A Multi-objective Power Control Scheme Based on Genetic Algorithm

被引：0
|
作者：
Song, Qingyang [1 ]
Zhao, Ye [1 ]
Feng, Yanan [2 ]
机构：
[1] Northeastern Univ, Shenyang, Peoples R China
[2] China Mobile, Shenyang branch Office, Shenyang, Peoples R China
来源：
2012 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING (WICOM) | 2012年
关键词：
power control; multi-objective optimization; genetic algorithm; RADIO;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Although power control has been explored since 1990s, there still remains the need for further research. Since the optimization objectives always contradict each other, we propose a scheme which solves the power control problems by combining a multi-objective technology with a genetic algorithm. The proposed algorithm can realize the optimal control of power in a CDMA system. The simulation results show that the proposed algorithm can decrease the total transmission power consumption significantly with a low outage percentage. The system capacity is therefore increased.
引用
收藏
页数：4
相关论文
共 50 条
  • [1] Optimal voltage and reactive power control based on multi-objective Genetic Algorithm
    Dehkordi, Behzad Mirzaeian
    2006 IEEE International Conference on Power Electronic, Drives and Energy Systems, Vols 1 and 2, 2006, : 545 - 549
  • [2] Diversity control in a multi-objective genetic algorithm
    Sangkawelert, N
    Chaiyaratana, N
    CEC: 2003 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-4, PROCEEDINGS, 2003, : 2704 - 2711
  • [3] Multi-objective distributed power control algorithm
    Elmusrati, M
    Koivo, H
    IEEE 56TH VEHICULAR TECHNOLOGY CONFERENCE, VTC FALL 2002, VOLS 1-4, PROCEEDINGS, 2002, : 812 - 816
  • [4] Genetic algorithm-based multi-objective optimization for machining scheme selection
    Jilin University, Changchun 130025, China
    不详
    Nongye Jixie Xuebao, 2008, 4 (142-146+151): : 142 - 146
  • [5] A Multi-objective Genetic Algorithm Based Handoff Decision Scheme with ABC Supported
    Zhang, Chengbo
    Wang, Xingwei
    Huang, Min
    INTELLIGENT COMPUTING THEORIES, 2013, 7995 : 217 - 226
  • [6] Intersection signal control multi-objective optimization based on genetic algorithm
    Zhanhong Zhou
    Ming Cai
    Journal of Traffic and Transportation Engineering(English Edition), 2014, (02) : 153 - 158
  • [7] Optimized Operation and Control of Microgrid based on Multi-objective Genetic Algorithm
    Wang, Ruiqi
    Wu, Shaojun
    Wang, Chao
    An, Shuhuai
    Sun, Zhenhai
    Li, Wensheng
    Xu, Wei
    Mu, Shiyou
    Fu, Mengchao
    2018 INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY (POWERCON), 2018, : 1539 - 1544
  • [8] Intersection signal control multi-objective optimization based on genetic algorithm
    Zhou, Zhanhong
    Cai, Ming
    JOURNAL OF TRAFFIC AND TRANSPORTATION ENGINEERING-ENGLISH EDITION, 2014, 1 (02) : 153 - 158
  • [9] Multi-objective optimization scheme using Pareto Genetic Algorithm
    Qin, YT
    Ma, LH
    ICCC2004: PROCEEDINGS OF THE 16TH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATION VOL 1AND 2, 2004, : 1754 - 1757
  • [10] A multi-objective genetic algorithm based on density
    Zheng, Jinhua
    Xiao, Guixia
    Song, Wu
    Li, Xuyong
    Ling, Charles X.
    ADVANCES IN COMPUTATION AND INTELLIGENCE, PROCEEDINGS, 2007, 4683 : 12 - +
12345