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基于块内Offset的倒排索引压缩算法研究
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作者 王秀霞 瞿有利 《计算机应用与软件》 北大核心 2026年第1期273-279,301,共8页
倒排索引是目前应用最广泛的全文检索技术之一。压缩倒排索引不仅可以节省磁盘空间,也可以减少内存访问次数。结合压缩offset和对整数序列分区的思想,提出基于块内offset的GR-OP压缩算法、Simple-OP压缩算法和PFOR-OP压缩算法。这些算... 倒排索引是目前应用最广泛的全文检索技术之一。压缩倒排索引不仅可以节省磁盘空间,也可以减少内存访问次数。结合压缩offset和对整数序列分区的思想,提出基于块内offset的GR-OP压缩算法、Simple-OP压缩算法和PFOR-OP压缩算法。这些算法在动态分块的基础上,计算offset新序列后分别使用Golomb-Rice、Simple9、PFOR算法压缩。实验表明压缩块内offset比压缩原始docid序列和d-gap序列具有更好的压缩性能。基于块内offset的新算法在BPI和随机查询时间上有所提升,因为算法复杂度的增加,所以压缩时间较长。该算法对于实际应用十分有意义。 展开更多
关键词 倒排索引 压缩 分区 offset
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Co-optimization of linear gain and dynamic range for atomic superheterodyne receivers based on homodyne readout
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作者 Chuan Qu Dongqin Guo Jian Zhang 《Chinese Physics B》 2026年第1期416-423,共8页
Rydberg-atom-based superheterodyne receivers integrate self-calibration,high sensitivity,a wide operational frequency range,and phase/frequency resolved detection capabilities,demonstrating broad application prospects... Rydberg-atom-based superheterodyne receivers integrate self-calibration,high sensitivity,a wide operational frequency range,and phase/frequency resolved detection capabilities,demonstrating broad application prospects as nextgeneration microwave receivers.Linear gain and linear dynamic range(LDR)are critical metrics for assessing receiver sensitivity and demodulation fidelity,respectively.We numerically solve the four-level master equation and then employ particle swarm optimization(PSO)algorithm to co-optimize linear gain and LDR in atomic superheterodyne receivers based on balanced homodyne detection.Further,we systematically account for dominant dephasing mechanisms in the simulation,encompassing spontaneous decay,transit dephasing,collision dephasing,laser linewidth dephasing,and Doppler averaging.Homodyne readout utilizes both the real and imaginary parts of polarizability for sensing.In the case of the photon shot noise limit,its signal-to-noise ratio(SNR)expression resembles that of direct optical-intensity readout.However,the inherent coherent subtraction operation in homodyne detection significantly suppresses common-mode noise,while appropriately increasing the reference beam power enhances the gain in practical experiments.Indeed,this co-optimization problem,characterized by a high-dimensional variable space,two objectives,and non-convexity,is well-suited for solution by PSO.In addition,probe and coupling detuning contribute equivalently to polarizability and compensate for each other owing to Doppler averaging,thereby reducing the optimization variable space by one.By adopting a product form of linear gain and LDR as the fitness function,the PSO achieves rapid convergence.Here,the effectiveness of the PSO results is verified via the total harmonic distortion(THD).The relative error-based LDR calculation method we proposed efficiently measures receiver response linearity with consuming fewer computational resources.This research is expected to offer valuable insights into enhancing the performance of Rydberg-atom-based superheterodyne receivers. 展开更多
关键词 atomic superheterodyne receivers linear gain linear dynamic range balanced homodyne readout
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CMOS Automatic Gain Control Circuit with DC Offset Cancellation for FM/cw Ladar 被引量:1
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作者 赵毅强 徐敏 +2 位作者 庞瑞龙 于海霞 赵宏亮 《Transactions of Tianjin University》 EI CAS 2014年第4期310-314,共5页
This paper presented an automatic gain control (AGC) circuit suitable for FM/cw ladar. The proposed architecture was based on two-stage variable gain amplifier (VGA) chain with a novel DC offset canceller circuit,... This paper presented an automatic gain control (AGC) circuit suitable for FM/cw ladar. The proposed architecture was based on two-stage variable gain amplifier (VGA) chain with a novel DC offset canceller circuit, which contained an improved Gilbert cell and a Gm-C feedback loop. To keep the VGA with a linearity in dB characteristic, an improved exponential gain control circuit was introduced. The AGC was implemented in 0.18 gm standard CMOS process. Simulation and measurement results verified that its gain ranged from -20 dB to 30 dB, and band- width ranged from 100 kHz to 10 MHz. Its power consumption was 19.8 mW under a voltage supply of 3.3 V. 展开更多
关键词 automatic gain control (AGC) variable gain amplifier (VGA) DC offset canceller (DCOC) exponential gain control
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Research on conduction band offset of CZTSSe solar cell with double absorber layers 被引量:1
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作者 HU Xiaofeng XUE Yuming +3 位作者 DAI Hongli WANG Luoxin NI Meng BAI Xin 《Optoelectronics Letters》 2025年第7期391-396,共6页
Cu_(2)ZnSn(S,Se)_(4)(CZTSSe)is considered to be the most potential light-absorbing material to replace CuInGaSe_(2)(CIGS),but the actual photoelectric conversion efficiency of such cells is much lower than that of CIG... Cu_(2)ZnSn(S,Se)_(4)(CZTSSe)is considered to be the most potential light-absorbing material to replace CuInGaSe_(2)(CIGS),but the actual photoelectric conversion efficiency of such cells is much lower than that of CIGS.One of the reasons is the high recombination rate of carriers at the interface.In this paper,in order to reduce the carrier recombination,a new solar cell structure with double absorber layers of Al-doped ZnO(AZO)/intrinsic(i)-ZnO/CdS/CZTS_(x1)Se_(1−x1)(CZTSSe_(1))/CZTS_(x2)Se_(1−x2)(CZTSSe_(2))/Mo was proposed,and the optimal conduction band offsets(CBOs)of CdS/CZTSSe_(1) interface and CZTSSe_(1)/CZTSSe_(2) interface were determined by changing the S ratio in CZTSSe_(1) and CZTSSe_(2),and the effect of thickness of CZTSSe_(1) on the performance of the cell was studied.The efficiencies of the optimized single and double absorber layers reached 17.97%and 23.4%,respectively.Compared with the single absorber layer structure,the proposed structure with double absorber layers has better cell performance. 展开更多
关键词 EFFICIENCY carrier recombination double absorber layers conduction band offset solar cell CZTSSe solar cell
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Gain adaptive tuning method for fiber Raman amplifier based on two-stage neural networks and double weights updates
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作者 MU Kuanlin WU Yue 《Optoelectronics Letters》 2025年第5期284-289,共6页
We present a gain adaptive tuning method for fiber Raman amplifier(FRA) using two-stage neural networks(NNs) and double weights updates. After training the connection weights of two-stage NNs separately in training ph... We present a gain adaptive tuning method for fiber Raman amplifier(FRA) using two-stage neural networks(NNs) and double weights updates. After training the connection weights of two-stage NNs separately in training phase, the connection weights of the unified NN are updated again in verification phase according to error between the predicted and target gains to eliminate the inherent error of the NNs. The simulation results show that the mean of root mean square error(RMSE) and maximum error of gains are 0.131 d B and 0.281 d B, respectively. It shows that the method can realize adaptive adjustment function of FRA gain with high accuracy. 展开更多
关键词 gain adaptive tuning connection weights error predicted target gains training connection weights unified nn gain adaptive tuning method double weights updates fiber raman amplifier fra
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Perifornical UCN3 Neurons Regulate Overeating-Induced Weight Gain
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作者 Shanshan Lu Xinran Zhang +8 位作者 Wanqi Chen Baofang Zhang Haiyang Jing Yunlong Xu Fengling Li Chenyu Jiang Gaowei Chen Xiaofei Deng Yingjie Zhu 《Neuroscience Bulletin》 2025年第6期1103-1108,共6页
Dear Editor,Obesity is an increasingly prevalent global metabolic disorder,yet effctive long-term interventions remain elusive.Recent studies have highlighted a novel peptide,Urocortin 3(UCN3),which shows potential fo... Dear Editor,Obesity is an increasingly prevalent global metabolic disorder,yet effctive long-term interventions remain elusive.Recent studies have highlighted a novel peptide,Urocortin 3(UCN3),which shows potential for obesity intervention[1]. 展开更多
关键词 weight gain OVEREATING UROCORTIN OBESITY
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Comparison of asymmetric offset versus pupil centered ablation in refractive surgery
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作者 Hassan Hashemi Mojgan Pakbin +2 位作者 Alireza Hashemi Mohammadreza Aghamirsalim Mehdi Khabazkhoob 《International Journal of Ophthalmology(English edition)》 2025年第8期1537-1543,共7页
AIM:To compare the visual and optical outcomes following femtosecond laser in situ keratomileusis(FS-LASIK)using an aberration neutral profile with asymmetric offset(AO)and pupil center(PC)treatments.METHODS:In this r... AIM:To compare the visual and optical outcomes following femtosecond laser in situ keratomileusis(FS-LASIK)using an aberration neutral profile with asymmetric offset(AO)and pupil center(PC)treatments.METHODS:In this randomized double-blind clinical trial study,48(24 cases)and 38 eyes(19 cases)underwent myopic astigmatism and hyperopic astigmatism LASIK.One eye of each individual was randomly assigned to AO centration and the fellow eye underwent the PC-centered method.The clinical outcomes including uncorrected visual acuity(UCVA),best-corrected visual acuity(BCVA),safety and efficacy indexes,subjective spherical equivalent(SE)and corneal high-order aberrations(HOAs)were measured at baseline and 6mo postoperatively.RESULTS:In the myopic group,the mean preoperative SE and astigmatism were-4.12±0.87(-2.88 to-6.00)diopter(D)and-0.88±0.79(0 to-2.75)D,respectively.In the hyperopic group,the mean preoperative SE and astigmatism were 0.93±0.59(-0.25 to 2.25)D and-0.73±1.00(0 to-4.25)D,respectively.At 6mo postoperatively,the safety and efficacy indexes were similar for centration in myopic and hyperopic LASIK groups.In the myopic group,significant changes were found in horizontal trefoil(P=0.041)and oblique trefoil(P=0.031)in favor of AO centration treatment.CONCLUSION:Femtosecond-LASIK is a safe and efficacious procedure for treatment of myopic and hyperopic astigmatism.AO-centered and PC-centered approaches provide similar visual and refractive outcomes.Myopic astigmatism LASIK with AO centration leads to slightly better corneal aberration outcomes. 展开更多
关键词 femtosecond laser in situ keratomileusis asymmetric offset pupil center
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Integrated Cam Contour Optimization Method Considering Kinematic and Dynamic Characteristics: A Paradigm of Offset Press Open-Close Gripper Mechanism
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作者 LI Wenwei CAO Shuai +2 位作者 QIAN Qian ZHANG Yaling CHEN Nan 《Journal of Shanghai Jiaotong university(Science)》 2025年第6期1195-1207,共13页
To efficiently search out the optimal cam contour,a software integrated optimization method considering cam mechanism’s kinematic and dynamic characteristics was presented,and its effectiveness was demonstrated by a ... To efficiently search out the optimal cam contour,a software integrated optimization method considering cam mechanism’s kinematic and dynamic characteristics was presented,and its effectiveness was demonstrated by a case study of the cam contour optimization for an offset press open-close gripper mechanism.The acceleration curve and the residual vibration model of the follower were separately studied.A symmetric harmonic trapezoidal curve was designed to control the follower’s acceleration,and single-DOF lumped parameter torsional vibration model was proposed to describe the follower’s residual vibration.Accordingly,corresponding motion curve design software and Simulink vibration model of the follower were developed respectively,and they were integrated into an automatic optimization platform with iSIGHT.The multi-objective optimization with objectives of minimizing both the acceleration and the residual vibration of the follower was completed within the platform by using NSGA-II algorithm.An appropriate point with lower acceleration and residual vibration was chosen from Pareto front as an optimal solution of the follower’s motion curve.Based on the follower’s new motion curve,the actual cam contour was generated by inverse kinematic simulation in COSMOSMotion.The offset press that installed our new designed cam exhibited a lower vibration than the previous machine,and the maximum measured acceleration of the offset press at a printing speed of 15000 r/h is reduced by 7.7%. 展开更多
关键词 offset press cam contour optimization acceleration curve residual vibration kinematics dynamics integrated platform
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Path of Enhancing the Sense of Gain Among Community Residents in Island Tourism Destinations in the Context of Culture and Tourism Integration:A Case Study of Weizhou Island
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作者 FANG Changgan CAO Yang 《Journal of Landscape Research》 2025年第1期74-80,84,共8页
Weizhou Island,located in Beihai,Guangxi Province,is recognized as the largest paleovolcanic island in China,characterized by its relatively young geological age.The development of island tourism has progressively est... Weizhou Island,located in Beihai,Guangxi Province,is recognized as the largest paleovolcanic island in China,characterized by its relatively young geological age.The development of island tourism has progressively established it as a significant tourist attraction within Beihai,transforming the area into a prominent leisure and tourism resort.As tourism on Weizhou Island continues to develop both in scope and in depth,it has increasingly influenced the sense of gain among the local community residents.Currently,in alignment with the strategic objective of achieving common prosperity,it is crucial to comprehend and enhance the sense of gain experienced by residents in island tourism destinations,as this is vital for the achievement of this overarching goal.Taking the residents of Weizhou Island in Beihai as the subjects,this paper constructs their sense of gain related to tourism,employing grounded theory.It posits that the residents’sense of gain comprises four primary dimensions:sense of economic gain,sense of social gain,sense of cultural gain,and sense of environmental gain.Additionally,the paper examines the factors that influence these dimensions.Based on this foundation,effective strategies are proposed to enhance the sense of gain among community residents in island tourism destinations,thereby promoting the sustainable development of island tourism. 展开更多
关键词 Sense of gain Island tourism Weizhou Island Beihai Sustainable development
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Vibration-induced bias error reduction using loop gain compensation for high-precision fiber optic gyroscopes
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作者 CHEN Heyu QIN Xuexin +2 位作者 XIE Huan KONG Linghai ZHENG Yue 《Journal of Systems Engineering and Electronics》 2025年第1期224-232,共9页
Vibration-induced bias deviation,which is generated by intensity fluctuations and additional phase differences,is one of the vital errors for fiber optic gyroscopes(FOGs)operating in vibration environment and has seve... Vibration-induced bias deviation,which is generated by intensity fluctuations and additional phase differences,is one of the vital errors for fiber optic gyroscopes(FOGs)operating in vibration environment and has severely restricted the applications of high-precision FOGs.The conventional methods for suppressing vibration-induced errors mostly concentrate on reinforcing the mechanical structure and optical path as well as the compensation under some specific operation parameters,which have very limited effects for high-precision FOGs maintaining performances under vibration.In this work,a technique of suppressing the vibration-induced bias deviation through removing the part related to the varying gain from the rotation-rate output is put forward.Particularly,the loop gain is extracted out by adding a gain-monitoring wave.By demodulating the loop gain and the rotation rate simultaneously under distinct frequencies and investigating their quantitative relationship,the vibrationinduced bias error is compensated without limiting the operating parameters or environments,like the applied modulation depth.The experimental results show that the proposed method has achieved the reduction of bias error from about 0.149°/h to0.014°/h during the random vibration with frequencies from20 Hz to 2000 Hz.This technique provides a feasible route for enhancing the performances of high-precision FOGs heading towards high environmental adaptability. 展开更多
关键词 vibration-induced error fiber optic gyroscope(FOG) loop gain
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Diversity Gain of an Interweave Cognitive MIMO Wire-Tap Channel
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作者 Atefeh Roostaei Mostafa Derakhtian 《China Communications》 2025年第9期162-181,共20页
The quality of spectrum sensing plays a significant role in determining the outage probability during the data transmission phase in an interweave cognitive radio network.If the secondary user(SU)fails to detect the p... The quality of spectrum sensing plays a significant role in determining the outage probability during the data transmission phase in an interweave cognitive radio network.If the secondary user(SU)fails to detect the primary user(PU)activity,it can re-sult in interference that limits the system performance.Additionally,since the wireless medium is broadcast in nature,there is a risk of eavesdroppers intercepting the cognitive users’data.Therefore,it is crucial to consider secrecy in the system analysis.In this paper,we analyze the secrecy outage probability(SOP)at the secondary receiver and derive the secret diversity gain for an interweave cognitive multiple-input multiple-output(MIMO)fading channel in the presence of an eavesdropper.Our study takes into account the ef-fects of the fading channel,the PU interference,and the eavesdropper on both spectrum sensing and data transmission phases.We demonstrate that utilizing all the antennas for sensing eliminates the limiting effects of missed detection probability and PU interference on the secret diversity gain.As a result,the cognitive user can achieve the same level of secret diversity gain as a conventional non-cognitive system(CNCS).Our an-alytical results are further validated through simula-tions. 展开更多
关键词 cognitive radio diversity gain MIMO physical layer security secrecy outage probability spectrum sensing
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STAP with adaptive calibration of array mutual coupling and gain/phase errors
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作者 Quanyang BI Dan LI Jianqiu ZHANG 《Chinese Journal of Aeronautics》 2025年第7期545-556,共12页
To address the significant degradation of Space-Time Adaptive Processing(STAP)performance when the array elements have mutual coupling and gain/phase errors,a STAP algorithm with adaptive calibration for the above two... To address the significant degradation of Space-Time Adaptive Processing(STAP)performance when the array elements have mutual coupling and gain/phase errors,a STAP algorithm with adaptive calibration for the above two array errors is proposed in this article.First,based on a defined error matrix that simultaneously considers both array mutual coupling and gain/phase errors,a STAP signal model including these errors is given.Then,utilizing the defined signal model,it is demonstrated that the estimation of the defined error matrix can be formulized as a standard convex optimization problem with the low-rank structure of the clutter covariance matrix and the subspace projection theory.Once the defined error matrix is estimated by solving the convex optimization problem,it is illustrated that a STAP method with adaptive calibration of the mutual coupling and gain/phase errors is coined.Analyses also show that the proposed adaptive calibration algorithm only needs one training sample to construct the adaptive weight vector.Therefore,it can achieve a good detection performance even with severe non-homogeneous clutter environments.Finally,the simulation experiments verify the effectiveness of the proposed algorithm and the correctness of the analytical results. 展开更多
关键词 gain/phase error Mutual coupling Subspace projection Space-time adaptive processing Adaptive calibration
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Effect of multidisciplinary nursing intervention on interdialytic weight gain and quality of life among chronic hemodialysis patients:A randomized controlled trial
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作者 Rashmimala PRADHAN Pravati TRIPATHY Debaprasad KAR 《Journal of Integrative Nursing》 2025年第1期12-20,共9页
Objectives:This study was conducted to determine the effect of multidisciplinary nursing intervention(MNI)on interdialytic weight gain(IDWG)and quality of life(QoL)among chronic hemodialysis patients.Materials and Met... Objectives:This study was conducted to determine the effect of multidisciplinary nursing intervention(MNI)on interdialytic weight gain(IDWG)and quality of life(QoL)among chronic hemodialysis patients.Materials and Methods:Quantitative research approach with randomized-controlled,single-blind trial was conducted among 120 chronic hemodialysis patients in Institute of Medical Sciences and SUM Hospital Bhubaneswar,Odisha,India from February 2023 to February 2024.Participants were randomly assigned into the experimental group(n1=65)and control group(n2=55)by block randomization methods.The experimental group received the intervention phase up to the 6th week,along with the usual treatment,and the control group received only standard treatment up to the end of the study.After that,they received the diet chart plan and fluid distribution timetable.Results:Significant improvements were found in IDWG and QoL for the experimental group.The experimental group exhibited a sharp decline in weight gain within the group(F=20.05,P<0.001)between the group(F=13.02,P<0.001),interaction effects between the groups across the time point(F=5.67,P<0.005).Kidney disease QoL scores(KDQOL^(TM)36)increased from 49.38±9.56 to 58.63±6.04 in the experimental group,compared to an increase from 50.84±9.25 to 52.04±8.02 in the control group.Conclusion:This trial showed that MNIs significantly reduced IDWG and improved KDQOL^(TM)36 scores,with the experimental group outperforming the control,highlighting the intervention’s effectiveness. 展开更多
关键词 Hemodialysis patients interdialytic weight gain multidisciplinary nursing intervention quality of life randomized controlled trials
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Design and implementation of automatic gain control algorithm for Ocean 4A scatterometer
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作者 LIU Yongqing LIU Peng +3 位作者 ZHAI Limin LIU Shuyi JIA Yan ZHANG Xiangkun 《Journal of Systems Engineering and Electronics》 2025年第2期344-352,共9页
The Ocean 4A scatterometer, expected to be launched in 2024, is poised to be the world’s first spaceborne microwave scatterometer utilizing a digital beamforming system. To ensure high-precision measurements and perf... The Ocean 4A scatterometer, expected to be launched in 2024, is poised to be the world’s first spaceborne microwave scatterometer utilizing a digital beamforming system. To ensure high-precision measurements and performance sta-bility across diverse environments, stringent requirements are placed on the dynamic range of its receiving system. This paper provides a detailed exposition of a field-programmable gate array (FPGA)-based automatic gain control (AGC) design for the spaceborne scatterometer. Implemented on an FPGA, the algo-rithm harnesses its parallel processing capabilities and high-speed performance to monitor the received echo signals in real time. Employing an adaptive AGC algorithm, the system gene-rates gain control codes applicable to the intermediate fre-quency variable attenuator, enabling rapid and stable adjust-ment of signal amplitudes from the intermediate frequency amplifier to an optimal range. By adopting a purely digital pro-cessing approach, experimental results demonstrate that the AGC algorithm exhibits several advantages, including fast con-vergence, strong flexibility, high precision, and outstanding sta-bility. This innovative design lays a solid foundation for the high-precision measurements of the Ocean 4A scatterometer, with potential implications for the future of spaceborne microwave scatterometers. 展开更多
关键词 spaceborne scatterometer automatic gain control(AGC) field-programmable gate array(FPGA) signal acquisition.
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Fishing Ship Trajectory Tracking Control Based on the Closed-Loop Gain Shaping Algorithm Under Rough Sea
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作者 SONG Chun-yu GUO Te-er SUI Jiang-hua 《China Ocean Engineering》 2025年第2期365-372,共8页
This paper proposes a separated trajectory tracking controller for fishing ships at sea state level 6 to solve the trajectory tracking problem of a fishing ship in a 6-level sea state,and to adapt to different working... This paper proposes a separated trajectory tracking controller for fishing ships at sea state level 6 to solve the trajectory tracking problem of a fishing ship in a 6-level sea state,and to adapt to different working environments and safety requirements.The nonlinear feedback method is used to improve the closed-loop gain shaping algorithm.By introducing the sine function,the problem of excessive control energy of the system can be effectively solved.Moreover,an integral separation design is used to solve the influence of the integral term in conventional PID controllers on the transient performance of the system.In this paper,a common 32.98 m large fiberglass reinforced plastic(FRP)trawler is adopted for simulation research at the winds scale of Beaufort No.7.The results show that the track error is smaller than 3.5 m.The method is safe,feasible,concise and effective and has popularization value in the direction of fishing ship trajectory tracking control.This method can be used to improve the level of informatization and intelligence of fishing ships. 展开更多
关键词 trajectory tracking control nonlinear feedback control fishing ship closed-loop gain shaping algorithm rough sea
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Compact,gain-enhanced 5G mmWave antenna with metallic ground-backed reflector for high-speed railway communication systems
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作者 Dunya Zeki Mohammed Ahmed J.A.Al-Gburi 《High-Speed Railway》 2025年第4期281-292,共12页
This research presents a compact,high-gain millimeter-wave antenna tailored for reliable 5 G communication in high-speed railway environments.The proposed antenna supports dual-band operation at 28 GHz(n257/n258)and 3... This research presents a compact,high-gain millimeter-wave antenna tailored for reliable 5 G communication in high-speed railway environments.The proposed antenna supports dual-band operation at 28 GHz(n257/n258)and 38 GHz(n260),enabling robust Vehicle-to-Infrastructure(V2I)links required for next-generation railway systems.The radiator occupies only 12 mm×8mm on a Rogers 6010LM substrate(ε_(r)=10.2,h=0.64 mm).A Metallic Ground-Backing(MGB)reflector,positioned 9mm behind the patch—λ/4 at 28 GHz—enhances forward radiation,suppresses back-lobes,and ensures highly directional coverage along railway tracks.The antenna achieves measured peak gains of 7.96 dBi at 28 GHz and 8.20 dBi at 38 GHz,with excellent impedance matching and stable radiation patterns under mobility scenarios.Its unique combination of compact footprint,reflectoraided gain enhancement,and stable dual-band performance under dynamic conditions distinguishes it from conventional millimeter-wave solutions,making it a strong candidate for 5G-based high-speed railway communication modules and arrays. 展开更多
关键词 Millimeter-wave antenna Metallic ground backing reflector gain enhanced 28/38 GHz COMPACT High-speed railway
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融合DepGraph偏移正则化的绝缘子多缺陷检测轻量化算法
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作者 亢洁 常琦 +2 位作者 王勍 刘伟峰 刘文波 《计算机工程与应用》 北大核心 2026年第1期328-338,共11页
针对绝缘子缺陷检测算法具有较大的参数规模和计算量导致难以部署在边缘设备,模型剪枝后难以获得正确连接,且过度稀疏化训练导致模型精度大幅度下降等问题,提出一种基于DepGraph偏移正则化的绝缘子多缺陷检测轻量化算法。通过依赖图(Dep... 针对绝缘子缺陷检测算法具有较大的参数规模和计算量导致难以部署在边缘设备,模型剪枝后难以获得正确连接,且过度稀疏化训练导致模型精度大幅度下降等问题,提出一种基于DepGraph偏移正则化的绝缘子多缺陷检测轻量化算法。通过依赖图(DepGraph)对改进后YOLOv7网络建立连接关系模型,再添加偏移正则化稀疏约束对其进行组级的稀疏训练,删除冗余的连接,得到参数规模和计算量更小的轻量型检测算法。将提出的模型压缩算法应用到绝缘子多缺陷检测任务中,实验结果表明,剪枝后模型相较于未剪枝模型的参数规模和计算量分别下降65.25%和65.98%,而平均准确率仅减少1.1个百分点,验证了DepGraph偏移正则化方案在绝缘子多缺陷检测任务中的有效性;在CIFAR-10数据集上进行实验,实验结果表明,在加速比为2.88时,所提算法仍可以保持93.69%的分类精度。使用TensorRT对该算法进行推理加速,并在Jetson Orin Nano平台上部署,经过TensorRT优化后模型的检测速度达到了35.24帧/s,符合在移动设备上部署的需求。 展开更多
关键词 绝缘子 缺陷检测 轻量化 DepGraph 偏移正则化
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特征偏置与注意力聚合的自监督单目深度估计网络
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作者 贾瑞明 余俊 +2 位作者 徐霄 王涵 郑瀚 《计算机工程与应用》 北大核心 2026年第1期253-263,共11页
提出一种特征偏置与注意力聚合的网络模型,解决单目深度估计任务中存在的深度不连续、局部偏差大等问题。特征偏置增强模块通过在网络内部特征通道维度上添加随机偏置,强化网络对位置信息的处理,增强模型的泛化能力。此外,重新设计卷积... 提出一种特征偏置与注意力聚合的网络模型,解决单目深度估计任务中存在的深度不连续、局部偏差大等问题。特征偏置增强模块通过在网络内部特征通道维度上添加随机偏置,强化网络对位置信息的处理,增强模型的泛化能力。此外,重新设计卷积与自注意力的双路聚合结构,使用深度卷积与非压缩门控结构模块,更加准确地推理像点的深度信息。在公开数据集KITTI和Make3D上分别进行了对比实验和泛化验证实验,对比实验的精度提升了2.01%,跨数据集泛化实验的精度提高了5.23%。 展开更多
关键词 单目深度估计 自监督 聚合注意力 特征偏置增强
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经验获益还是时间损失?老化心态对时尚消费的影响机制
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作者 王静 王雪华 范秀成 《心理学报》 北大核心 2026年第1期151-165,I0012-I0016,共20页
人口老龄化已成为全球性现象,积极应对老龄化的有效举措之一是大力发展银发经济。为充分释放老年人口消费潜力,需洞察不同老化心态对老年消费行为的影响。本研究通过1个调查和4个实验,检验了老年人看待过去时“经验获益”(vs.“时间损失... 人口老龄化已成为全球性现象,积极应对老龄化的有效举措之一是大力发展银发经济。为充分释放老年人口消费潜力,需洞察不同老化心态对老年消费行为的影响。本研究通过1个调查和4个实验,检验了老年人看待过去时“经验获益”(vs.“时间损失”)心态对时尚消费的作用机制和边界条件。研究表明:相比“时间损失”心态,“经验获益”心态将提升时尚消费意愿,老化威胁感知在老化心态与时尚消费的关系中起中介作用。同时,死亡凸显调节不同老化心态对时尚消费的影响。低死亡凸显情况下,持“经验获益”(vs.“时间损失”)老化心态的个体更偏好时尚消费;而高死亡凸显情况下,两者之间差异消失。本文从“经验获益”与“时间损失”视角,剖析老化心态及其对时尚消费的作用,丰富了老年消费、时尚消费和年老身份建构方面的文献。 展开更多
关键词 老化心态 时尚消费 老化威胁感知 时间损失 经验获益
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人才流失,还是人才获得?:人口迁移对迁出地教育人力资本积累的影响及其机制
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作者 任远 张简妮 《人口与经济》 北大核心 2026年第1期74-90,共17页
我国正在经历着超大规模的人口迁移流动,加剧了区域人口增减分化,使地区发展面临诸多挑战。利用人口普查和人口抽样调查的微观数据,研究分析我国人口迁移流动过程中的“人才流失”和“人才获得”现象,分析人口迁移对迁出地教育人力资本... 我国正在经历着超大规模的人口迁移流动,加剧了区域人口增减分化,使地区发展面临诸多挑战。利用人口普查和人口抽样调查的微观数据,研究分析我国人口迁移流动过程中的“人才流失”和“人才获得”现象,分析人口迁移对迁出地教育人力资本积累的影响及其机制。迁出的人口具有相对较高的受教育程度,对迁出地来说,人口迁出表现出劳动力资源和人才的流失,但是迁移对于迁出地教育人力资本积累的总体作用仍然是积极的。实证研究表明,我国人口迁移流动对迁出地而言是一种“人才流失”,更客观具有“人才获得”的作用。人才的迁出相较于普通劳动力的迁出,对于地区人力资本积累的促进作用表现得更加明显。基于迁移前景的激励作用、迁移者家庭汇款的收入效应,会提高家庭教育投资的意愿和能力;人口迁出地政府为了应对人口外迁和人力资本流失所进行的补偿性教育投资,会使得迁出地的教育人力资本在人口迁出的过程中呈现增长。研究对如何扩大“人才获得”效应、推动迁移过程中的迁出地教育人力资本积累和地方发展,以及对促进实现区域平衡协调发展提出建议。 展开更多
关键词 人才流失 人才获得 教育人力资本 教育投资 人口迁移
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