Improved resource allocation scheme for optimizing the performance of cell-edge users in LTE-A system

被引:8
作者
Gatti, Ravi [1 ]
Shivashankar [1 ]
机构
[1] Sri Venkateshwara Coll Engn, Dept Elect & Commun Engn, Bengaluru, India
关键词
LTE-A; UEs; QoS class identifier (QCI); Resource blocks (RBs); MCS; CA;
D O I
10.1007/s12652-020-02084-x
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Improved resource allocation scheme for optimizing the performance of cell edge users in Long Term Evolution-Advanced (LTE-A) system is proposed in this paper. The proposed algorithm optimally assigns and allocates Carrier Components (CCs), Radio Blocks (RBs) and Modulation and Coding Scheme (MCS) index for the users based on the Quality of Service (QoS) provision to meet the on demand service requests. The proposed algorithm divides the cell regions into cell centre and cell edge depending on the traffic load on the network. The available RBs are allocated to meet the on demands requests of the users among these two regions. RB usage ratio for optimizing the performance of the scheduling algorithm is used during resource allocation. As the RB usage ratio reaches more than 70%, throughput and data rates of the cell may not be reached in timely and reliable manner. The proposed algorithm takes RB usage ratio into consideration during scheduling to maintain minimum QoS provisions of the users for resource allocation. Simulation result shows that, performance of the cell edge users optimally met with minimum throughput and data rates for reliable communication in the LTE-A system.
引用
收藏
页码:811 / 819
页数:9
相关论文
共 24 条
  • [1] SD-IoV: SDN enabled routing for internet of vehicles in road-aware approach
    Abbas, Muhammad Tahir
    Muhammad, Afaq
    Song, Wang-Cheol
    [J]. JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2020, 11 (03) : 1265 - 1280
  • [2] 3GPP QoS-based scheduling framework for LTE
    Ameigeiras, Pablo
    Navarro-Ortiz, Jorge
    Andres-Maldonado, Pilar
    Lopez-Soler, Juan M.
    Lorca, Javier
    Perez-Tarrero, Quiliano
    Garcia-Perez, Raquel
    [J]. EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2016,
  • [3] Bilisik Havva, 2018, PEER PEER NETW APPL, V3, DOI [10.25046/aj030629, DOI 10.25046/AJ030629]
  • [4] Machine learning-based dynamic frequency and bandwidth allocation in self-organized LTE dense small cell deployments
    Bojovic, Biljana
    Meshkova, Elena
    Baldo, Nicola
    Riihijaervi, Janne
    Petrova, Marina
    [J]. EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2016,
  • [5] Gadam MA, 2018, 2018 IEEE 5G WORLD FORUM (5GWF), P532, DOI 10.1109/5GWF.2018.8516714
  • [6] Review of Adaptive Cell Selection Techniques in LTE-Advanced Heterogeneous Networks
    Gadam, M. A.
    Ahmed, Maryam Abdulazeez
    Ng, Chee Kyun
    Nordin, Nor Kamariah
    Sali, Aduwati
    Hashim, Fazirulhisyam
    [J]. JOURNAL OF COMPUTER NETWORKS AND COMMUNICATIONS, 2016, 2016
  • [7] GATTI R, 2017, IEEE INT C REC TREND
  • [8] GATTI R, 2019, INT J SENS WIREL COM
  • [9] HWANG S, 2017, 19 INT C ADV COMM TE
  • [10] Downlink performance of cell edge using cooperative BS for multicell cellular network
    Khan, Md Hashem Ali
    Chung, Jin-Gyun
    Lee, Moon Ho
    [J]. EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2016, : 1 - 12