Detection of PPM-UWB random signals

José A. López-Salcedo, Gregori Vázquez

Research output: Contribution to journalArticleResearchpeer-review

6 Citations (Scopus)

Abstract

This paper focuses on the symbol detection problem of random pulse-position modulation (PPM) ultrawideband (UWB) signals in the absence of interframe interference. Particular attention is devoted to severely time-varying channels where optimal detectors are proposed for both uncorrelated and correlated scattering scenarios. This is done by assuming the received waveforms to be unknown parameters. In UWB communication systems, the assumption of unknown random waveforms is consistent with the fact that the received waveform has very little resemblance with the original transmitted pulse. In order to circumvent this limitation, a conditional approach is presented herein by compressing the likelihood ratio test with the information regarding the second- order moments of the end-to-end channel response. Both full-rank and rank-one detectors are derived. For the reduced complexity rank-one detector, an iterative procedure is presented that maximizes the J-divergence between the hypotheses to be tested. Finally, simulation results are provided to compare the performance of the proposed detectors in different propagation environments. © 2008 IEEE.
Original languageEnglish
Pages (from-to)2003-2016
JournalIEEE Transactions on Signal Processing
Volume56
DOIs
Publication statusPublished - 1 Dec 2008

Keywords

  • GLRT
  • Low-SNR
  • Pulse-position modulation (PPM)
  • Random signals
  • Signal detection
  • Ultrawideband

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