• DocumentCode
    28340
  • Title

    Optimizing Energy Consumption in Terahertz Band Nanonetworks

  • Author

    Mohrehkesh, Shahram ; Weigle, Michele C.

  • Author_Institution
    Dept. of Comput. Sci., Old Dominion Univ., Norfolk, VA, USA
  • Volume
    32
  • Issue
    12
  • fYear
    2014
  • fDate
    Dec. 2014
  • Firstpage
    2432
  • Lastpage
    2441
  • Abstract
    In this paper, we develop a technique for achieving the maximum utilization of harvested energy in perpetual wireless nanonetworks, where nanonodes communicate in the THz frequency band. Because of their nano-scale sizes, nanonodes cannot store large amounts of energy. Compounding the problem, the arrival of energy is not constant, but follows a stochastic process. Therefore, an optimum design for the consumption of this limited amount of energy is required. We model the problem as a Markov decision process, where we include the energy for both reception and transmission of packets. We analyze the performance of the energy harvesting and consumption processes for very low energy harvesting rates and small energy storage capacity. We compare the performance of the optimal policy with intuitive energy consumption policies. Next, since solving an optimized problem of this sort is too compute-intensive for nanonodes with limited resources, we propose a light-weight heuristic method that can perform close to optimal. Simulation results show that our heuristic model and the optimal model can serve as a framework for the design of nanonodes that operate in low rate stochastic energy harvesting conditions with limited energy storage.
  • Keywords
    Markov processes; energy consumption; energy harvesting; energy storage; nanotechnology; Markov decision process; THz frequency band; consumption processes; energy consumption; energy harvesting; energy storage capacity; harvested energy utilization; heuristic model; light-weight heuristic method; nanonodes; perpetual wireless nanonetworks; stochastic process; terahertz band nanonetworks; Energy consumption; Energy harvesting; Energy states; Energy storage; Molecular communication; Nanobioscience; Nanoscale devices; Stochastic processes; Nanonetworks; energy consumption; energy harvesting; nanonetworks; optimization; terahertz;
  • fLanguage
    English
  • Journal_Title
    Selected Areas in Communications, IEEE Journal on
  • Publisher
    ieee
  • ISSN
    0733-8716
  • Type

    jour

  • DOI
    10.1109/JSAC.2014.2367668
  • Filename
    6948271