中国邮电高校学报(英文) ›› 2011, Vol. 18 ›› Issue (4): 31-38.doi: 10.1016/S1005-8885(10)60080-5

• Wireless • 上一篇    下一篇

Energy efficiency of virtual MIMO transmission schemes for cluster-based wireless sensor networks

丁杰1,刘丹谱2,吴华瑞3,3   

  1. 1. 北京邮电大学
    2. 北京邮电大学信息与通信工程学院
    3.
  • 收稿日期:2011-01-18 修回日期:2011-03-28 出版日期:2011-08-31 发布日期:2011-08-24
  • 通讯作者: 丁杰 E-mail:xueyuanding@126.com
  • 基金资助:

    This work was supported by the National Natural Science Foundation of China (60871042, 60872049, 60971082, and 60972073), the National Great Science Specific Project (2009ZX03003-001, 2009ZX03003-011).

Energy efficiency of virtual MIMO transmission schemes for cluster-based wireless sensor networks

  • Received:2011-01-18 Revised:2011-03-28 Online:2011-08-31 Published:2011-08-24
  • Contact: Jie Ding E-mail:xueyuanding@126.com
  • Supported by:

    This work was supported by the National Natural Science Foundation of China (60871042, 60872049, 60971082, and 60972073), the National Great Science Specific Project (2009ZX03003-001, 2009ZX03003-011).

摘要:

In this paper, a cluster-based virtual multiple-input multiple-output (MIMO) transmission architecture is proposed for energy-constrained wireless sensor networks. In the proposed architecture, instead of using cluster members as cooperative nodes, multiple cluster heads cooperate to form virtual antenna array so that MIMO transmission can be implemented. According to the MIMO techniques used in this architecture, two different schemes, vertical Bell Laboratories layered space-time (V-BLAST) based cluster heads cooperative transmission (VCHCT) and space time block code (STBC) based cluster heads cooperative transmission (SCHCT), are developed. Based on the communication energy consumption model, the overall energy consumption model for both VCHCT and SCHCT are derived. Detailed comparison between these two schemes and the original low-energy adaptive clustering hierarchy (LEACH) is performed to investigate the performance of these two schemes. Simulation results not only verify the theoretical analysis but also show that the two schemes have their specific application scenarios. When the sink is far from the sensor area, SCHCT scheme is much more energy efficient than LEACH and VCHCT scheme even if it consumes additional inter-cluster communication energy. When the distance to sink is near the sensor area, VCHCT is preferable.

关键词:

energy efficiency, MIMO, STBC, V-BLAST, wireless sensor networks

Abstract:

In this paper, a cluster-based virtual multiple-input multiple-output (MIMO) transmission architecture is proposed for energy-constrained wireless sensor networks. In the proposed architecture, instead of using cluster members as cooperative nodes, multiple cluster heads cooperate to form virtual antenna array so that MIMO transmission can be implemented. According to the MIMO techniques used in this architecture, two different schemes, vertical Bell Laboratories layered space-time (V-BLAST) based cluster heads cooperative transmission (VCHCT) and space time block code (STBC) based cluster heads cooperative transmission (SCHCT), are developed. Based on the communication energy consumption model, the overall energy consumption model for both VCHCT and SCHCT are derived. Detailed comparison between these two schemes and the original low-energy adaptive clustering hierarchy (LEACH) is performed to investigate the performance of these two schemes. Simulation results not only verify the theoretical analysis but also show that the two schemes have their specific application scenarios. When the sink is far from the sensor area, SCHCT scheme is much more energy efficient than LEACH and VCHCT scheme even if it consumes additional inter-cluster communication energy. When the distance to sink is near the sensor area, VCHCT is preferable.

Key words:

energy efficiency, MIMO, STBC, V-BLAST, wireless sensor networks