Detection of OFDM signals in fast fading with low-density pilot symbols

Ming Xian Chang, Tsung Da Hsieh

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

In fast-varying channels, an OFDM system needs to insert denser pilot symbols among transmitted symbols for tracking the variation of channel. However, using denser pilot symbols reduces the transmission throughput. In this paper, we propose a pseudo-pilot algorithm for data detection in fast-varying channels without increasing the pilot density. In our algorithm, we select some data symbols among a block of transmitted symbols, and the selected symbols are considered as pseudo-pilot symbols. Then based on a regressional model-based least-square-fitting (LSF) approach, the receiver associates each possible pattern of pseudo-pilots with a data sequence and a corresponding metric. AU possible patterns of pseudo-pilots are searched and among which we choose the associated data sequence whose corresponding metric Is minimum. The proposed algorithm needs to search all possible patterns of pseudo-pilots, and therefore the complexity may increase with the number of pseudo-pilots and constellation size. To reduce the searching number, we further propose two modified schemes. In the first modified scheme, once the metric is smaller than a threshold, we stop searching other patterns of pseudo-pilots. The second modified scheme further computes a preferable pattern of pseudo-pilots before the searching process. The simulation results show that the performance of the proposed algorithm could approach a BEP lower bound that is obtained by letting the receiver know the true values of pseudo-pilots. Comparing with the linear interpolation method, the proposed algorithm shows obvious improvement in fast-varying channels. The proposed modified schemes could effectively reduce the searching number while maintain the performance.

Original languageEnglish
Title of host publication2007 IEEE Wireless Communications and Networking Conference, WCNC 2007
Pages1423-1428
Number of pages6
DOIs
Publication statusPublished - 2007 Nov 27
Event2007 IEEE Wireless Communications and Networking Conference, WCNC 2007 - Kowloon, China
Duration: 2007 Mar 112007 Mar 15

Publication series

NameIEEE Wireless Communications and Networking Conference, WCNC
ISSN (Print)1525-3511

Other

Other2007 IEEE Wireless Communications and Networking Conference, WCNC 2007
CountryChina
CityKowloon
Period07-03-1107-03-15

Fingerprint

Orthogonal frequency division multiplexing
Interpolation
Throughput

All Science Journal Classification (ASJC) codes

  • Engineering(all)

Cite this

Chang, M. X., & Hsieh, T. D. (2007). Detection of OFDM signals in fast fading with low-density pilot symbols. In 2007 IEEE Wireless Communications and Networking Conference, WCNC 2007 (pp. 1423-1428). [4204444] (IEEE Wireless Communications and Networking Conference, WCNC). https://doi.org/10.1109/WCNC.2007.268
Chang, Ming Xian ; Hsieh, Tsung Da. / Detection of OFDM signals in fast fading with low-density pilot symbols. 2007 IEEE Wireless Communications and Networking Conference, WCNC 2007. 2007. pp. 1423-1428 (IEEE Wireless Communications and Networking Conference, WCNC).
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Chang, MX & Hsieh, TD 2007, Detection of OFDM signals in fast fading with low-density pilot symbols. in 2007 IEEE Wireless Communications and Networking Conference, WCNC 2007., 4204444, IEEE Wireless Communications and Networking Conference, WCNC, pp. 1423-1428, 2007 IEEE Wireless Communications and Networking Conference, WCNC 2007, Kowloon, China, 07-03-11. https://doi.org/10.1109/WCNC.2007.268

Detection of OFDM signals in fast fading with low-density pilot symbols. / Chang, Ming Xian; Hsieh, Tsung Da.

2007 IEEE Wireless Communications and Networking Conference, WCNC 2007. 2007. p. 1423-1428 4204444 (IEEE Wireless Communications and Networking Conference, WCNC).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Chang MX, Hsieh TD. Detection of OFDM signals in fast fading with low-density pilot symbols. In 2007 IEEE Wireless Communications and Networking Conference, WCNC 2007. 2007. p. 1423-1428. 4204444. (IEEE Wireless Communications and Networking Conference, WCNC). https://doi.org/10.1109/WCNC.2007.268