• DocumentCode
    83223
  • Title

    A Game-Theoretic Approach for Energy-Efficient Contention-Based Synchronization in OFDMA Systems

  • Author

    Bacci, Giacomo ; Sanguinetti, Luca ; Luise, Marco ; Poor, H. Vincent

  • Author_Institution
    Dept. of Inf. Eng., Univ. of Pisa, Pisa, Italy
  • Volume
    61
  • Issue
    5
  • fYear
    2013
  • fDate
    1-Mar-13
  • Firstpage
    1258
  • Lastpage
    1271
  • Abstract
    The purpose of this paper is to provide a novel energy-efficient perspective to the problem of contention-based synchronization in orthogonal frequency-division multiple-access communication systems. This is achieved by modeling the terminals and their corresponding receivers at the base station as economic and rational agents that engage in a noncooperative game. In the proposed game, each one trades off its available resources (transmit power and detection strategy) so as to selfishly maximize its own revenue (in terms of probability of correct detection) while saving as much energy as possible and satisfying quality-of-service requirements given in terms of probability of false alarm and timing estimation accuracy. The existence and uniqueness of the equilibrium of the game are studied. In particular, a necessary and sufficient condition on the system parameters is given for the equilibrium to exist. An iterative and distributed algorithm based on best-response dynamics (at the transmit side) and a practical parameter estimation (at the receive side) are proposed to achieve the equilibrium point. Numerical results are used to highlight the effectiveness of the proposed solution and to make comparisons with existing alternatives in terms of power consumption, synchronization time, and estimation accuracy.
  • Keywords
    OFDM modulation; frequency division multiple access; game theory; iterative methods; probability; quality of service; synchronisation; OFDMA systems; base station; best-response dynamics; correct detection probability; distributed algorithm; economic agents; energy-efficient contention-based synchronization; false alarm probability; iterative algorithm; noncooperative game-theoretic approach; orthogonal frequency-division multiple-access communication systems; power consumption; quality-of-service requirements; rational agents; timing estimation accuracy; Accuracy; Estimation; Games; OFDM; Resource management; Synchronization; Best-response dynamic; GLRT; IEEE 802.16; LTE-Advanced; OFDMA; contention-based synchronization; energy efficiency; game-theory; generalized Nash equilibrium; power allocation;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2012.2231679
  • Filename
    6373741