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Selective Mapping Scheme for Universal Filtered Multicarrier
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作者 Akku Madhusudhan Sudhir Kumar Sharma 《Intelligent Automation & Soft Computing》 SCIE 2023年第5期1273-1282,共10页
The next step in mobile communication technology,known as 5G,is set to go live in a number of countries in the near future.New wireless applica-tions have high data rates and mobility requirements,which have posed a c... The next step in mobile communication technology,known as 5G,is set to go live in a number of countries in the near future.New wireless applica-tions have high data rates and mobility requirements,which have posed a chal-lenge to mobile communication technology researchers and designers.5G systems could benefit from the Universal Filtered Multicarrier(UFMC).UFMC is an alternate waveform to orthogonal frequency-division multiplexing(OFDM),infiltering process is performed for a sub-band of subcarriers rather than the entire band of subcarriers Inter Carrier Interference(ICI)between neighbouring users is reduced via the sub-bandfiltering process,which reduces out-of-band emissions.However,the UFMC system has a high Peak-to-Average Power Ratio(PAPR),which limits its capabilities.Metaheuristic optimization based Selective mapping(SLM)is used in this paper to optimise the UFMC-PAPR.Based on the cognitive behaviour of crows,the research study suggests an innovative metaheuristic opti-mization known as Crow Search Algorithm(CSA)for SLM optimization.Com-pared to the standard UFMC,SLM-UFMC system,and SLM-UFMC with conventional metaheuristic optimization techniques,the suggested technique sig-nificantly reduces PAPR.For the UFMC system,the suggested approach has a very low Bit Error Rate(BER). 展开更多
关键词 -Universalfiltered multicarrier(UFMC) selective mapping(SLM) metaheuristic optimization crow search algorithm(CSA) bit error rate(BER)
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High resolution range profile analysis based on multicarrier phase-coded waveforms of OFDM radar 被引量:5
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作者 Kai Huo Bin Deng Yongxiang Liu Weidong Jiang Junjie Mao 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第3期421-427,共7页
Orthogonal frequency division multiplexing(OFDM) radar with multicarrier phase-coded waveforms has been recently introduced to achieve high range resolution.The conventional method for obtaining the high resolution ... Orthogonal frequency division multiplexing(OFDM) radar with multicarrier phase-coded waveforms has been recently introduced to achieve high range resolution.The conventional method for obtaining the high resolution range profile(HRRP) is based on matched filters.A method of synthesizing HRRP based on the fast Fourier transform(FFT) and decoding is proposed.The mathematical expressions of HRRP are derived by assuming an elementary scenario of point-scattering targets.Based on the characteristic of OFDM multicarrier signals,it mainly analyzes the influence on HRRP exerted by several factors,such as velocity compensation errors,the sampling frequency offset,and so on.The conclusions are significant for the design of the OFDM imaging radar.Finally,the simulation results demonstrate the validity of the conclusions. 展开更多
关键词 orthogonal frequency division multiplexing(OFDM) high resolution range profile(HRRP) multicarrier phase-coded frequency offset.
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Review Article: Multicarrier Communication for Underwater Acoustic Channel 被引量:4
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作者 Hamada Esmaiel Danchi Jiang 《International Journal of Communications, Network and System Sciences》 2013年第8期361-376,共16页
In past decades, there has been a growing interest in the discussion and study of using underwater acoustic channel as the physical layer for communication systems, ranging from point-to-point communications to underw... In past decades, there has been a growing interest in the discussion and study of using underwater acoustic channel as the physical layer for communication systems, ranging from point-to-point communications to underwater multicarrier modulation networks. A series of review papers were already available to provide a history of the development of the field until the end of the last decade. In this paper, we attempt to provide an overview of the key developments, both theoretical and applied, in the particular topics regarding multicarrier communication for underwater acoustic communication such as the channel and Doppler shift estimation, video and image transmission throw multicarrier techniques, etc. This paper also includes acoustic propagation properties in seawater and underwater acoustic channel representation. 展开更多
关键词 UNDERWATER COMMUNICATION multicarrier COMMUNICATION Channel Coding ORTHOGONAL Frequency DIVISION MULTIPLEXING (OFDM) Filterbank multicarrier (FBMC)
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Study of adaptive modulation and LDPC coding in multicarrier systems 被引量:2
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作者 Huo Yongqing Peng Qicong Shao Huaizong 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2008年第1期39-45,共7页
An adaptive modulation (AM) algorithm is proposed and the application of the adapting algorithm together with low-density parity-check (LDPC) codes in multicarrier systems is investigated. The AM algorithm is base... An adaptive modulation (AM) algorithm is proposed and the application of the adapting algorithm together with low-density parity-check (LDPC) codes in multicarrier systems is investigated. The AM algorithm is based on minimizing the average bit error rate (BER) of systems, the combination of AM algorithm and LDPC codes with different code rates (half and three-fourths) are studied. The proposed AM algorithm with that of Fischer et al is compared. Simulation results show that the performance of the proposed AM algorithm is better than that of the Fischer's algorithm. The results also show that application of the proposed AM algorithm together with LDPC codes can greatly improve the performance of multicarrier systems. Results also show that the performance of the proposed algorithm is degraded with an increase in code rate when code length is the same. 展开更多
关键词 multicarrier adaptive modulation low-density parity-check coding bit error rate.
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Performance of Multicarrier CDMA Rake System over Rayleigh Fading Channel 被引量:1
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作者 SONGLi-xin HUANGTian-shu DINGYao-ming 《Semiconductor Photonics and Technology》 CAS 2005年第2期129-134,共6页
Based on the theory of multicarrier(MC) technique and the Rake receiver, a multicarrier DS-CDMA Rake system is proposed, where a data sequence multiplied by a spreading sequence modulates multiple carriers. The receiv... Based on the theory of multicarrier(MC) technique and the Rake receiver, a multicarrier DS-CDMA Rake system is proposed, where a data sequence multiplied by a spreading sequence modulates multiple carriers. The receiver provides a Rake for each subcarrier, and the outputs of the Rakes are combined by a maximal-ratio combiner. The average probability of error of the system is derived from an uncorrelated subcarrier and frequency-selective fading channel model. The system performances are evaluated over Rayleigh fading channel with an exponential multipath intensity profile(MIP) and with a rectangular MIP, respectively, when multipath interference is present. It is found that this kind of model has larger superiority in an exponential MIP than in a rectangular MIP. 展开更多
关键词 CDMA 瑞利衰落信道 倾斜接收机 MIP 移动通信
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SINGLE TONE JAMMING ELIMINATION SCHEME OF MULTICARRIER SPREAD SPECTRUM SYSTEM 被引量:1
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作者 YingXiaofan ChuZhenyong +1 位作者 TianHongxin YiKechu 《Journal of Electronics(China)》 2004年第4期322-327,共6页
The proposed scheme is based on Discrete Fourier Transform (DFT) domain processing. The key technology of this scheme is jamming parameters' accurate estimation and jamming reconstruction. Compared with the "... The proposed scheme is based on Discrete Fourier Transform (DFT) domain processing. The key technology of this scheme is jamming parameters' accurate estimation and jamming reconstruction. Compared with the "threshold exciser" schemeithe proposed scheme can eliminate more jamming energy on the whole frequency band with the minimum loss of useful signal energy. As shown in the research and simulation, the proposed scheme is much better than the "threshold exciser" scheme, especially in the case of high power jamming whereas the "threshold exciser" scheme might be invalid. 展开更多
关键词 干扰排出 变换域 单音信号干扰 多载波扩频
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Equivalent Time-Domain Representation and Uplink Channel Estimator for Multicarrier CDMA Systems
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作者 吴晓军 殷勤业 曾明 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2003年第3期1-7,共7页
Many blind channel estimation methods have been proposed for direct sequence (DS) code-division multiple access (CDMA) systems, so we can certainly use them to estimate the finite impulse response (FIR) channel for th... Many blind channel estimation methods have been proposed for direct sequence (DS) code-division multiple access (CDMA) systems, so we can certainly use them to estimate the finite impulse response (FIR) channel for the multi-carrier (MC-) CDMA system. In this paper, the MC-CDMA system is interpreted as an equivalent time-domain DS-CD-MA system with specific spreading codes. Then, an equivalently time-domain blind channel estimator is derived for the uplink MC-CDMA, which is based on second-order statistics of the received data. By exploiting singular value decomposition (SVD) and the finite alphabet property of transmitted symbols, the time-domain channel impulse response (CIR) for the uplink MC-CDMA can be accurately identified. Computer simulations illustrate both the validity and the overall performance of the proposed estimator. 展开更多
关键词 multicarrier code-division multiple access Channel impulse response Multiple access interference Intersym-bol interference Cyclic prefix Blind channel estimation Multiuser detection.
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QUASI-SYNCHRONOUS MULTICARRIER DS-CDMA USING Z-COMPLEMENTARY SEQUENCES 被引量:1
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作者 Tu Yifeng Fan Pingzhi +1 位作者 Yuan Weina Hao Li 《Journal of Electronics(China)》 2009年第4期487-491,共5页
In this paper, a multicarrier DS-CDMA system which employs Z-Complementary Se- quences (ZCS) as spreading code is investigated. The new system can not only eliminate multipath interference and Multiple Access Interfer... In this paper, a multicarrier DS-CDMA system which employs Z-Complementary Se- quences (ZCS) as spreading code is investigated. The new system can not only eliminate multipath interference and Multiple Access Interference (MAI), but also support flexible number of users com- pared with system using Orthogonal Complementary (OC) codes. Multicarrier DS-CDMA using OC codes can be regarded as a special case of our proposed system. Zero Correlation Zone (ZCZ) of ZCS can be flexibly adjusted to meet the requirements on the user number and maximum multipath and in- ter-user delay, in this way, more users can be supported without losing interference-free property. The effectiveness of the proposed system is validated through theoretical analysis and simulation results. 展开更多
关键词 CDMA系统 系统使用 互补序列 多载波 DS 准同步 用户数量 零相关区
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Effect of Diversity and Filtering on the Performance of Wavelet Packets Base Multicarrier Multicode CDMA System
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作者 Maryam M. Akho-Zahieh Nasser Abdellatif 《Journal of Signal and Information Processing》 2015年第2期165-179,共15页
In Wavelet Packets Based Multicarrier Multicode CDMA system, the multicode (MCD) part ensures the transmission for high speed and flexible data rate, the multicarrier (MC) part ensures the flexibility of handling mult... In Wavelet Packets Based Multicarrier Multicode CDMA system, the multicode (MCD) part ensures the transmission for high speed and flexible data rate, the multicarrier (MC) part ensures the flexibility of handling multiple data rates, and wavelet packets modulation technique contributes to the mitigation of the interference problems. The CDMA system can suppress a given amount of interference. In this paper, the receiver employs suppression filter (SF) to mitigate the effect of narrow-band jammer interference and diversity techniques to reduce multiple access interference. The framework for the system and the performance evaluation are presented in terms of bit error rate (BER) over a Nakagami fading channel. Also, we investigate how the performance is influenced by various parameters, such as the number of taps of the SF, the ratio of narrow-band interference bandwidth to the spread-spectrum bandwidth, the diversity order, the fading parameter and so on. Finally, the performance of the system is compared with the performance Sinusoidal (Sin) based MC/MCD CDMA system. 展开更多
关键词 WAVELET PACKETS multicarrier Multicode DIVERSITY Suppression Filter
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INTERLEAVING SCHEME FOR MULTICARRIER CDMA SYSTEM
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作者 ShiFeng ChengShixin 《Journal of Electronics(China)》 2004年第1期16-22,共7页
In MultiCarrier Code-Division Multiple-Access (MC-CDMA) system, the received signals scattered in the frequency domain are combined to get frequency diversity gain. However, the frequency diversity gain is limited bec... In MultiCarrier Code-Division Multiple-Access (MC-CDMA) system, the received signals scattered in the frequency domain are combined to get frequency diversity gain. However, the frequency diversity gain is limited because of correlation between subcarriers. A novel interleaving scheme for MC-CDMA system is proposed in this paper. A circular shifting register is introduced into each subcarrier branch to decrease the correlation between subcarriers. By using interleaving, frequency diversity gain of system is increased. System structure and model with interleaver are discussed. In the case of multiple users, Parallel Interference Cancellation (PIC) technique is also introduced. Computer simulations demonstrate the performance of proposed scheme, and the performance comparison of MC-CDMA with interleaver and conventional MC-CDMA system is shown as well. 展开更多
关键词 多载波码分多址 CDMA PIC 交叉设计 OFDM MC—CDMA 移动通信
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MULTICARRIER DS-CDMA WITH ADAPTIVE MODULATION AND POWER ALLOCATION
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作者 ZhaoYahong ZhangZhongpei WuWeiling 《Journal of Electronics(China)》 2003年第3期177-182,共6页
Adaptive modulation and power allocation is introduced into the multicarrier DS-CDMA system to improve the system performance and bandwidth efficiency. First, the systemdesign appropriate for adaptive modulation and p... Adaptive modulation and power allocation is introduced into the multicarrier DS-CDMA system to improve the system performance and bandwidth efficiency. First, the systemdesign appropriate for adaptive modulation and power allocation is given, then the algorithmof adaptive modulation and power allocation is applied. Simulation results demonstrate greatperformance improvement compared with the fixed modulated one. 展开更多
关键词 多载波 DS-CDMA 码分多址 自适应调制 功率分配
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Adaptive Power and Bit Allocation in Multicarrier Systems
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作者 霍永青 彭启琮 邵怀宗 《Journal of Electronic Science and Technology of China》 2007年第1期13-17,共5页
We present two adaptive power and bit allocation algorithms for multicarrier systems in a frequency selective fading environment. One algorithm allocstes bit based on maximizing the channel capacity, another allocates... We present two adaptive power and bit allocation algorithms for multicarrier systems in a frequency selective fading environment. One algorithm allocstes bit based on maximizing the channel capacity, another allocates bit based on minimizing the bit-error-rate (BER). Two algorithms allocate power based on minimizing the BER. Results show that the proposed algorithms are more effective than Fischer's algorithm at low average signal-to-noise ration (SNR). This indicates that our algorithms can achieve high spectral efficiency and high communication reliability during bad channel state. Results also denote the bit and power allocation of each algorithm and effects of the number of subcarriers on the BER performance. 展开更多
关键词 adaptive loading multicarrier modulation Rayleigh fading frequency selective
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CAPACITY IMPROVEMENT OF MULTICARRIER DS-CDMA SYSTEM WITH ANTENNA ARRAY
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作者 Yang Wei Li Shiming +1 位作者 Tan Zhenhui Cheng Shixin 《Journal of Electronics(China)》 2006年第2期282-285,共4页
An antenna array based base station receiver for multicarrier Direct Sequence Code Division Multiple Access (DS-CDMA) system is proposed. The main advantage of the receiver is that the spatial diversity is achieved by... An antenna array based base station receiver for multicarrier Direct Sequence Code Division Multiple Access (DS-CDMA) system is proposed. The main advantage of the receiver is that the spatial diversity is achieved by combining signals of array elements. Based on the detailed analysis of multiuser interference and noise characteristics, the performance of the proposed receiver is analyzed. Theoretical analysis shows significant performance improvement in terms of system capacity due to the use of antenna arrays compared with the conventional single antenna multicarrier DS-CDMA approach. Simulation results confirm the theoretical analysis. 展开更多
关键词 DS-CMDA 码分多址 空间时间信号 空间差异性
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A Novel Asymmetric Three-Phase Cascaded 21 Level Inverter Fed Induction Motor Using Multicarrier PWM with PI and Fuzzy Controller
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作者 A. Abdul Namith T. S. Sivakumaran 《Circuits and Systems》 2016年第11期3922-3950,共29页
Multilevel inverters are gaining popularity in high power applications. This paper proposes a new ladder type structure of cascaded three-phase multilevel inverter with reduced number of power semiconductor devices wh... Multilevel inverters are gaining popularity in high power applications. This paper proposes a new ladder type structure of cascaded three-phase multilevel inverter with reduced number of power semiconductor devices which is used to drive the induction motor. The ultimate aim of the paper is to produce multiple output levels with minimum number of semiconductor devices. This paper uses only 11 switches along with 3 diodes and 4 asymmetrical sources to produce an output voltage of 21 levels. The modulation technique plays a major role in commutation of the switches. Here we implement the multicarrier level shifting pulse width modulation technique to produce the commutation signals for the inverter. The proposed multilevel inverter is used to drive the three-phase induction motor. The mathematical modeling of three-phase induction motor is done using Simulink. Furthermore the PI and fuzzy logic controllers are also used to produce the reference waveform of the level shifting technique which in turn produces the commutation signals of the proposed multilevel converter. The controllers are used to control the speed of the induction motor. The effectiveness of the proposed system is proved with the help of simulation. The simulation is performed in MATLAB/Simulink. From the simulation results, it shows that the proposed multilevel inverter works properly to generate the multilevel output waveform with minimum number of semiconductor devices. The PI and fuzzy logic controller performances are evaluated using the results which indicate that with the help of controllers the harmonics has been reduced and the speed control of induction motor is achieved under different loading conditions. 展开更多
关键词 MULTILEVEL multicarrier Level Shifting Pulse Width Modulation MC-LS-PWM Proportional Integral PI and Fuzzy Logic Controller
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Performance of Convolutionally Coded Multicarrier DS-CDMA System
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作者 SONG Li-xin HUANG Tian-shu DU Guang-yu 《Semiconductor Photonics and Technology》 CAS 2005年第4期281-286,共6页
A new convolutionally coded direct sequence (DS) CDMA system is proposed. The outputs of a convolutional encoder modulate multiple band-limited DS-CDMA waveforms. The receiver detects and combines signals for the desi... A new convolutionally coded direct sequence (DS) CDMA system is proposed. The outputs of a convolutional encoder modulate multiple band-limited DS-CDMA waveforms. The receiver detects and combines signals for the desired user and feeds a soft-decision Viterbi decoder. The performance of this system is compared to that of a convolutionally coded single carrier DS CDMA system with a Rake receiver. At roughly equivalent receiver complexity, results will demonstrate superior performance of the coded multicarrier system. 展开更多
关键词 DS-CDMA系统 码分多址 回旋码 衰退系统 频率分布
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SUCCESSIVE BEAMFORMING,MULTIUSER DETECTION AND DIVERSITY RECEPTION FOR MULTICARRIER DS-CDMA SYSTEM WITH ANTENNA ARRAY
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作者 Yang Wei Chen Junshi +1 位作者 Tan Zhenhui Cheng Shixin 《Journal of Electronics(China)》 2007年第5期607-612,共6页
Code-Division Multiple-Access (CDMA) systems are interference limited,and therefore efficient interference management is necessary to enhance the performance of a CDMA system.In this paper,a successive beamforming (sp... Code-Division Multiple-Access (CDMA) systems are interference limited,and therefore efficient interference management is necessary to enhance the performance of a CDMA system.In this paper,a successive beamforming (spatial filtering),linear decorrelating MultiUser Detection (MUD, temporal filtering) and diversity reception structure for uplink multicarrier Direct Sequence CDMA (DS-CDMA) system with antenna array are proposed.By beamforming,the antenna array suppresses interference according to the distinct array signature.Subsequently,linear decorrelating MUD is ap- plied to separate the signals of different users and eliminate Multiple Access Interference (MAI).Finally, the decorrelated signals at different subcarriers that belong to the same user are combined to achieve frequency diversity.Simulation results show that the proposed structure offers significant Bit Error Rate (BER) performance improvement by successively exploiting the space-time-frequency processing. 展开更多
关键词 连续波形 多用户检测 天线 排列顺序
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BLIND MULTIUSER DETECTION FOR V-BLAST CODED MULTICARRIER CDMA SYSTEM
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作者 Deng Ke Yin Qinye Zhang Hong 《Journal of Electronics(China)》 2006年第1期14-19,共6页
Focusing on the space-time coded multiuser mobile communication systems in the frequency-selective fading environment, this paper proposes a Vertical Bell labs LAyered Space-Time (V-BLAST) coded Multicarrier Code-Divi... Focusing on the space-time coded multiuser mobile communication systems in the frequency-selective fading environment, this paper proposes a Vertical Bell labs LAyered Space-Time (V-BLAST) coded Multicarrier Code-Division Multiple-Access (MC-CDMA) scheme and its blind channel identification algorithm. This algorithm employs an ESPRIT-like method and the singular value decomposition, and the channels between every transmit antenna of every user and every receive antenna of the base station are blindly estimated with a closed-form solution. Based on it, an equivalent Minimum Mean-Squared Error (MMSE) time-domain multiuser detector is derived. Moreover, the proposed scheme exploits the precoding in the transmitter in order to eliminate the constraint of more receive antennas than transmit ones, required by most conventional V-BLAST codec schemes. Computer simulation results demonstrate the validity of this proposed scheme. 展开更多
关键词 多用户盲检测 通信编码 CDMA 码分多址 时空代码
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A Low Complexity VCS Method for PAPR Reduction in Multicarrier Code Division Multiple Access
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作者 Si-Si Liu Yue Xiao Qing-Song Wen Shao-Qian Li 《Journal of Electronic Science and Technology of China》 2007年第2期102-106,共5页
This paper investigates a peak to average power ratio (PAPR) reduction method in multicarrier code division multiple access (MC-CDMA) system. Variable code sets (VCS), a spreading codes selection scheme, can imp... This paper investigates a peak to average power ratio (PAPR) reduction method in multicarrier code division multiple access (MC-CDMA) system. Variable code sets (VCS), a spreading codes selection scheme, can improve the PAPR property of the MC-CDMA signals, but this technique requires an exhaustive search over the combinations of spreading code sets. It is observed that when the number of active users increases, the search complexity will increase exponentially. Based on this fact, we propose a low complexity VCS (LC-VCS) method to reduce the computational complexity. The basic idea of LC-VCS is to derive new signals using the relationship between candidature signals. Simulation results show that the proposed approach can reduce PAPR with lower comtational pucomplexity. In addition, it can be blindly received without any side information. 展开更多
关键词 Low complexity variable code sets multicarrier code division multiple access (MC-CDMA) peak to average power ratio variable code sets.
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一种相控阵通道的快速测量方法 被引量:1
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作者 秋研东 孟正科 刘晓 《空间电子技术》 2024年第1期66-71,共6页
随着相控阵系统在通信领域的大规模应用,需要供应商提供能够长期稳定工作的设备。而相控阵通道幅相特性在使用的过程中会随着时间产生变化,最终会导致波束性能下降。为了简化相控阵后期维护,降低维护时间和成本,需要在其维护阶段对相控... 随着相控阵系统在通信领域的大规模应用,需要供应商提供能够长期稳定工作的设备。而相控阵通道幅相特性在使用的过程中会随着时间产生变化,最终会导致波束性能下降。为了简化相控阵后期维护,降低维护时间和成本,需要在其维护阶段对相控阵通道进行幅相特性测量。这种测量必须由相控阵系统独立完成,且不应该依赖外部环境。传统的测量方法是依次对每个通道进行独立的测量,这种测量方法效率低下,大规模相控阵的测量时间一般都在数十分钟以上,会使通信业务长时间中断,不利于系统快速维护的需求。目前,对相控阵通道幅相的快速测量方法主要是在相控阵天线位于特定的测试环境下进行,目的是加快相控阵的生产周期,不适用于后期维护。将多载波和系统同步结合,提出了一种相控阵通道的快速测量方法。该方法在相同测量精度下,测量所消耗的时间大约比传统串行测量方法少两个数量级,相比于已有的快速测量方法测量时间大幅缩短。最后通过仿真验证了方法的有效性,得出了测量精度和测量时间的关系。并在相同测量精度条件下与传统串行测量方法和已有快速测量方法的测量时间进行对比。 展开更多
关键词 相控阵 通道幅相特性 快速测量 多载波与系统同步
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基于多载波非正交多址接入的协作移动边缘计算系统优化研究
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作者 罗至威 黄栩蔚 +1 位作者 叶炜 黄高飞 《广州大学学报(自然科学版)》 CAS 2024年第1期84-96,共13页
文章研究了基于多载波非正交多址接入(Multicarrier Non-Orthogonal Multiple Access, MC-NOMA)的协作移动边缘计算系统,该系统由一个用户端、一个协作节点与一个配备边缘计算服务器的接入点(Access Point, AP)组成,旨在给定任务执行时... 文章研究了基于多载波非正交多址接入(Multicarrier Non-Orthogonal Multiple Access, MC-NOMA)的协作移动边缘计算系统,该系统由一个用户端、一个协作节点与一个配备边缘计算服务器的接入点(Access Point, AP)组成,旨在给定任务执行时延约束下,最小化用户端与协作节点的通信与计算能耗。为此,首先提出一种新颖的MEC协议,使用户端和协作节点充分利用MC-NOMA技术以高频谱效率的方式进行任务卸载;然后在该协议下,建立系统优化问题,联合优化任务卸载时间与计算时间分配、子载波分配、各个子载波的发射功率分配、任务划分和MEC服务器CPU频率。该问题是一个非凸的混合整数规划问题,求解颇具挑战性。通过利用代数变换、大M表达法、分层优化、连续凸近似和黄金分割法,对该问题进行求解,从而提出一种高效的系统优化算法。仿真结果表明,与已有的仅采用多载波技术研究方案相比,采用MC-NOMA技术可节省50%~60%的能耗。 展开更多
关键词 移动边缘计算 协作通信 非正交多址接入 多载波传输 凸优化
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