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OFDM系統中基于最優閾值ACE的PAPR抑制

PAPR reduction based on optimal threshold ACE in OFDM system

  • 摘要: 動態星座圖擴展(Active constellation extension, ACE)是一種能夠有效降低正交頻分復用(Orthogonal frequency division multiplexing, OFDM)系統峰均功率比(Peak-to-average power ratio, PAPR)的方法,為解決現有ACE算法因選擇固定限幅閾值而限制降低PAPR效果的問題,提出一種最優閾值ACE(Optimal threshold ACE, OTACE)算法,該算法能在每次迭代時根據信號功率求得最合適的限幅閾值,從而增強抑制PAPR的效果。通過數據擬合得到合適的迭代次數,在此基礎上對OTACE算法抑制PAPR的效果進行了仿真分析,仿真結果表明,與凸集映射(Projection onto convex sets, POCS)和智能梯度投影(Smart gradient projection, SGP)算法相比,OTACE分別能提高5 dB和3 dB左右的PAPR增益。在廣電1、廣電6和巴西A三種信道下,分別在多普勒頻移為20 Hz和60 Hz時測試OTACE算法對系統誤碼率(Bit error rate, BER)的影響。實驗結果顯示,采用OTACE可提高系統的BER性能,并且與POCS相比,OTACE可提高1 dB左右的信噪比(Signal-to-noise ratio, SNR)增益;與SGP相比,OTACE在高SNR時有明顯的優勢。

     

    Abstract: Orthogonal frequency division multiplexing (OFDM) technology, which can divide the frequency selective fading channel into multiple flat fading sub-channels, is widely used in wireless communication systems because of its robustness to frequency selectivity in wireless channels and the ability to mitigate multipath fading that causes inter-symbol interference. Therefore, it has become one of the key technologies of 5G mobile communication. However, it has a serious shortcoming, i.e., the high peak-to-average power ratio (PAPR), especially when the number of subcarriers is large. High PAPR will make the high-power amplifier work in its nonlinear region, leading to inter-modulation interference among subcarriers and out-of-band interference of OFDM signals. Active constellation extension (ACE) reduces the PAPR of OFDM signals effectively by extending external constellation points outwards. Most of the ACE algorithms currently used set a fixed threshold to limit the amplitude of the OFDM signal during the iteration. As the statistical characteristics of OFDM signals will change after each iteration, the same threshold will reduce the ability of the method to suppress the PAPR of OFDM systems. To solve this problem, an optimal threshold ACE (OTACE) method is proposed, which can determine an appropriate threshold according to the signal power at each iteration to enhance the performance of PAPR reduction. The appropriate number of iterations is obtained by data fitting, and on this basis, the impact of the OTACE algorithm in suppressing the PAPR is simulated and analyzed. The simulation results demonstrate that compared with POCS and SGP, OTACE can increase the performance to reduce PAPR by approximately 5 dB and 3 dB gains, respectively. Under the CDT 1, CDT 6, and Brazil A channels, the impact of the OTACE algorithm on the bit error rate (BER) is tested when the Doppler frequency shift is 20 Hz and 60 Hz, respectively. The experimental results show that the OTACE can achieve better BER performance. Compared with POCS, OTACE has about 1 dB signal-to-noise ratio (SNR) gain in BER performance. OTACE has obvious advantages over SGP at a high SNR.

     

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