Distributed Power and Channel Allocation for Cognitive Femtocell Network Using a Coalitional Game in Partition-Form Approach

被引:22
|
作者
Tuan LeAnh [1 ]
Tran, Nguyen H. [1 ]
Lee, Sungwon [1 ]
Eui-Nam Huh [1 ]
Han, Zhu [2 ]
Hong, Choong Seon [1 ]
机构
[1] Kyung Hee Univ, Dept Comp Sci & Engn, Yongin 446701, South Korea
[2] Univ Houston, Dept Elect & Comp Engn, Houston, TX 77004 USA
基金
新加坡国家研究基金会;
关键词
Coalitional game; cognitive femtocell network (CFN); game theory; power allocation; resource allocation; sub-channel allocation; INTERFERENCE AVOIDANCE; RESOURCE-ALLOCATION; SPECTRUM ACCESS; CAPACITY; CORE;
D O I
10.1109/TVT.2016.2536759
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The cognitive femtocell network (CFN) integrated with cognitive-radio-enabled technology has emerged as one of the promising solutions to improve wireless broadband coverage in indoor environments for next-generation mobile networks. In this paper, we study a distributed resource allocation that consists of subchannel- and power-level allocation in the uplink of the two-tier CFN comprised of a conventional macrocell and multiple femtocells using underlay spectrum access. The distributed resource allocation problemis addressed via an optimization problem, in which we maximize the uplink sum rate under constraints of intratier and intertier interference while maintaining the average delay requirement for cognitive femtocell users. Specifically, the aggregated interference from cognitive femtocell users to the macrocell base station (MBS) is also kept under an acceptable level. We show that this optimization problem is NP-hard and propose an autonomous framework, in which the cognitive femtocell users self-organize into disjoint groups (DJGs). Then, instead of maximizing the sum rate in all cognitive femtocells, we only maximize the sum rate of each DJG. After that, we formulate the optimization problem as a coalitional game in partition form, which obtains suboptimal solutions. Moreover, distributed algorithms are also proposed for allocating resources to the CFN. Finally, the proposed framework is tested based on the simulation results and shown to perform efficient resource allocation.
引用
收藏
页码:3475 / 3490
页数:16
相关论文
共 50 条
  • [1] Distributed Power and Channel Allocation for Cognitive Femtocell Network using a Coalitional Game Approach
    Leanh, Tuan
    Tran, Nguyen H.
    Hong, Choong Seon
    2016 INTERNATIONAL CONFERENCE ON BIG DATA AND SMART COMPUTING (BIGCOMP), 2016, : 251 - 256
  • [2] Distributed joint resource and power allocation in self-organized femtocell networks: A potential game approach
    Shahid, Adnan
    Aslam, Saleem
    Kim, Hyung Seok
    Lee, Kyung-Geun
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2014, 46 : 280 - 292
  • [3] Distributed hierarchical game-based algorithm for downlink power allocation in OFDMA femtocell networks
    Han, Song
    Li, Xinbin
    Liu, Zhixin
    Guan, Xinping
    COMPUTER NETWORKS, 2016, 94 : 176 - 188
  • [4] Opportunistic Sub-channel and Transmit Power Allocation in an OFDMA Based Cognitive Femtocell Network
    Karar, Sandip
    Das Barman, Abhirup
    WIRELESS PERSONAL COMMUNICATIONS, 2015, 84 (02) : 1303 - 1323
  • [5] An Operations Research Game Approach for Resource and Power Allocation in Cooperative Femtocell Networks
    Langar, Rami
    Secci, Stefano
    Boutaba, Raouf
    Pujolle, Guy
    IEEE TRANSACTIONS ON MOBILE COMPUTING, 2015, 14 (04) : 675 - 687
  • [6] Distributed resource allocation with imperfect spectrum sensing information and channel uncertainty in cognitive femtocell networks
    Huang, Xiaoge
    Shi, Lin
    Zhang, Chenlu
    Zhang, Dongyu
    Chen, Qianbin
    EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2017,
  • [7] Green opportunistic access for CRN with selfish users using Coalitional game Approach in partition form
    Belghiti, Imane Daha
    Elmachkour, Mouna
    Berrada, Ismail
    Kobbane, Abdellatif
    2014 THIRD IEEE INTERNATIONAL COLLOQUIUM IN INFORMATION SCIENCE AND TECHNOLOGY (CIST'14), 2014, : 425 - 429
  • [8] Game Theoretic Distributed Dynamic Resource Allocation with Interference Avoidance in Cognitive Femtocell Networks
    Lai, Wei-Sheng
    Chiang, Muh-En
    Lee, Shen-Chung
    Lee, Ta-Sung
    2013 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2013, : 3364 - 3369
  • [9] Distributed Optimal Power Allocation Using Game Theory in Underlay Cognitive Radios
    Venkatesh, Bhukya
    Krishna, Nadella Bala Sai
    Chouhan, Sonali
    DATA COMMUNICATION AND NETWORKS, GUCON 2019, 2020, 1049 : 295 - 304
  • [10] Joint allocation of transmit power and signal bandwidth for distributed cognitive tracking radar network using cooperative game
    Jin, Biao
    Kuang, Xiaofei
    Liu, Shujin
    Zhang, Zhenkai
    Lian, Zhuxian
    DIGITAL SIGNAL PROCESSING, 2023, 135