Adaptive turbo equalizer for underwater acoustic differential orthogonal frequency-division multiplexing systems

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In mobile underwater acoustic communications (UAC), the relative movement between the transceivers will cause Doppler spread in the received signal, which will bring inter-carrier interference to the orthogonal frequency-division multiplexing (OFDM) UAC system, thereby distorting the transmitted symbols. The design of a high-performance low-complexity receiver in mobile OFDM UAC systems remains a difficult problem.

In a study published online in the journal IEEE Transactions on Vehicular Technology, the researchers from the Institute of Acoustics of the Chinese Academy of Sciences (IACAS) proposed an adaptive turbo equalizer (TEQ) for differential OFDM systems.

Taking advantage of the soft information fed back from the channel decoder, the researchers reconstructed the symbols on each subcarrier of the OFDM system. Then, they utilized the adaptive TEQ to eliminate the residual inter-carrier interference induced by estimated symbols, thereby improving the block error rate (BLER) performance of the system.

The coefficients of the adaptive equalizer were updated by the low-complexity stochastic gradient method, and the data reuse technique initially proposed in single-carrier systems was utilized to improve the convergence speed of TEQ. Moreover, the researchers proposed a pilot-based differential encoding scheme to mitigate the error propagation caused by the reconstruction operation described above, thereby further improving the performance of the system.

The BLER performance of the proposed method (Fractional Fast Fourier Transform-Turbo Equalization, FFFT-TEQ) was compared with the MMSE estimation-based TEQ (MMSE-TEQ) in coherent OFDM systems by simulation. The results showed that it obtained better BLER performance in high signal-to-noise ratio (SNR) region. Besides, its performance was more robust against the change of Doppler frequency. In terms of computational complexity, the FFFT-TEQ was about two orders of magnitude lower than the MMSE-TEQ.

The proposed method provides a possible solution for the realization of high-performance low-complexity mobile OFDM UAC system and has a good application value.


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More information: Shiduo Zhao et al. Adaptive Turbo Equalization for Differential OFDM Systems in Underwater Acoustic Communications, IEEE Transactions on Vehicular Technology (2020). DOI: 10.1109/TVT.2020.3017778
Citation: Adaptive turbo equalizer for underwater acoustic differential orthogonal frequency-division multiplexing systems (2020, October 22) retrieved 19 January 2021 from https://phys.org/news/2020-10-turbo-equalizer-underwater-acoustic-differential.html
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