of protocols. As a … the fairness of the genetic algorithm. At the same time, the …

Dynamic address allocation protocols for mobile ad hoc networks based on genetic algorithm

Y Liu, P Zhong, JX Li - 2009 5th International Conference on …, 2009 - ieeexplore.ieee.org
… a node’s MAC address based on genetic algorithms to generate IPv4 addresses. Of course,
it can disengage from the MAC address when running over network interfaces without MAC

A new intelligent approach for optimizing 6lowpan mac layer parameters

BR Al-Kaseem, HS Al-Raweshidy… - IEEE …, 2017 - ieeexplore.ieee.org
MAC layer parameters set; the introduced mechanism depends on artificial neural networks,
genetic algorithm… Any MAC protocol for M2M sensor network should ensure prudent energy …

A hybrid genetic fuzzy approach for power control cross layer MAC protocol in wireless network

SLP Reddy, MV Subramanyam… - … Conference on Control …, 2015 - ieeexplore.ieee.org
… This study uses MAC protocol to implement coordination functions and power control
mechanisms through Genetic A1gorithm (GA). Upper network layers generated Fuzzy rules using …

Genetic algorithm based congestion aware routing protocol (GA-CARP) for mobile ad hoc networks

SS Baboo, B Narasimhan - Procedia Technology, 2012 - Elsevier
… Aware Routing Protocol is proposed which employs the data rate, quality of the link MAC
overhead. Congestion aware fitness function is used in the genetic algorithm to fetch …

Adaptive routing protocol in mobile ad-hoc networks using genetic algorithm

N Shah, H El-Ocla, P Shah - IEEE Access, 2022 - ieeexplore.ieee.org
… , we propose an adaptive routing protocol based on a bio-inspired genetic algorithm (GA).
We … Lastly, we compare our proposed protocol with AOMDV-TA and EHO-AOMDV. We have …

[PDF][PDF] LEACH-GA: Genetic algorithm-based energy-efficient adaptive clustering protocol for wireless sensor networks

JL Liu, CV Ravishankar - International Journal of Machine Learning and …, 2011 - cs.ucr.edu
… When a node decides to be a CH, it broadcasts an advertisement message, with the node’s
ID and a header, using a non-persistent carrier-sense multiple access (CSMA) MAC protocol

Multipath routing protocol using genetic algorithm in mobile ad hoc networks

A Bhardwaj, H El-Ocla - IEEE Access, 2020 - ieeexplore.ieee.org
… called the AOMDV-FFn based on the AOMDV protocol. Next, we propose another routing
protocol that uses the genetic algorithm (GA) called AOMDV-GA. In the proposed algorithm, …

iMASKO: A genetic algorithm based optimization framework for wireless sensor networks

N Zhu, I O'Connor - Journal of Sensor and Actuator Networks, 2013 - mdpi.com
… In software, as mentioned in Section 1, various kinds of energy-efficient MAC protocols, duty-…
If a MAC layer algorithm is used, such as the unslotted/slotted CSMA/CA algorithm of IEEE …