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探索性数据分析在LoRa通信SNR性能的研究 被引量:2
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作者 房海峰 檀蓉 +1 位作者 韩院彬 赵继军 《现代电子技术》 北大核心 2020年第4期58-61,共4页
为了降低数据传输信噪比,提高传输质量,在实际部署过程中需合理配置LoRa物理层参数。为此,基于探索性数据分析,提出一种优化配置参数选择的预测模型。首先,设置物理层参数配置,收集数据;其次,利用探索性数据分析剔除数据中的异常值,并... 为了降低数据传输信噪比,提高传输质量,在实际部署过程中需合理配置LoRa物理层参数。为此,基于探索性数据分析,提出一种优化配置参数选择的预测模型。首先,设置物理层参数配置,收集数据;其次,利用探索性数据分析剔除数据中的异常值,并计算各配置参数和信噪比的相关性;最后,通过ID3决策树算法构建预测模型,建立配置参数和SNR之间的关系,以此提高传输信噪比,改善数据传输质量。实验结果表明,预测模型可以有效地对LoRa通信技术中信噪比性能进行优化。 展开更多
关键词 信噪比性能 LoRa通 探索性数据分析 参数优化 预测模型构建 数据收集
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多模式GNSS接收机的数字AGC电路设计
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作者 胡伟迪 何文涛 李晓江 《电子技术应用》 北大核心 2014年第12期43-45,52,共4页
设计了一款应用于GNSS接收机的快速数字自动增益控制电路(AGC),该AGC电路采用三级增益控制算法实现快速稳定的增益收敛,对2 bit及以上ADC具有很好的普适性。电路仿真了增益收敛速度和稳定度以及有带内连续波干扰情况下不同量化精度的信... 设计了一款应用于GNSS接收机的快速数字自动增益控制电路(AGC),该AGC电路采用三级增益控制算法实现快速稳定的增益收敛,对2 bit及以上ADC具有很好的普适性。电路仿真了增益收敛速度和稳定度以及有带内连续波干扰情况下不同量化精度的信噪比性能,结果表明所设计电路可以很好地满足性能要求。 展开更多
关键词 数字AGC 三级增益控制 GNSS接收机 信噪比性能
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凌特公司推出射频有源发送混频器
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作者 敖琼 《邮电设计技术》 2004年第9期48-48,共1页
关键词 凌特公司 射频有源发送混频器 LT5521 线性度 信噪比性能
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RC6500LP:存储器
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《世界电子元器件》 2004年第3期16-16,共1页
AT17F16:FPGA配置IC Atmel公司推出一个16Mb系统编程(ISP)FPGA配置ICAT17F16。AT17F16可以为基于SRAM的400万门FPGA包括VirtexXCV4000、Stratix EP1SGX40和Apex EP20K1500E器件提供单片ISP配置存储。AT17F16采用6×6×1mm 8引脚... AT17F16:FPGA配置IC Atmel公司推出一个16Mb系统编程(ISP)FPGA配置ICAT17F16。AT17F16可以为基于SRAM的400万门FPGA包括VirtexXCV4000、Stratix EP1SGX40和Apex EP20K1500E器件提供单片ISP配置存储。AT17F16采用6×6×1mm 8引脚LAP封装,有两线接口。LAPN装比高引出脚的PQFG和BGA封装便宜且易于安装。 Atmel公司还提供44引脚的器件,能替代引脚兼容现有板上的OTP XC17V16配置存储器,为这些设计增加了ISP灵活性。当和低密度的FPGA(如EP20Kxxxxx、EP1Sxx。 展开更多
关键词 RC6500LP 存储器 杰尔系统公司 信噪比性能
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Multi-Channel Iterative FDE for Single Carrier Block Transmission over Underwater Acoustic Channels 被引量:3
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作者 HE Chengbing HUO Siyu +2 位作者 ZHANG Qunfei WANG Han HUANG Jianguo 《China Communications》 SCIE CSCD 2015年第8期55-61,共7页
Recently, single carrier block transmission(SCBT) has received much attention in high-rate phase-coherent underwater acoustic communication.However,minimum-mean-square-error(MMSE) linear FDE may suffer performance los... Recently, single carrier block transmission(SCBT) has received much attention in high-rate phase-coherent underwater acoustic communication.However,minimum-mean-square-error(MMSE) linear FDE may suffer performance loss in the severely time dispersive underwater acoustic channel. To combat the channel distortion, a novel multi-channel receiver with maximum ratio combining and a low complex T/4 fractional iterative frequency domain equalization(FDE) is investigated to improve diversity gain and the bit error rate(BER) performance. The proposed method has been verified by the real data from a lake underwater acoustic communication test in November 2011. At 1.8 km, the useful data rates are around 1500 and 3000 bits/s for BPSK and QPSK respectively. The results show the improvements of system performance. Compared with MMSE FDE system, the output SNR improvement is 6.9 d B, and the BER is from 10-3 to no error bits for BPSK. The output SNR improvement is 5.3 d B, and the BER is from 1.91×10-2 to 2.2×10-4for QPSK. 展开更多
关键词 underwater acoustic communi-cation single carrier multi-channel frequency domain equalization iterative processing
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Cooperative Spectrum Sensing Exploiting a Certain Number of CR Users Based on Multi- Antennas in Cognitive Radio Networks 被引量:2
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作者 WANG Xiaoxiang WANG Jing +1 位作者 WANG Yulong MA Bo 《China Communications》 SCIE CSCD 2010年第4期149-155,共7页
In this paper,a cooperative spectrum sensing scheme,which is based on cooperation of a certain number of secondary users and cooperative diversity under multi-antenna scenario,is proposed.Under multi-antenna scenario,... In this paper,a cooperative spectrum sensing scheme,which is based on cooperation of a certain number of secondary users and cooperative diversity under multi-antenna scenario,is proposed.Under multi-antenna scenario,we set a targeted detection probability and optimize the false alarm probability of the network by choosing a certain number of secondary users with the highest primary user’s signal to noise ratio.The detection performance of the network is also evaluated when all the secondary users are cooperating to illustrate the benefits of the proposed scheme as a contrast.In addition,how to choose the detection threshold of the secondary user is analyzed for the purpose of decreasing the average risk.Theory analysis and simulation results show that the optimum false alarm probability can be derived by cooperating a certain number of secondary users rather than all the secondary users and the detection performance of the network can be further improved if secondary users are equipped with multiple antennas.Also,a minimum average risk can be obtained by optimizing the detection threshold. 展开更多
关键词 Cognitive Radio Cooperative Spectrum Sensing Multiple Antennas Detection Threshold.
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Performance of a Dual-Hop Multi-relay Cooperative Network in a Nakagami-m Fading Environment 被引量:2
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作者 Lu Jihua An Jianping Li Xiangming 《China Communications》 SCIE CSCD 2012年第4期55-62,共8页
An exact average symbol error rate analysis for the distributed dual-hop relay cooperative network with multiple relays in a Nakagami-m fading environment is presented.In the derivation of the moment generation functi... An exact average symbol error rate analysis for the distributed dual-hop relay cooperative network with multiple relays in a Nakagami-m fading environment is presented.In the derivation of the moment generation function of receiver Signal-to-Noise Ratio(SNR),the sectional integral method is used,instead of the cumulative density function method which is ordinarily used by the deduction of the outage probability of S-R-D link.The accurate symbol error rate of a dual-hop relay cooperative network is obtained with the closed-form Moment Genoration Function (MGF) expression.The correctness of the symbol error rate is verified through numerical simulations and is compared with other analytical methods.These deductions clearly show that the distributed cooperative diversity network presented has strong superiorities in overcoming severe fading and can achieve full diversity order. 展开更多
关键词 dual-hop relay cooperative communication average symbol error rate closed-form MGF AMPLIFY-AND-FORWARD Nakagami-m fading
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A Novel Non-Equidifferent Optical APPM Mapping Scheme for Strong Turbulent Atmospheric Channel
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作者 WANG Kaimin ZHANG Lijia +4 位作者 LIU Bo ZHANG Qi TIAN Qinghua XU Peng XIN Xiangjun 《China Communications》 SCIE CSCD 2015年第3期35-42,共8页
An optical Amplitude and Pulse Position Modulation(APPM) mapping scheme for strong turbulent atmospheric channel is proposed to optimize Bit Error Rate(BER) performance.In this scheme,a nonequidifferent amplitude seri... An optical Amplitude and Pulse Position Modulation(APPM) mapping scheme for strong turbulent atmospheric channel is proposed to optimize Bit Error Rate(BER) performance.In this scheme,a nonequidifferent amplitude series is designed based on quantitative BER analysis of the specific A×M APPM demapping procedures containing time slot selection and amplitude decision in selected time slot,which are different from traditional ones.Simulation results of 4×4,4×8 and 4×16 APPM show 4,3.4 and 6.9 d B SNR gain against traditional APPM scheme respectively.Thus significant BER performance improvement is achieved which helps to enhance reliability of freespace optical communication systems. 展开更多
关键词 APPM Mapping Turbulent atmospheric channel
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Hybrid coordinated strategy of downlink coordinated multi-point transmission 被引量:2
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作者 Zhuoming Li Yuqi Liu +3 位作者 Yu Zhang Peng Wang Chunyang Tian Xuejun Sha 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2015年第5期916-923,共8页
Coordinated multi-point (CoMP) transmission is put forward in the long term evolution-advanced (LTE-A) system to improve both average and cell-edge throughput. CoMP-joint pro- cessing (JP) scheme can get a large... Coordinated multi-point (CoMP) transmission is put forward in the long term evolution-advanced (LTE-A) system to improve both average and cell-edge throughput. CoMP-joint pro- cessing (JP) scheme can get a larger cell-edge throughput and a lower bit error rate (BER) than the CoMP-coordinated beamform- ing (CB) scheme, but it also has higher complexity due to data sharing. A hybrid coordinated strategy with parameter c~, which indicates the proportion of users employing the CoMP-JP scheme, is proposed to apply the CoMP-JP scheme to improve the poorer communication quality of cell edge and employ the CoMP-CB scheme for other users to enhance average throughput and spec- tral efficiency. This paradigm selects users defined by the certain threshold of signal to interference plus noise power ratio (SINR) corresponding to the parameter a to the CoMP-JP scheme. This paper compares the BER performance between the block diag- onalization (BD) based precoding and the linear precoders by maximizing signal to leakage and noise ratio (SLNR), and also in- dicates that the SLNR based precoding algorithm gets lower BER than the BD based precoding algorithm with certain signal-to-noise ratios (SNRs). Finally, this paper discusses that the system perfor- mance is partially affected by the percentage of CoMP-JP users and concludes that 50% of users sorted to communicate under the CoMP-JP scheme will reach the best system performance. 展开更多
关键词 coordinated multi-point (CoMP) block diagonalization(BD) signal to leakage and noise ratio (SLNR) hybrid coordinatedstrategy
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