Karya
Judul/Title ABNC: Adaptive Border Node Clustering Using Genes Fusion Based on Genetic Algorithm to Support the Stability of Cluster in VANET
Penulis/Author Dr. Ronald Adrian, S.T., M.Eng. (1) ; Prof. Ir. Selo, S.T., M.T., M.Sc, Ph.D., IPU, ASEAN Eng. (2); Dr. Ir. I Wayan Mustika, S.T., M.Eng. (3); Dr. Sahirul Alam, S.T., M.Eng. (4)
Tanggal/Date 29 2020
Kata Kunci/Keyword
Abstrak/Abstract The clustering method in the vehicular ad-hoc network provides an opportunity for a cluster head to improve the network connections, but it still remains a problem in the border cluster. The vehicles, in view of their position in the slices of two clusters, receive a weak signal from the cluster head. The intersection area causes a throughputdecreasefor cluster members. To provide the network connection in the border cluster, we, in turn,proposed an adaptive border node clustering by utilizing the combinationof K-Medoidsalgorithm, modified Genetic Algorithm and modified Tabu Search. We ameliorated the recent model in Enhanced Model of Weighted K-MedoidsClustering Algorithm by adding the fusion process to the best gene pieces into one individual temporary. The effects of this fusion were on the production of a temporary cluster that can make the main cluster environment more stable. This temporary cluster was adapted to the position of the two closest main cluster heads. Our model was found able to increase throughput and to keep the stability of cluster members at any velocities. The increase in throughput represents an improvement parameter in the network quality of service (QoS). We achievedthe overall throughput at 93.97% (throughput vs cluster member) compared withthe previous methods and the cluster member stable at around 25 vehicles (cluster member vs transmission range) in varied conditions.
Rumpun Ilmu Teknologi Informasi
Bahasa Asli/Original Language English
Level Internasional
Status
Dokumen Karya
No Judul Tipe Dokumen Aksi
1Adrian et al_ - 2020 - ABNC Adaptive Border Node Clustering Using Genes Fusion Based on Genetic Algorithm to Support the Stability of Cl.pdf[PAK] Full Dokumen
2Similarity ABNC_ Adaptive Border Node Clustering Using Genes Fusion Based on Genetic Algorithm to Support the Stability of Cluster in VANET.pdf[PAK] Cek Similarity