Optimal Power Allocation for SCMA Downlink Systems Based on Maximum Capacity

被引:80
|
作者
Han, Shuai [1 ]
Huang, Yiteng [1 ]
Meng, Weixiao [1 ]
Li, Cheng [2 ]
Xu, Nuo [3 ]
Chen, Dageng [4 ]
机构
[1] Harbin Inst Technol, Commun Res Ctr, Harbin 150001, Heilongjiang, Peoples R China
[2] Mem Univ Newfoundland, Fac Engn & Appl Sci, Dept Elect & Comp Engn, St John, NF A1C 5S7, Canada
[3] China Acad Space Technol, Inst Telecommun Satellite, Beijing 100094, Peoples R China
[4] Shanghai Huawei Technol Co Ltd, Shanghai 518129, Peoples R China
基金
中国国家自然科学基金;
关键词
Optimal power allocation; maximum capacity; convex optimization; sparse code multiple access; 5G;
D O I
10.1109/TCOMM.2018.2877671
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
Sparse code multiple access (SCMA) is a novel type of non-orthogonal multiple access technology that combines the concepts of CDMA and OFDMA. The advantages of SCMA include high capacity, low time delay, and high date rate. In this paper, a power allocation algorithm is proposed for SCMA downlink systems where each tone is taken by more than one user to maximize the system's sum capacity. In SCMA systems, users are divided into different user groups. Thus, our proposed algorithm includes three-level power allocation. Since the power allocation problem is non-convex, the complexity of finding the optimal solutions is prohibitive. The Lagrange dual decomposition method is employed to efficiently solve the non-convex optimization problem. Results show that the optimized algorithm can significantly improve the sum capacity.
引用
收藏
页码:1480 / 1489
页数:10
相关论文
共 50 条
  • [41] Transmit Beamforming and Power Allocation for Downlink OFDMA Systems
    Hayashi, Kazunori
    Fujii, Takeshi
    Kaneko, Megumi
    Sakai, Hideaki
    Okada, Yoji
    2009 7TH INTERNATIONAL SYMPOSIUM ON MODELING AND OPTIMIZATION IN MOBILE, AD HOC, AND WIRELESS, 2009, : 441 - +
  • [42] Subcarrier and Power Allocation for the Downlink of Multicarrier NOMA Systems
    Fu, Yaru
    Salaun, Lou
    Sung, Chi Wan
    Chen, Chung Shue
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2018, 67 (12) : 11833 - 11847
  • [43] Fairness Resource Allocation Scheme for GBR Services in Downlink SCMA System
    Chen, Chenju
    Tian, Hui
    Nie, Gaofeng
    2020 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA (ICCC), 2020, : 190 - 195
  • [44] A Knowledge-Based Deep Learning Detection Scheme for Downlink SCMA Systems
    Zheng, Yu
    Hou, Xiaoming
    Wang, Hui
    Jiang, Ming
    Zhang, Shengli
    IEEE WIRELESS COMMUNICATIONS LETTERS, 2023, 12 (03) : 486 - 490
  • [45] Outage Optimal Subcarrier Allocation for Downlink Secure OFDMA Systems
    Bai, Bo
    Chen, Wei
    Cao, Zhigang
    2014 GLOBECOM WORKSHOPS (GC WKSHPS), 2014, : 1320 - 1325
  • [46] OPTIMAL RESOURCE ALLOCATION IN OFDMA DOWNLINK SYSTEMS WITH IMPERFECT CSI
    Aggarwal, Rohit
    Assaad, Mohamad
    Koksal, C. Emre
    Schniter, Philip
    SPAWC 2011: 2011 IEEE 12TH INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS, 2011, : 266 - 270
  • [47] Optimal Downlink Control Channel Resource Allocation for LTE Systems
    Balamurali
    2010 INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATIONS (SPCOM), 2010,
  • [48] Optimal power allocation for MISO systems and complete characterization of the impact of correlation on the capacity
    Boche, H
    Jorswieck, EA
    2003 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL IV, PROCEEDINGS: SIGNAL PROCESSING FOR COMMUNICATIONS SPECIAL SESSIONS, 2003, : 373 - 376
  • [49] On WCDMA downlink capacity with power allocation strategy and adaptive antenna arrays
    Yaacoub, Elias
    Dawy, Zaher
    2008 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, PROCEEDINGS, VOLS 1-13, 2008, : 5043 - 5047
  • [50] Multiuser MIMO Downlink Beamforming Based on Group Maximum SINR Filtering with Per Stream Power Allocation
    Yang, Yu-Han
    Lin, Shih-Chun
    Su, Hsuan-Jung
    2009 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-8, 2009, : 3677 - 3681