Improved decomposition-based multi-objective cuckoo search algorithm for spectrum allocation in cognitive vehicular network

R Zhang, X Jiang, R Li - Physical Communication, 2019 - Elsevier
The allocation of spectrum resources efficiently and equitably in dynamic cognitive vehicular
networks is more challenging than static cognitive networks. Currently, most spectrum …

Decomposition based multiobjective spectrum allocation algorithm for cognitive vehicular networks

R Zhang, X Jiang, R Li - 2017 IEEE 17th International …, 2017 - ieeexplore.ieee.org
To solve the problem of low throughput and fairness in cognitive vehicular networks, we
establish a multi-objective spectrum allocation model to maximize the average throughput …

[HTML][HTML] Multi-objective optimization method for spectrum allocation in cognitive heterogeneous wireless networks

X Dong, L Cheng, G Zheng, T Wang - Aip Advances, 2019 - pubs.aip.org
In a multi-heterogeneous network dense deployment and convergence environment, the
cognitive radio technology dynamically utilizes the idle spectrum resources of each primary …

A reinforcement learning based evolutionary multi-objective optimization algorithm for spectrum allocation in cognitive radio networks

A Kaur, K Kumar - Physical Communication, 2020 - Elsevier
To cope up with drastically increasing demand for radio resources lead to raise a challenge
to the wireless community. The limited radio spectrum and fixed spectrum allocation strategy …

Spectrum allocation in cognitive radio networks using multi-objective differential evolution algorithm

KK Anumandla, B Akella, SL Sabat… - 2015 2nd International …, 2015 - ieeexplore.ieee.org
In the existing literature the forced termination probability is analyzed after the completion of
spectrum allocation (SA) process. Since the forced termination probability depends on the …

Spectrum allocation of cognitive radio network based on improved cuckoo search algorithm

ZY Xin, DM Zhang, ZY Chen - … of the 2nd International Conference on …, 2019 - dl.acm.org
In order to effectively solve the discrete optimization problem of cognitive radio network
spectrum allocation, a new binary adaptive cuckoo search (BACS) algorithm is proposed …

QoE based spectrum allocation optimization using bees algorithm in cognitive radio networks

W Lu, Z Quan, Q Liu, D Zhang, W Xu - … 18-20, 2015, Proceedings, Part I 15, 2015 - Springer
Cognitive Radio is a promising technology for addressing the spectrum scarce since the
growing number of wireless applications. Most of recent researches about spectrum …

Non-dominated sorting quantum particle swarm optimization and its application in cognitive radio spectrum allocation

H Gao, J Cao - Journal of Central South University, 2013 - Springer
In order to solve discrete multi-objective optimization problems, a non-dominated sorting
quantum particle swarm optimization (NSQPSO) based on non-dominated sorting and …

Spectrum allocation based on data mining in heterogeneous cognitive wireless networks

C Cheng, X Cheng, M Yuan, L Xu, S Zhou… - … on Signal and …, 2016 - books.google.com
Cognitive radio technology has been proposed to improve the spectrum efficiency by letting
the cognitive radios act as cognitive users to opportunistically access underutilized …

[HTML][HTML] Joint optimization of spectrum and energy efficiency in cognitive radio networks

S Wang, C Wang - Digital Communications and Networks, 2015 - Elsevier
In this paper, we discuss the joint improvement of the energy efficiency (EE) and the
spectrum efficiency (SE) in OFDM-based cognitive radio (CR) networks. A multi-objective …