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基于改进Multi-ResUnet算法的黏结集料图像分割方法 被引量:1
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作者 郝雪丽 李玉峰 +3 位作者 裴莉莉 李伟 石丽 曹磊 《同济大学学报(自然科学版)》 EI CAS CSCD 北大核心 2022年第5期741-749,共9页
为提高黏结集料图像的分割精度,提出了基于Inception网络与残差连接优化的黏结集料图像分割模型(Multi-ResUnet模型)。利用实验室自主研发的集料三维特性分析系统V3.0对黏结集料图像进行采集,并建立图像分割模型样本集,然后采用图像分... 为提高黏结集料图像的分割精度,提出了基于Inception网络与残差连接优化的黏结集料图像分割模型(Multi-ResUnet模型)。利用实验室自主研发的集料三维特性分析系统V3.0对黏结集料图像进行采集,并建立图像分割模型样本集,然后采用图像分割模型对样本集进行训练。结果表明:相较于分水岭算法和Unet模型,该图像分割模型的精确率分别提升了30.46%和2.11%,召回率分别提升了4.68%和1.85%,准确率分别提升了25.95%和2.47%。 展开更多
关键词 沥青混合料 黏结集料图像分割 multi-resUnet模型 分水岭算法
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5-22 Design and Optimization of a Multi-re Time-of-flight Mass Analyzer for LPT
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作者 Tian Yulin Wang Yongsheng +1 位作者 Wang Junying Huang Wenxue 《IMP & HIRFL Annual Report》 2015年第1期245-246,共2页
Multi-reflection time-of-flight mass spectrometer (MR-TOF-MS) is one of the new experimental devices developed in recent years. As the flight path extended several orders of magnitude as the analyzer is traversed many... Multi-reflection time-of-flight mass spectrometer (MR-TOF-MS) is one of the new experimental devices developed in recent years. As the flight path extended several orders of magnitude as the analyzer is traversed many times by the ions, it allows achieving higher mass resolving power than the conventional time-of-flight mass spectrometry. 展开更多
关键词 multi-re TIME-OF-FLIGHT MASS
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Realizing high-speed target tracking by using multi-rate feedforward predictive control for the acquisition, tracking, and pointing system
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作者 Hang Li Gaoliang Peng +4 位作者 Xiaobiao Shan Mingyuan Zhao Wei Zhang Jinghan Wang Feng Cheng 《Defence Technology(防务技术)》 2025年第7期137-151,共15页
The acquisition,tracking,and pointing(ATP)system is widely used in target tracking,counter-UAV operations,and other related fields.As UAV technology develops,there is a growing demand to enhance the tracking capabilit... The acquisition,tracking,and pointing(ATP)system is widely used in target tracking,counter-UAV operations,and other related fields.As UAV technology develops,there is a growing demand to enhance the tracking capabilities of ATP systems.However,in practical applications,ATP systems face various design constraints and functional limitations,making it infeasible to indefinitely improve hardware performance to meet tracking requirements.As a result,tracking algorithms are required to execute increasingly complex tasks.This study introduces a multi-rate feedforward predictive controller to address issues such as low image feedback frequency and significant delays in ATP systems,which lead to tracking jitter,poor tracking performance,low precision,and target loss.At the same time,the pro-posed approach aims to improve the tracking capabilities of ATP systems for high-speed and highly maneuverable targets under conditions of low sampling feedback rates and high feedback delays.The method suggested is also characterized by its low order,fast response,and robustness to model parameter variations.In this study,an actual ATP system is built for target tracking test,and the proposed algorithm is fully validated in terms of simulation and actual system application verification.Results from both simulations and experiments demonstrate that the method effectively compensates for delays and low sampling rates.For targets with relative angular velocities ranging from 0 to 90°/s and angular accelerations between 0 and 470°/s^(2),the system improved tracking accuracy by 70.0%-89.9%at a sampling frequency of 50 Hz and a delay of 30 m s.Moreover,the compensation algorithm demonstrated consistent performance across actuators with varying characteristics,further confirming its robustness to model insensitivity.In summary,the proposed algorithm considerably enhances the tracking accuracy and capability of ATP systems for high-speed and highly maneuverable targets,reducing the probability of target loss from high speed.This approach offers a practical solution for future multi-target tracking across diverse operational scenarios. 展开更多
关键词 multi-rate systems Predictive feedforward control Target tracking Laser weapon
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Consistent fusion for distributed multi-rate multi-sensor linear systems with unknown correlated measurement noises
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作者 Peng WANG Hongbing JI +1 位作者 Yongquan ZHANG Zhigang ZHU 《Chinese Journal of Aeronautics》 2025年第7期389-407,共19页
This study investigates a consistent fusion algorithm for distributed multi-rate multi-sensor systems operating in feedback-memory configurations, where each sensor's sampling period is uniform and an integer mult... This study investigates a consistent fusion algorithm for distributed multi-rate multi-sensor systems operating in feedback-memory configurations, where each sensor's sampling period is uniform and an integer multiple of the state update period. The focus is on scenarios where the correlations among Measurement Noises(MNs) from different sensors are unknown. Firstly, a non-augmented local estimator that applies to sampling cases is designed to provide unbiased Local Estimates(LEs) at the fusion points. Subsequently, a measurement-equivalent approach is then developed to parameterize the correlation structure between LEs and reformulate LEs into a unified form, thereby constraining the correlations arising from MNs to an admissible range. Simultaneously, a family of upper bounds on the joint error covariance matrix of LEs is derived based on the constrained correlations, avoiding the need to calculate the exact error cross-covariance matrix of LEs. Finally, a sequential fusion estimator is proposed in the sense of Weighted Minimum Mean Square Error(WMMSE), and it is proven to be unbiased, consistent, and more accurate than the well-known covariance intersection method. Simulation results illustrate the effectiveness of the proposed algorithm by highlighting improvements in consistency and accuracy. 展开更多
关键词 Distributed multi-rate multisensor system Sensor data fusion Correlated measurement noise Equivalent measurement Consistent method
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基于盲源分离的Multi-Rate DS/CDMA信号扩频序列盲估计 被引量:5
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作者 任啸天 徐晖 +2 位作者 黄知涛 王丰华 陆凤波 《航空学报》 EI CAS CSCD 北大核心 2012年第8期1455-1465,共11页
通过分析Multi-Rate DS/CDMA信号特性,建立的Multi-Rate DS/CDMA系统模型与线性混合的盲源分离模型一致,针对异、同步信号的不同特性,提出不同循环分段降维方法:对异步系统而言,采用2倍扩频周期为间隔对接收信号进行分割,利用Fast-ICA... 通过分析Multi-Rate DS/CDMA信号特性,建立的Multi-Rate DS/CDMA系统模型与线性混合的盲源分离模型一致,针对异、同步信号的不同特性,提出不同循环分段降维方法:对异步系统而言,采用2倍扩频周期为间隔对接收信号进行分割,利用Fast-ICA算法盲估计同一扩频周期用户的扩频序列,基于矢量2范数基础上估计各用户失步时间,并依此截取得到各用户的实际扩频序列,然后,循环至次大扩频周期进行盲估计,同时根据估计波形相似度归一化衡量函数消除最大周期分段序列,求解次大周期用户扩频序列,直至循环结束。对同步系统则以单倍最大扩频周期为间隔对接收信号进行分割,然后进行盲估计及降维处理。理论分析和仿真结果验证了本文方法的有效性。 展开更多
关键词 变增益 multi-rATE DS/CDMA信号 扩频序列盲估计 盲源分离 非合作通信
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基于局部特征重识别的多台臂动施工机械工效分析方法
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作者 卢昱杰 钟利剑 +1 位作者 魏伟 王硕 《建筑科学与工程学报》 北大核心 2026年第1期14-27,共14页
为克服现有基于视觉的机械工效分析方法在应用于臂动施工机械时易受遮挡影响而跟踪中断的问题,从而实现长时间、智能的施工机械工效分析,提出一种基于局部特征重识别的多台臂动施工机械工效分析方法。该方法利用卷积神经网络提取臂动施... 为克服现有基于视觉的机械工效分析方法在应用于臂动施工机械时易受遮挡影响而跟踪中断的问题,从而实现长时间、智能的施工机械工效分析,提出一种基于局部特征重识别的多台臂动施工机械工效分析方法。该方法利用卷积神经网络提取臂动施工机械的局部外观特征,将其用于身份匹配与目标重识别,可有效纠正因遮挡导致的多目标身份误判错误,在多目标跟踪的基础上,进一步应用活动识别算法实现了目标活动统计与工效分析。以上海某施工项目为研究案例,对其施工现场的挖掘机进行了跟踪和工效分析。结果表明:采用该方法的机械重识别与稳定跟踪(视频时间25 min)结果较为精确,机械工效分析精度达到96.74%;该研究为施工领域的多机械目标重识别提供研究范式,为基于视觉方法的复杂场景机械工效智能分析提供实践参考。 展开更多
关键词 多目标重识别 局部特征匹配 多目标跟踪 机械工效分析 施工设备管理
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融合空频信息的多粒度师生网络无监督行人重识别
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作者 陈玉敏 车进 杨莹莹 《计算机工程》 北大核心 2026年第1期217-227,共11页
无监督行人重识别旨在挖掘无标注数据的判别性表示用于行人检索任务。基于伪标签进行训练的无监督行人重识别方法目前已经取得了瞩目的进展。然而在训练过程中引入的噪声和信息利用不完全问题限制了该任务的进一步发展。提出一种融合浅... 无监督行人重识别旨在挖掘无标注数据的判别性表示用于行人检索任务。基于伪标签进行训练的无监督行人重识别方法目前已经取得了瞩目的进展。然而在训练过程中引入的噪声和信息利用不完全问题限制了该任务的进一步发展。提出一种融合浅层空频信息的多粒度师生网络。首先,同时考虑全局和局部特征并将其集成到聚类对比学习中,丰富特征表示,利用训练好的教师模型指导学生模型快速收敛,减少噪声伪标签的干扰;其次,设计一个新颖的空频信息交互模块,利用网络加深过程中丢失的浅层空间域、频域有用信息;此外,在学生网络的训练过程中采用一种重利用策略,将以往方法中直接丢弃的部分未聚类实例作为难样本重新利用。在Market1501、DukeMTMC-reID和MSMT173个大型数据集上的均值平均精度(mAP)结果分别达到87.5%、74.8%和41.9%,证明了该方法的优越性。 展开更多
关键词 无监督行人重识别 伪标签噪声 多粒度特征 师生网络 空频信息
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Kernel Generalization of Multi-Rate Probabilistic Principal Component Analysis for Fault Detection in Nonlinear Process 被引量:3
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作者 Donglei Zheng Le Zhou Zhihuan Song 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2021年第8期1465-1476,共12页
In practical process industries,a variety of online and offline sensors and measuring instruments have been used for process control and monitoring purposes,which indicates that the measurements coming from different ... In practical process industries,a variety of online and offline sensors and measuring instruments have been used for process control and monitoring purposes,which indicates that the measurements coming from different sources are collected at different sampling rates.To build a complete process monitoring strategy,all these multi-rate measurements should be considered for data-based modeling and monitoring.In this paper,a novel kernel multi-rate probabilistic principal component analysis(K-MPPCA)model is proposed to extract the nonlinear correlations among different sampling rates.In the proposed model,the model parameters are calibrated using the kernel trick and the expectation-maximum(EM)algorithm.Also,the corresponding fault detection methods based on the nonlinear features are developed.Finally,a simulated nonlinear case and an actual pre-decarburization unit in the ammonia synthesis process are tested to demonstrate the efficiency of the proposed method. 展开更多
关键词 Fault detection kernel method multi-rate process probability principal component analysis(PPCA)
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Performance Improvement of DCF Supporting Multi-Rate in IEEE 802.11b Wireless LAN 被引量:1
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作者 葛卫民 张亮 舒炎泰 《Transactions of Tianjin University》 EI CAS 2007年第4期276-281,共6页
This paper proposes a new channel access algorithm based on channel occupancy time (COT) fairness to guarantee fairness and improve the aggregate throughput of 802.11b multi-rate WLANs. In the algorithm, the COT is ... This paper proposes a new channel access algorithm based on channel occupancy time (COT) fairness to guarantee fairness and improve the aggregate throughput of 802.11b multi-rate WLANs. In the algorithm, the COT is used as fairness index to analyze the fairness of WLANs instead of the channel access probability (CAP) used in the distributed coordination function (DCF). The standard COT is given by access point (AP) and broadcasted to all wireless stations. The AP and wireless stations in the WLAN can achieve COT-based fairness by adjusting their packet length, sending the multiple back-to-back packets at one time, or giving up an opportunity to access the channel. Analysis and simulations show that our algorithm can provide COT-fairness. Compared with the CAP-based algorithm, the proposed algorithm leads to improvements in aggregate throughput of IEEE 802. lib multi-rate WLANs. 展开更多
关键词 IEEE 802.11b wireless LAN multi-rATE THROUGHPUT FAIRNESS
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Research of Multi-Rate LDPC Decoding in Optical Communication System 被引量:1
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作者 Wenhao Jin Chunwu Liu 《Optics and Photonics Journal》 2020年第6期174-181,共8页
<div style="text-align:justify;"> Low-density parity-check code (LDPC) not only has good performance approaching the Shannon limit, but also has low decoding complexity and flexible structure. It is a ... <div style="text-align:justify;"> Low-density parity-check code (LDPC) not only has good performance approaching the Shannon limit, but also has low decoding complexity and flexible structure. It is a research hot-spot in the field of channel coding in recent years and has a wide range of application prospects in optical communication systems. In this paper, the decoding aspects and performance of LDPC codes are analyzed and compared according to the bit error rate (BER) of LDPC codes. The computer simulation was carried out under additive white Gaussian noise (AWGN) channel and binary phase shift keying (BPSK) modulation. Through theoretical analysis and simulation results, this paper explores the way of multi-rate LDPC decoding. </div> 展开更多
关键词 LDPC multi-rATE DECODING SIMULATION
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The study on the shrink-fit multi-ring flywheel with fall-off function
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作者 Yu-Jin Wang De-Zhong Wang +2 位作者 Wei-Zhong Guo Jun-Lian Yin Cheng-Wei Wang 《Nuclear Science and Techniques》 SCIE CAS CSCD 2017年第3期115-122,共8页
Structural integrity of the flywheel of reactor coolant pump is important for safe operation of a nuclear power plant. A shrink-fit multi-ring flywheel is designed with a fall-off function, i.e., it will separate from... Structural integrity of the flywheel of reactor coolant pump is important for safe operation of a nuclear power plant. A shrink-fit multi-ring flywheel is designed with a fall-off function, i.e., it will separate from the shaft at a designed fall-off rotation speed, which is determined by the assembly process and the gravity. However, the two factors are ignored in the analytical method based on the Lame's equation. In this work, we conducted fall-off experiments to analyze the two factors and used the experimental data to verify the validity of the analytical method and the finite element method(FEM). The results show that FEM performs better than the analytical method in designing the falloff function of the flywheel, though FEM cannot successfully predict the strain variation with the rotational speed. 展开更多
关键词 multi-ring FLYWHEEL Fall-off rotational speed Shrink-fit assembly Gravity
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Simulation Study on Multi-Rate Time-Frequency Analysis of Non-Stationary Signals
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作者 LIN Haibo GAO Zhibin +1 位作者 YI Chuijie LIN Tianran 《Journal of Shanghai Jiaotong university(Science)》 EI 2018年第6期798-802,共5页
A new time-frequency analysis method is proposed in this study using a multi-rate signal decomposition technique for the analysis of non-stationary signals. The method uses a multi-rate filter bank for an improved non... A new time-frequency analysis method is proposed in this study using a multi-rate signal decomposition technique for the analysis of non-stationary signals. The method uses a multi-rate filter bank for an improved non-stationary signal decomposition treatment, and uses the Wigner-Ville distribution(WVD) analysis for signal reconstruction. The method presented in this study can effectively resolves the time and frequency resolution issue for non-stationary signal analysis and the cross-term issue typically encountered in time-frequency analysis.The feasibility and accuracy of the proposed method are evaluated and verified in a numerical simulation. 展开更多
关键词 NON-STATIONARY SIGNALS TIME-FREQUENCY analysis multi-rATE DECOMPOSITION Wigner-Ville distribution (WVD)
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Study of multi-rate multi-user detection based on supervision decision
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作者 杨涛 谢剑英 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2004年第3期413-418,共6页
Multi-user detection (MUD) based on multirate transmission in code division multiple access (CDMA) system is discussed. Under the requirement of signal interference ratio (SIR) detection at base station and framework ... Multi-user detection (MUD) based on multirate transmission in code division multiple access (CDMA) system is discussed. Under the requirement of signal interference ratio (SIR) detection at base station and framework with parallel interference cancellation, a supervision decision algorithm based on pre-decision of probabilistic data association (PDA) and hard decision is proposed. The detection performance is analyzed and simulation is implemented to show that the supervision decision algorithm improves the detection performance effectively. 展开更多
关键词 CDMA multi-rATE multi-user detection supervision decision.
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A SINGLE PROCESSOR MULTI-RATE VOCODER
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作者 Wang Dusheng Zhang Jiankang Fan Changxin(information Science Institute, Xidian university, Xi’an 710071) 《Journal of Electronics(China)》 1997年第1期59-62,共4页
This paper presents the design of a full-duplex multi-rate vocoder which implements an LPC-10, CELPC and VSELPC algorithms in real time. A single commercially available digital signal processor IC, the TMS320C25, is u... This paper presents the design of a full-duplex multi-rate vocoder which implements an LPC-10, CELPC and VSELPC algorithms in real time. A single commercially available digital signal processor IC, the TMS320C25, is used to perform the digital processing. The channel interfaces are configured with the design of ASIC, and including timing and control logic circuits. 展开更多
关键词 multi-rATE VOCODER SPEECH CODING Digital SIGNAL PROCESSOR
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Multi-rate tracking controller analysis and design for target tracking systems
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作者 洪华杰 黎志强 +2 位作者 范世珣 周擎坤 范大鹏 《Journal of Central South University》 SCIE EI CAS 2013年第11期3049-3056,共8页
As the sampling rates of the inner loop and the outer loop of the target tracking control system are different,a typical digital multi-rate control system was formed.If the traditional single-rate design method was ap... As the sampling rates of the inner loop and the outer loop of the target tracking control system are different,a typical digital multi-rate control system was formed.If the traditional single-rate design method was applied,the low sampling rate loop will seriously impact the dynamical characteristic of the system.After analyzing and calculating the impact law of the low sampling rate loop to the bandwidth and the stability of the tracking system,a kind of multi-rate control system design method was introduced.Corresponding to the different sampling rates of the inner loop and the outer loop,the multi-rate control strategy was constituted by a high sampling rate sub-controller and a low sampling rate sub-controller.The two sub-controllers were designed separately and connected by means of the sampling rate converter.The low sampling rate controller determined the response rapidity of the system,while the high sampling rate controller applied additionally effective control outputs to the system during a sampling interval of the low sampling rate controller.With the introduced high and low sampling rates sub-controllers,the tracking control system can achieve the same performance as a single-rate controller with high sampling rate,yet it works under a much lower sampling rate.The simulation and experimental results show the effectiveness of the introduced multi-rate control design method.It reduces the settling time by 5 times and the over shoot by 4 times compared with the PID control. 展开更多
关键词 multi-rate control system delay target tracking control
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A NEW DESIGN METHOD OF CDMA SPREADING CODES BASED ON MULTI-RATE UNITARY FILTER BANK
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作者 Bi Jianxin Wang Yingmin Yi Kechu(National Key Lab. on ISN, Xidian University, Xi’an 710071) 《Journal of Electronics(China)》 2001年第3期204-211,共8页
It is well-known that the multi-valued CDMA spreading codes can be designed by means of a pair of mirror multi-rate filter banks based on some optimizing criterion. This paper indicates that there exists a theoretical... It is well-known that the multi-valued CDMA spreading codes can be designed by means of a pair of mirror multi-rate filter banks based on some optimizing criterion. This paper indicates that there exists a theoretical bound in the performance of its circulating correlation property, which is given by an explicit expression. Based on this analysis, a criterion of maximizing entropy is proposed to design such codes. Computer simulation result suggests that the resulted codes outperform the conventional binary balanced Gold codes for an asynchronous CDMA system. 展开更多
关键词 multi-rATE UNITARY filter BANK CDMA SPREADING code Maximum ENTROPY criteria
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Multi-rate sensor fusion-based adaptive discrete finite-time synergetic control for flexible-joint mechanical systems
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作者 薛广月 任雪梅 夏元清 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第10期197-205,共9页
This paper proposes an adaptive discrete finite-time synergetic control (ADFTSC) scheme based on a multi-rate sensor fusion estimator for flexible-joint mechanical systems in the presence of unmeasured states and dy... This paper proposes an adaptive discrete finite-time synergetic control (ADFTSC) scheme based on a multi-rate sensor fusion estimator for flexible-joint mechanical systems in the presence of unmeasured states and dynamic uncertainties. Multi-rate sensors are employed to observe the system states which cannot be directly obtained by encoders due to the existence of joint flexibilities. By using an extended Kalman filter (EKF), the finite-time synergetic controller is designed based on a sensor fusion estimator which estimates states and parameters of the mechanical system with multi-rate measurements. The proposed controller can guarantee the finite-time convergence of tracking errors by the theoretical derivation. Simulation and experimental studies are included to validate the effectiveness of the proposed approach. 展开更多
关键词 adaptive finite-time synergetic control multi-rate sensor fusion mechanical systems
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A NOVEL CROSS-LAYER STRATEGY OF VIDEO TRANSMISSION TO SOLVE PERFORMANCE ANOMALY IN MULTI-RATE IEEE 802.11 NETWORKS
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作者 Tang Guijin Zhu Xiuchang 《Journal of Electronics(China)》 2011年第3期349-358,共10页
When wireless hosts use different rates to transmit data in IEEE 802.11 networks, it will take on the state of performance anomaly which will severely decrease the throughputs of all the higher rate hosts. Hence, it i... When wireless hosts use different rates to transmit data in IEEE 802.11 networks, it will take on the state of performance anomaly which will severely decrease the throughputs of all the higher rate hosts. Hence, it is bad for video service transmission. Considering that video is very sensitive to packet delivery delay but can tolerate some packet losses, we propose a novel cross-layer scheme which takes these two characteristics into consideration. Firstly, the maximum number of retransmissions for a video Medium Access Control (MAC) frame is computed in MAC layer according to video frame rate requirement of application layer and current access delay of MAC layer. Secondly, within the margin of the tolerant Packet Loss Rate (PLR) of application layer, several video MAC frames are allowed to drop so that we can adaptively select the transmission rate as high as possible for the rest of video MAC frames in terms of current channel quality and the maximum number of retransmissions. Experiment results show that the proposed method can reduce the delay and jitter of video service and improve the throughputs of fast hosts. Therefore, it increases the quality of reconstructed video to a certain extent and relieves the performance anomaly of network effectively. 展开更多
关键词 multi-rATE Video transmission IEEE 802.11 Performance anomaly CROSS-LAYER
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CHANNEL ESTIMATION OF MULTI-RATE DS-CDMA SIGNALS IN SLOW FADING MULTIPATH CHANNELS
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作者 Zhang Yingguang Zhang Linrang Liao Guisheng (National Key Laboratory for Radar Signal Processing, Xidian University, Xi’an 710071) 《Journal of Electronics(China)》 2003年第5期321-325,共5页
In Direct-Sequence Code Division Multiple Access(DS-CDMA) mobile communi-cation systems, it is very important to obtain accurate estimation of the channel parameters,especially that of the propagation delay. But the n... In Direct-Sequence Code Division Multiple Access(DS-CDMA) mobile communi-cation systems, it is very important to obtain accurate estimation of the channel parameters,especially that of the propagation delay. But the near-far problem may make the estimationcomplicated and can degrade the estimation performance significantly. In this paper, an efficientMaximum Likelihood (ML) method is presented for channel parameter estimation of multi-rateDS-CDMA systems in slow fading multipath channels in a near-far scenario. The algorithmextended the ML approach to multi-rate DS-CDMA systems, and proposes decomposing a multi-dimensional optimization problem into a series of one-dimensional optimization and has improvedcomputational efficiency. Theoretical analysis and numerical examples show that the estimatorproposed is effective and near-far resistant. 展开更多
关键词 CDMA Channel estimation multi-rATE Near-far problem Maximum likelihood CORRELATOR
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BLIND DETECTION FOR MULTI-RATE DS-CDMA SYSTEM WITH ANTENNA ARRAY AT THE BASE STATION
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作者 Zhang Yiwen Yin Qinye +1 位作者 Sun Ronghai Ding Le 《Journal of Electronics(China)》 2006年第6期820-824,共5页
In this paper, we propose the blind space-time high rate multi-user detector for synchronous uplink multi-rate Direct Sequence Code Division Multiple Access (DS-CDMA) systems with antenna array at the base station. ... In this paper, we propose the blind space-time high rate multi-user detector for synchronous uplink multi-rate Direct Sequence Code Division Multiple Access (DS-CDMA) systems with antenna array at the base station. By employing antenna array at the base stations, the spatial dimension is used efficiently to suppress co-channel interference and increase the capacity for multi-rate CDMA system. After low rate physical users in the system are modeled as corresponding high rate virtual users, we construct the space-time signature vectors of virtual users. And subspace projection algorithm is employed to estimate space-time signature vectors blindly. Then a soft-decision high rate lnultiuser detector is proposed based on the estimated signature vectors, which avoids estimating the ambiguous complex factors which are necessary in traditional blind detector. Numerical simulation results evaluate the performance in terms of Bit Error Rate (BER) for the proposed scheme. Simultaneously, it demonstrates that the system capability increases two times when using twoelement antenna array. 展开更多
关键词 multi-rATE Multiuser detection Antenna array Subspace projection
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