针对正交时频空(Orthogonal Time Frequency Space,OTFS)通信系统信号检测复杂度高的问题,提出一种改进的高斯近似消息传递(Gaussian Approximate Message Passing,GA-MP)检测算法。依据最大后验概率检测准则,对发送信号及隐变量进行逐...针对正交时频空(Orthogonal Time Frequency Space,OTFS)通信系统信号检测复杂度高的问题,提出一种改进的高斯近似消息传递(Gaussian Approximate Message Passing,GA-MP)检测算法。依据最大后验概率检测准则,对发送信号及隐变量进行逐符号高斯近似,基于置信传播算法与联合因子图进行消息传递,用边缘后验概率替代GA-MP中的外部信息以减少运算量,结合阻尼因子提升收敛速度,同时引入概率阈值减少后续更新的节点数,从而使运算复杂度得到有效降低。实验结果表明,改进后的GA-MP算法在保证误码率性能的前提下具有更低的复杂度。展开更多
对流层散射通信的快衰落特性导致接收信号信噪比(Signal-to-Noise Ratio,SNR)不断变化,根据时变SNR进行自适应编码调制,可以使业务速率实时跟随SNR的变化而改变,在保证可靠传输的前提下有效提升通信吞吐量。针对散射通信系统自适应编码...对流层散射通信的快衰落特性导致接收信号信噪比(Signal-to-Noise Ratio,SNR)不断变化,根据时变SNR进行自适应编码调制,可以使业务速率实时跟随SNR的变化而改变,在保证可靠传输的前提下有效提升通信吞吐量。针对散射通信系统自适应编码调制的需求,在归一化最小均方(Normalization Least Mean Square,NLMS)算法和递归最小二乘(Recursive Least Square,RLS)算法的基础上,提出了改进递归最小二乘(Modified Recursive Least Square,MRLS)SNR预测算法。SNR预测算法可以解决接收端估计的SNR反馈到发送端的延迟问题。经过仿真和外场实验测试,相比NLMS算法和RLS算法,所提出的MRLS算法具有更小的SNR预测误差。采用所提出的MRLS算法进行自适应编码调制流程后,相比NLMS算法和RLS算法,在外场实验中分别可获得约0.4、2 Mb/s的平均业务速率提升,证明了所提出算法的性能优势。展开更多
We propose a layered asymmetrically clipped optical fast orthogonal frequency division multiplexing(ACO-FOFDM)scheme for intensitymodulated and directdetected(IM/DD)systems. Layered ACO-FOFDM can compensate the weakne...We propose a layered asymmetrically clipped optical fast orthogonal frequency division multiplexing(ACO-FOFDM)scheme for intensitymodulated and directdetected(IM/DD)systems. Layered ACO-FOFDM can compensate the weaknessof conventional ACO-FOFDM in low spectral efficiency. For FOFDM system, the utilization of discrete cosine transform(DCT) instead of fast Fourier transform(FFT) can reduce thecomputational complexity without any influence on bit errorrate(BER) performance. At transmitter, the superposition ofmultiple layers is performed in frequency domain, and the iterative receiver is used to recover transmitted signals by subtracting the clipping noise of each layer. We compare theBER performance of the proposed layered ACO-FOFDM system and DC-offset FOFDM(DCO-FOFDM) system with optimal DCbias at the same spectral efficiency. Simulation results show that in terms of optical bit energy to noise powerratio, the layered ACO-OFDM system has 1.23 dB, 2.77 dB,3.67 dB and 0.78 dB improvement at the forward error correction(FEC) limit compared with DCO-FOFDM system whenthe spectral efficiencies are 1 bit/s/Hz, 2 bits/s/Hz, 3 bits/s/Hz and 4 bits/s/Hz. The layered ACO-FOFDM system with zero DC-bias is more suitable for adaptive system, so this system also has potential for application in IM/DD systems.展开更多
文摘针对正交时频空(Orthogonal Time Frequency Space,OTFS)通信系统信号检测复杂度高的问题,提出一种改进的高斯近似消息传递(Gaussian Approximate Message Passing,GA-MP)检测算法。依据最大后验概率检测准则,对发送信号及隐变量进行逐符号高斯近似,基于置信传播算法与联合因子图进行消息传递,用边缘后验概率替代GA-MP中的外部信息以减少运算量,结合阻尼因子提升收敛速度,同时引入概率阈值减少后续更新的节点数,从而使运算复杂度得到有效降低。实验结果表明,改进后的GA-MP算法在保证误码率性能的前提下具有更低的复杂度。
文摘对流层散射通信的快衰落特性导致接收信号信噪比(Signal-to-Noise Ratio,SNR)不断变化,根据时变SNR进行自适应编码调制,可以使业务速率实时跟随SNR的变化而改变,在保证可靠传输的前提下有效提升通信吞吐量。针对散射通信系统自适应编码调制的需求,在归一化最小均方(Normalization Least Mean Square,NLMS)算法和递归最小二乘(Recursive Least Square,RLS)算法的基础上,提出了改进递归最小二乘(Modified Recursive Least Square,MRLS)SNR预测算法。SNR预测算法可以解决接收端估计的SNR反馈到发送端的延迟问题。经过仿真和外场实验测试,相比NLMS算法和RLS算法,所提出的MRLS算法具有更小的SNR预测误差。采用所提出的MRLS算法进行自适应编码调制流程后,相比NLMS算法和RLS算法,在外场实验中分别可获得约0.4、2 Mb/s的平均业务速率提升,证明了所提出算法的性能优势。
基金supported in part by National Natural Science Foundation of China under Grant Nos.61427813 and 61331010in part by ZTE Industry-Academia-Research Cooperation Funds
文摘We propose a layered asymmetrically clipped optical fast orthogonal frequency division multiplexing(ACO-FOFDM)scheme for intensitymodulated and directdetected(IM/DD)systems. Layered ACO-FOFDM can compensate the weaknessof conventional ACO-FOFDM in low spectral efficiency. For FOFDM system, the utilization of discrete cosine transform(DCT) instead of fast Fourier transform(FFT) can reduce thecomputational complexity without any influence on bit errorrate(BER) performance. At transmitter, the superposition ofmultiple layers is performed in frequency domain, and the iterative receiver is used to recover transmitted signals by subtracting the clipping noise of each layer. We compare theBER performance of the proposed layered ACO-FOFDM system and DC-offset FOFDM(DCO-FOFDM) system with optimal DCbias at the same spectral efficiency. Simulation results show that in terms of optical bit energy to noise powerratio, the layered ACO-OFDM system has 1.23 dB, 2.77 dB,3.67 dB and 0.78 dB improvement at the forward error correction(FEC) limit compared with DCO-FOFDM system whenthe spectral efficiencies are 1 bit/s/Hz, 2 bits/s/Hz, 3 bits/s/Hz and 4 bits/s/Hz. The layered ACO-FOFDM system with zero DC-bias is more suitable for adaptive system, so this system also has potential for application in IM/DD systems.
