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AN ENHANCED DETECTION ALGORITHM FOR V-BLAST SYSTEM
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作者 Su Xin Yi Kechu Tian Bin Sun Yongjun 《Journal of Electronics(China)》 2006年第5期773-776,共4页
A decoding method complemented by Maximum Likelihood (ML) detection for V-BLAST (Verti- cal Bell Labs Layered Space-Time) system is presented. The ranked layers are divided into several groups. ML decoding is performe... A decoding method complemented by Maximum Likelihood (ML) detection for V-BLAST (Verti- cal Bell Labs Layered Space-Time) system is presented. The ranked layers are divided into several groups. ML decoding is performed jointly for the layers within the same group while the Decision Feedback Equalization (DFE) is performed for groups. Based on the assumption of QPSK modulation and the quasi-static flat fading channel, simulations are made to testify the performance of the proposed algorithm. The results show that the algorithm outperforms the original V-BLAST detection dramatically in Symbol Error Probability (SEP) per- formance. Specifically, Signal-to-Noise Ratio (SNR) improvement of 3.4dB is obtained for SEP of 10?2 (4×4 case), with a reasonable complexity maintained. 展开更多
关键词 Multi-Input Multi-Output (MIMO) Vertical Bell Labs Layered Space-Time (V-BLAST) maximum Likelihood (ML) detection Decision Feedback Equalization (DFE)
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Cell Search Algorithm in Beyond 3G Systems
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作者 蔡凌云 宋文涛 罗汉文 《Journal of Shanghai University(English Edition)》 CAS 2005年第5期419-424,共6页
The downlink frame structure for beyond 3G mobile communication systems is presented. Beyond 3G systems utilize the OFDM technique. However, a problem encountered in OFDM is that channel dispersion destroys orthogonal... The downlink frame structure for beyond 3G mobile communication systems is presented. Beyond 3G systems utilize the OFDM technique. However, a problem encountered in OFDM is that channel dispersion destroys orthogonality between carriers, caushag inter-symbol interference. It is also sensitive to high peak to mean power ratio (PAPR). Therefore it spends much time on obtaining frequency, time, and frame synchronization. This paper proposes to add a frame synchronization channel in the time domain to overcome the shortcoming of OFDM. As transmitter diversity improves the system performance, beyond 3G systems employ space-time block coded (STBC). Fast cell search algorithm including slot synchronization, frame synchronization and cell ID identification is then discussed, which is based on the frame synchronization channel in transmitter diversity systems. Detection and false alarm probabilities in AWGN and Rayleigh channels are analyzed, and the mean acquisition time is obtained. Computer simulations are conducted to evaluate the performance of the cell search algorithm under different channel conditions. 展开更多
关键词 mobile communication cell search match filter correlation maximum detection.
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1 Tb/s Nyquist-WDM PM-RZ-QPSK Superchannel Transmission over 1000 km SMF-28 with MAP Equalization 被引量:1
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作者 Hung-Chang Chien 《ZTE Communications》 2012年第1期50-53,共4页
In this paper, we evaluate transmission in a 1 Tb/s (10 × 112 Gb/s) Nyquist WDM PMRZQPSK superchannel over a widelydeployed SMF-28 fiber with and without maximum aposteriori (MAP) equalization. Over 1000 km c... In this paper, we evaluate transmission in a 1 Tb/s (10 × 112 Gb/s) Nyquist WDM PMRZQPSK superchannel over a widelydeployed SMF-28 fiber with and without maximum aposteriori (MAP) equalization. Over 1000 km can be reached with BER below the HD FEC limit and with a spectral efficiency of 4 b/s/Hz. 展开更多
关键词 coherent detection QPSK maximum a-posteriori detection NyquistWDM superchannel
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A Survey on Low Complexity Detectors for OTFS Systems 被引量:5
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作者 ZHANG Zhengquan LIU Heng +1 位作者 WANG Qianli FAN Pingzhi 《ZTE Communications》 2021年第4期3-15,共13页
The newly emerging orthogonal time frequency space(OTFS)modulation can ob⁃tain delay-Doppler diversity gain to significantly improve the system performance in high mobility wireless communication scenarios such as veh... The newly emerging orthogonal time frequency space(OTFS)modulation can ob⁃tain delay-Doppler diversity gain to significantly improve the system performance in high mobility wireless communication scenarios such as vehicle-to-everything(V2X),high-speed railway and unmanned aerial vehicles(UAV),by employing inverse symplectic finite Fouri⁃er transform(ISFFT)and symplectic finite Fourier transform(SFFT).However,OTFS modu⁃lation will dramatically increase system complexity,especially at the receiver side.Thus,de⁃signing low complexity OTFS receiver is a key issue for OTFS modulation to be adopted by new-generation wireless communication systems.In this paper,we review low complexity OTFS detectors and provide some insights on future researches.We firstly present the OTFS system model and basic principles,followed by an overview of OTFS detector structures,classifications and comparative discussion.We also survey the principles of OTFS detection algorithms.Furthermore,we discuss the design of hybrid OTFS and orthogonal frequency di⁃vision multiplexing(OFDM)detectors in single user and multi-user multi-waveform commu⁃nication systems.Finally,we address the main challenges in designing low complexity OT⁃FS detectors and identify some future research directions. 展开更多
关键词 high mobility wireless communications OTFS ISFFT SFFT delay-Doppler di⁃versity iterative maximum ratio combining(MRC)detection message passing detection
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BER Performance Analysis of Asynchronous NOMA with Arbitrary Phase Offset 被引量:1
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作者 Chang Liu Sheng Wu +1 位作者 Chunxiao Jiang Hongwen Yang 《China Communications》 SCIE CSCD 2022年第11期195-208,共14页
An asynchronous transmission scenario for non-orthogonal multiple access(NOMA)user signals with arbitrary phase offset is investigated in this paper.To improve the system performance in the user power-balanced conditi... An asynchronous transmission scenario for non-orthogonal multiple access(NOMA)user signals with arbitrary phase offset is investigated in this paper.To improve the system performance in the user power-balanced conditions,we adopt a synthetic detection method at the receiver,i.e.,the jointly optimal maximal likelihood detection aided triangular successive interference cancellation(JO ML-TSIC)method.Analytical bit error rate(BER)solutions are obtained for a two-user case with the optimal,intentional onehalf symbol period time delay implemented between the user signals.Furthermore,closed-form BER solutions for the case using the triangular successive interference cancellation(TSIC)detection method are also derived for comparisons.Numerical results show that the JO ML-TSIC receiver for the asynchronous system outperforms the TSIC receiver as well as the synchronous successive interference cancellation(SIC)receiver in all the conditions concerned.The results also show that the superiority of the JO ML-TSIC receiver is strengthened when the signals experience flat Rayleigh fading channels compared to the TSIC and the synchronous SIC receivers. 展开更多
关键词 non-orthogonal multiple access(NOMA) asynchronous transmission jointly optimal(JO)maximum likelihood(ML)detection successive interference cancellation(SIC) bit error rate(BER)
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Joint Semi-Blind Channel Estimation and Data Sequence Detection of OFDM Systems 被引量:3
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作者 QIANXue-rong ZHANGLi-jun 《The Journal of China Universities of Posts and Telecommunications》 EI CSCD 2002年第4期51-56,63,共7页
In this paper, a joint semi blind channel estimation and data sequence detection of OFDM systems over the multipath frequency selective fading channels is proposed and investigated. The basic idea of the algorithm is... In this paper, a joint semi blind channel estimation and data sequence detection of OFDM systems over the multipath frequency selective fading channels is proposed and investigated. The basic idea of the algorithm is to first use the correlation among adjacent subchannels in the frequency domain to estimate the channel's parameters with an AutoRegressive (AR) process based on the decision directed estimation principle, and then to search the ML solution using the Viterbi algorithm. The algorithm realizes on line channel estimation and data detection of OFDM signals without any periodic pilot signal and statistic information about the channels, so it is suited to high data rate transmission over slow fading channels in the coming generation mobile communication systems. 展开更多
关键词 OFDM channel estimation blind estimation maximum likelihood detection
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Outage Detection for Distribution Networks Using Limited Number of Power Flow Measurements
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作者 Basel Alnajjab Ananth Narayan Samudrala +3 位作者 Chen Chen Rick S.Blum Soummya Kar Emma M.Stewart 《Journal of Modern Power Systems and Clean Energy》 SCIE EI CSCD 2020年第2期315-324,共10页
Accurate topology estimation is crucial for effectively operating modern distribution networks.Line outages in a distribution network change the network topology by disconnecting some parts of the network from the mai... Accurate topology estimation is crucial for effectively operating modern distribution networks.Line outages in a distribution network change the network topology by disconnecting some parts of the network from the main grid.In this paper,an outage detection(or topology estimation)algorithm for radial distribution networks is presented.The algorithm utilizes noisy power flow measurements collected from a subset of lines in the network,and statistical information characterizing errors in forecasting load demands.Additionally,a sensor placement scheme is presented.The sensor placement provides critical sensing for the outage detection algorithm so that any number of possible outages in the network can be detected.The performance of the proposed outage detection algorithm using the proposed sensor placement is demonstrated through several numerical results on the IEEE 123-node test feeder. 展开更多
关键词 Outage detection distribution networks maximum likelihood(ML)detection sensor placement
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CNN demodulation model with cascade parallel crossing for CPM signals
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作者 Yang Jiachen Duan Ruifeng Li Chengju 《The Journal of China Universities of Posts and Telecommunications》 EI CSCD 2024年第3期30-42,共13页
The continuous phase modulation(CPM)technique is widely used in range telemetry due to its high spectral efficiency and power efficiency.However,the demodulation performance of the traditional maximum likelihood seque... The continuous phase modulation(CPM)technique is widely used in range telemetry due to its high spectral efficiency and power efficiency.However,the demodulation performance of the traditional maximum likelihood sequence detection(MLSD)algorithm significantly deteriorates in non-ideal synchronization or fading channels.To address this issue,this work proposes a convolutional neural network(CNN)called the cascade parallel crossing network(CPCNet)to enhance the robustness of CPM signals demodulation.The CPCNet model employs a multiple parallel structure and feature fusion to extract richer features from CPM signals.This approach constructs feature maps at different levels,resulting in a more comprehensive training of the model and improved demodulation performance.Simulation results show that under Gaussian channel,the proposed CPCNet achieves the same bit error rate(BER)performance as MLSD method when there is no timing error,but with 1/4 symbol period timing error,the proposed method has 2 dB demodulation gain compared with CNN and convolutional long short-term memory deep neural network(CLDNN).In addition,under Rayleigh channel,the BER of the proposed method is reduced by 5%-87%compared to that of MLSD in the wide signal-to-noise ratio(SNR)region. 展开更多
关键词 continuous phase modulation(CPM) convolutional neural network(CNN) maximum likelihood sequence detection(MLSD) Rayleigh fading timing error
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Bayesian edge detector for SAR imagery using discontinuity-adaptive Markov random feld modeling 被引量:2
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作者 Yuan Zhan He You Cai Fuqing 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2013年第6期1534-1543,共10页
Synthetic aperture radar(SAR)image is severely affected by multiplicative speckle noise,which greatly complicates the edge detection.In this paper,by incorporating the discontinuityadaptive Markov random feld(DAMRF... Synthetic aperture radar(SAR)image is severely affected by multiplicative speckle noise,which greatly complicates the edge detection.In this paper,by incorporating the discontinuityadaptive Markov random feld(DAMRF)and maximum a posteriori(MAP)estimation criterion into edge detection,a Bayesian edge detector for SAR imagery is accordingly developed.In the proposed detector,the DAMRF is used as the a priori distribution of the local mean reflectivity,and a maximum a posteriori estimation of it is thus obtained by maximizing the posteriori energy using gradient-descent method.Four normalized ratios constructed in different directions are computed,based on which two edge strength maps(ESMs)are formed.The fnal edge detection result is achieved by fusing the results of two thresholded ESMs.The experimental results with synthetic and real SAR images show that the proposed detector could effciently detect edges in SAR images,and achieve better performance than two popular detectors in terms of Pratt's fgure of merit and visual evaluation in most cases. 展开更多
关键词 Discontinuity-adaptive Markov random feld(DAMRF) Edge detection Local mean reflectivity maximum a posteriori(MAP) estimation Synthetic aperture radar(SAR
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Oblique shock train motion based on schlieren image processing
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作者 Longsheng XUE Chuan CHENG +3 位作者 Chengpeng WANG Lantian ZHANG Kang LI Keming CHENG 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2023年第3期30-41,共12页
In this paper,shock train motion in a Mach number 2.7 duct is studied experimentally,and large numbers of schlieren images are obtained by a high-speed camera.An image processing method based on Maximum Correlation De... In this paper,shock train motion in a Mach number 2.7 duct is studied experimentally,and large numbers of schlieren images are obtained by a high-speed camera.An image processing method based on Maximum Correlation Detection(MCD)is proposed to detect shock train motion from the schlieren images,based on which the key structures,e.g.,separation positions and separation shock angles on the top and bottom walls,can be analysed in detail.The oscillations of the shock train are generated by rhombus and ellipse shafts at various excitation frequencies.According to the analysis of MCD results,the distributions of the frequency components of shock train oscillation generated by the two shafts are distinctly different,in which the motion generated by the ellipse shaft is much smoother;shock train motion is mainly characterized by the oscillation of separation position while the separation shock strength is not so sensitive to downstream disturbance;there is a hysteresis loop relation between the downstream pressure and separation position. 展开更多
关键词 Frequency components Hysteresis loop maximum Correlation detection(MCD) Schlieren image processing Shock train oscillation
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Novel incremental relaying protocol based on spatial modulation
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作者 ZHANG Zheng JI Hong +1 位作者 LI Yi ZHANG He-li 《The Journal of China Universities of Posts and Telecommunications》 EI CSCD 2012年第4期73-79,共7页
This paper presents a novel incremental relaying protocol based on spatial modulation for cooperative transmission over quasi-static rayleigh fading channel, namely spatial modulation incremental relaying (SMIR), wh... This paper presents a novel incremental relaying protocol based on spatial modulation for cooperative transmission over quasi-static rayleigh fading channel, namely spatial modulation incremental relaying (SMIR), which applies the concept of spatial modulation into incremental relaying. In the proposed protocol, information bits are mapped into two information carrying units: 1) a constellation point in the constellation diagram and 2) the spatial domain, i.e. into the location of a particular cooperative user number. The analytical expression of the frame error rate (FER) for SMIR protocol is derived. Simulation results confirm the presented mathematical analysis and show that SMIR protocol gains 2 and 3 dB in signal to noise ratio (SNR) over the conventional protocol for 3-and 5-bit/symbol transmissions respectively. Moreover, under this protocol the system can achieve a much higher throughput, which means that our proposed protocol brings significant gain in performance. 展开更多
关键词 SMIR cooperative communication maximum likelihood (ML) detection
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