Blind Decision-Directed Parameter Estimation for Energy Detection of PAM Signals

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

3 Citations (Scopus)

Abstract

In this paper, a novel blind decision-directed estimation approach is presented for systems using energy detection of pulse-amplitude-modulated (PAM) signals. The method provides an accurate blind solution for the estimates of the received signal energy and noise power spectral density which are required for the calculation of the symbol decision thresholds. Numerical results demonstrate that the proposed approach is able to outperform an existing nondata-aided solution. Furthermore, already for relatively short observation intervals, the error rate performance of the proposed method is comparable with the performance of a corresponding data-aided threshold estimator which, unlike the proposed blind approach, needs a redundant training signal.
Original languageEnglish
Title of host publication2011 IEEE International Conference on Communications (ICC)
PublisherInstitute of Electrical and Electronic Engineers IEEE
Pages1-5
ISBN (Electronic)978-1-61284-233-2, 978-1-61284-231-8
ISBN (Print)978-1-61284-232-5
DOIs
Publication statusPublished - 2011
MoE publication typeA4 Article in a conference publication
EventIEEE International Conference on Communications, ICC2011 - Kyoto, Japan
Duration: 5 Jun 20119 Jun 2011

Publication series

Name
ISSN (Print)1550-3607
ISSN (Electronic)1938-1883

Conference

ConferenceIEEE International Conference on Communications, ICC2011
Abbreviated titleICC2011
CountryJapan
CityKyoto
Period5/06/119/06/11

Fingerprint

Parameter estimation
Power spectral density

Keywords

  • Boolean functions
  • Estimation
  • Data structures
  • AWGN
  • Delta modulation

Cite this

Anttonen, A., Kotelba, A., & Mämmelä, A. (2011). Blind Decision-Directed Parameter Estimation for Energy Detection of PAM Signals. In 2011 IEEE International Conference on Communications (ICC) (pp. 1-5). Institute of Electrical and Electronic Engineers IEEE. https://doi.org/10.1109/icc.2011.5962762
Anttonen, Antti ; Kotelba, Andrian ; Mämmelä, Aarne. / Blind Decision-Directed Parameter Estimation for Energy Detection of PAM Signals. 2011 IEEE International Conference on Communications (ICC). Institute of Electrical and Electronic Engineers IEEE, 2011. pp. 1-5
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Anttonen, A, Kotelba, A & Mämmelä, A 2011, Blind Decision-Directed Parameter Estimation for Energy Detection of PAM Signals. in 2011 IEEE International Conference on Communications (ICC). Institute of Electrical and Electronic Engineers IEEE, pp. 1-5, IEEE International Conference on Communications, ICC2011, Kyoto, Japan, 5/06/11. https://doi.org/10.1109/icc.2011.5962762

Blind Decision-Directed Parameter Estimation for Energy Detection of PAM Signals. / Anttonen, Antti; Kotelba, Andrian; Mämmelä, Aarne.

2011 IEEE International Conference on Communications (ICC). Institute of Electrical and Electronic Engineers IEEE, 2011. p. 1-5.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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Anttonen A, Kotelba A, Mämmelä A. Blind Decision-Directed Parameter Estimation for Energy Detection of PAM Signals. In 2011 IEEE International Conference on Communications (ICC). Institute of Electrical and Electronic Engineers IEEE. 2011. p. 1-5 https://doi.org/10.1109/icc.2011.5962762