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A Dynamic TOPSIS-based Handover Decision Algorithm in Ultra-Dense Mobile Heterogeneous Networks

  • Emin Tarik Iseri*
  • , Ibraheem Shayea
  • *Bu çalışma için yazışmadan sorumlu yazar
  • Istanbul Technical University
  • Yeni Yuzyil University

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde BölümKonferans katkısıbilirkişi

1 Atıf (Scopus)

Özet

Handover decision-making in ultra-dense heterogeneous networks (HetNets) remains a key challenge in ensuring mobility robustness and minimizing service interruptions in 5 G systems. In this study, we propose a novel Dynamic TOPSISbased handover decision algorithm that adaptively adjusts the weight distribution of multiple decision criteria-such as RSRP, SINR, RSRQ, load, and distance-based on user equipment (UE) velocity. Through extensive simulations in a multi-tier 5G HetNet environment, the proposed method significantly outperforms both conventional conditional handover and static TOPSIS approaches in terms of reducing the number of handovers, ping-pong rates, and maintaining higher signal quality. Results further demonstrate the algorithm's ability to dynamically adapt handover behavior across varying mobility scenarios. As future work, we aim to integrate Long Short-Term Memory (LSTM) networks with TOPSIS to develop a hybrid predictive handover model capable of learning temporal signal and mobility patterns for more intelligent and anticipatory decision-making.

Orijinal dilİngilizce
Ana bilgisayar yayını başlığıISAS 2025 - 9th International Symposium on Innovative Approaches in Smart Technologies, Proceedings
YayınlayanInstitute of Electrical and Electronics Engineers Inc.
ISBN (Elektronik)9798331514822
DOI'lar
Yayın durumuYayınlandı - 2025
Etkinlik9th International Symposium on Innovative Approaches in Smart Technologies, ISAS 2025 - Gaziantep, Türkiye
Süre: 27 Haz 202528 Haz 2025

Yayın serisi

AdıISAS 2025 - 9th International Symposium on Innovative Approaches in Smart Technologies, Proceedings

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???event.eventtypes.event.conference???9th International Symposium on Innovative Approaches in Smart Technologies, ISAS 2025
Ülke/BölgeTürkiye
ŞehirGaziantep
Periyot27/06/2528/06/25

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Publisher Copyright:
© 2025 IEEE.

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