• DocumentCode
    835144
  • Title

    Power-Efficient Resource Allocation and Quantization for TDMA Using Adaptive Transmission and Limited-Rate Feedback

  • Author

    Wang, Xin ; Marques, Antonio G. ; Giannakis, Georgios B.

  • Author_Institution
    Dept. of Electr. Eng., Florida Atlantic Univ., Boca Raton, FL
  • Volume
    56
  • Issue
    9
  • fYear
    2008
  • Firstpage
    4470
  • Lastpage
    4485
  • Abstract
    Power-efficient scheduling and resource allocation are critical tasks for wireless sensor networks as well as commercial and tactical radios relying on IEEE access standards for power-limited communications. Tailored for such applications, this paper formulates and solves analytically novel convex optimization problems offering globally optimal user scheduling, as well as rate and power allocation for time-division multiple access (TDMA) in time-division-duplex or frequency-division-duplex operation. Through a limited-rate feedback link the access point provides quantized channel state information to the transmitters (Q-CSIT) based on which users adapt their modulation and code choices to the intended fading channel. When the quantizer needed to form the Q-CSIT is not prescribed, a joint allocation-quantization scheme is devised to minimize average transmit power subject to average rate and bit error rate constraints. The novel design couples adaptive transmission modes with quantization regions which are constructed to attain at least a local minimum of the average transmit power. Fairness in resource allocation is guaranteed by design. Transmit power and quantization region books are efficiently obtained offline while the online Q-CSIT based operation turns out to entail only a few feedback bits. Analysis and simulations include a perfect CSIT benchmark and reveal substantial power savings (as high as 15 dB) with low-overhead feedback.
  • Keywords
    quantisation (signal); time division multiple access; wireless sensor networks; IEEE access standard; TDMA; adaptive transmission; limited-rate feedback link; power-efficient resource allocation; power-efficient scheduling; quantized channel state information; resource allocation fairness; time-division multiple access; time-division-duplex operation; wireless sensor networks; Channel state information; Communication standards; Modulation coding; Quantization; Radio spectrum management; Radio transmitters; Resource management; State feedback; Time division multiple access; Wireless sensor networks; Adaptive algorithms; convex optimization; multiple access; power control; quantization; resource management; scheduling; wireless sensor networks;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2008.924635
  • Filename
    4599180