• DocumentCode
    263481
  • Title

    Multi-channel Data Collection for Throughput Maximization in Wireless Sensor Networks

  • Author

    Ying Chen ; Gomes, Pedro Henrique ; Krishnamachari, Bhaskar

  • Author_Institution
    Viterbi Sch. of Eng., Univ. of Southern California, Los Angeles, CA, USA
  • fYear
    2014
  • fDate
    28-30 Oct. 2014
  • Firstpage
    443
  • Lastpage
    451
  • Abstract
    We present the design and implementation of Multi-Channel Collection (MCC) protocol , a high-rate multi-channel time-scheduled protocol for fair, real-time data collection in Wireless Sensor Networks (WSN). MCC incorporates sophisticated mechanisms for balanced routing tree formation, multiple frequency channel allocation and globally synchronized TDMA scheduling. Through systematic experiments with real WSN hardware (Tmote Sky), we identify the maximum possible throughput for many-to-one (convergecast) data collection as a function of key communication parameters such as packet size, use of acknowledgements, and network topology. Then, we demonstrate that the maximum achievable network throughput can in fact be attained in practice using a carefully designed mix of routing, frequency allocation and time scheduling. Compared to state of the art collection protocols for WSN, we show that MCC offers 33-155% improvement in throughput. We also show how to exploit the time-scheduled nature of this approach for reducing the number of required frequency channels. MCC presents an algorithmic approach for time-frequency scheduling and routing that could be adapted and used in conjunction with relevant emerging standards such as WirelessHART, ISA 100.11a and IEEE 802.15.4e TSCH.
  • Keywords
    protocols; telecommunication scheduling; trees (mathematics); wireless sensor networks; MCC protocol; WSN; balanced routing tree formation; globally synchronized TDMA scheduling; high-rate multichannel time-scheduled protocol; maximum achievable network throughput; multichannel data collection protocol; multiple frequency channel allocation; throughput maximization; time-frequency scheduling; wireless sensor networks; Channel allocation; Protocols; Routing; Synchronization; Throughput; Topology; Wireless sensor networks; Collection protocol; IEEE 802.15.4e TSCH; Wireless sensor networks; WirelessHART;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mobile Ad Hoc and Sensor Systems (MASS), 2014 IEEE 11th International Conference on
  • Conference_Location
    Philadelphia, PA
  • Print_ISBN
    978-1-4799-6035-4
  • Type

    conf

  • DOI
    10.1109/MASS.2014.47
  • Filename
    7035714