MDP-based handover policy in wireless relay systems

被引:0
|
作者
Xiaoyu Dang
Jin-Yuan Wang
Zhe Cao
机构
[1] Nanjing University of Aeronautics and Astronautics,College of Electronic and Information Engineering
[2] Southeast University,National Mobile Communications Research Laboratory
关键词
Wireless relay systems; Handover policy; Markov decision process; Expected total reward;
D O I
暂无
中图分类号
学科分类号
摘要
Wireless relay transmission has been considered as a supplementary technology for future wireless communication system, and handover is a key element in wireless relay transmissions to support users’ mobility. Handover failure will result in the forced termination of an ongoing call, and a good handover scheme will provide good system performance. This article focuses on the handover decision problem in wireless relay transmission systems. Initially, the architecture of a single-cell relay system is introduced. The handover decision problem is formulated as a Markov decision process (MDP). In the proposed model, a profit function is used to evaluate the quality-of-service of the chosen serving node, and a cost function is used to model processing load and signaling cost. Based on the profit and cost functions, the reward function is formulated. Moreover, the objective is to maximize the expected total reward per connection. The value iteration algorithm is employed to determine the optimal handover policy. Furthermore, the analysis is generalized to multi-cell relay systems. Numerical results show that the proposed MDP-based handover policy is well behaved in wireless relay systems.
引用
收藏
相关论文
共 50 条
  • [41] MDP-Based Network Selection with Reward Optimization in HetNets
    CHEN Xin
    LI Zhuo
    WANG Kai
    XING Lei
    Chinese Journal of Electronics, 2018, 27 (01) : 183 - 190
  • [42] System-Agnostic Meta-Learning for MDP-based Dynamic Scheduling via Descriptive Policy
    Lee, Hyun-Suk
    INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 151, 2022, 151 : 169 - 187
  • [43] Bond strength between MDP-based cement and translucent zirconia
    Minh Le
    Larsson, Christel
    Papia, Evaggelia
    DENTAL MATERIALS JOURNAL, 2019, 38 (03) : 480 - 489
  • [44] An MDP-based peer-to-peer search server network
    Shen, YP
    Lee, DL
    WISE 2002: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON WEB INFORMATION SYSTEMS ENGINEERING, 2002, : 269 - 278
  • [45] MDP-Based Cost Sensitive Classification Using Decision Trees
    Maliah, Shlomi
    Shani, Guy
    THIRTY-SECOND AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTIETH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / EIGHTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2018, : 3746 - 3753
  • [46] Proactive MDP-based Collision Avoidance Algorithm for Autonomous Cars
    Osipychev, Denis
    Tran, Duy
    Sheng, Weihua
    Chowdhary, Girish
    Zeng, Ruili
    2015 IEEE INTERNATIONAL CONFERENCE ON CYBER TECHNOLOGY IN AUTOMATION, CONTROL, AND INTELLIGENT SYSTEMS (CYBER), 2015, : 983 - 988
  • [47] Pre-buffering Scheme for Seamless Relay Handover in Relay Based Cellular Systems
    Kim, JuYeop
    Cho, Dong-Ho
    2009 IEEE VEHICULAR TECHNOLOGY CONFERENCE, VOLS 1-5, 2009, : 3085 - 3089
  • [48] MDP-based dynamic update of aggregated information for hierarchical QoS routing
    Chang, BJ
    Hwang, RH
    JOINT 4TH IEEE INTERNATIONAL CONFERENCE ON ATM (ICATM'01) AND HIGH SPEED INTELLIGENT INTERNET SYMPOSIUM, 2001, : 113 - 117
  • [49] MDP-Based Scheduling Design for Mobile-Edge Computing Systems with Random User Arrival
    Huang, Shanfeng
    Lv, Bojie
    Wang, Rui
    2019 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2019,
  • [50] MDP-Based Budget Allocation for Efficient Cooperative Task Solving
    JIANG Huan
    ZUO Min
    MATSUBARA Shigeo
    Chinese Journal of Electronics, 2017, 26 (05) : 966 - 972