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Exploring the potential carbon emissions and net-zero path of international flights:A case study in Macao
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作者 Haoxuan Wang Ni Sheng +2 位作者 Qingbin Song Liujie Xu Jing Bai 《Journal of Environmental Sciences》 2025年第10期288-299,共12页
With the rapid development of aviation industry and its increasing impact on the global climate change,the contributions of carbon emissions frominternational flights are attracting more and more attention worldwide.T... With the rapid development of aviation industry and its increasing impact on the global climate change,the contributions of carbon emissions frominternational flights are attracting more and more attention worldwide.This study,taking Macao as the aviation hub,established the cross-border aviation carbon emission evaluation model to explore dynamic carbon emissions and net-zero path of international flights.The aviation hubmainly covers 58 routes and five types of civil aircraft from 12 countries or regions during 2000-2022.The results show that the aviation transportation in Macao emitted about 1.44 million tons CO_(2)eq in 2019,which is high 3.6 times that of 2000.The COVID-19 has led to a rapid decline in aviation carbon emissions in a short period of time,carbon emissions in 2020 decreased by 80%compared to 2019.In terms of cumulative carbon emissions from 2000 to 2019,the A321 and A320 Airbus contribute to 80%of carbon emissions.And the Chinese mainland(37%)and Taiwan(29%)are the main sources of emissions.In 2000-2019,the proportion of carbon emissions from China(including Taiwan and Hong Kong)decrease from 91%to 53%,while the contribution from Southeast Asia(from 5% to 26%),Japan and South Korea(from 2% to 19%)keep the growth trends.In the optimal scenario(B3C3),net zero emissions of cross-border aviation in Macao can be not achieved,and there is still only by removing 0.3 million tons CO_(2)eq.Emission reduction technology and new energy usage are priorities for the aviation emission reduction. 展开更多
关键词 International flight Cross-border aviation Carbon emissions Scenario analysis Covid-19 Net-zero emissions
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Effects of dynamical spanwise retraction and stretch on flapping-wing forward flights 被引量:1
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作者 Kang LIU Bifeng SONG +3 位作者 Ang CHEN Zhihe WANG Dong XUE Wenqing YANG 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2024年第4期181-202,共22页
Birds and bats retract and stretch their wings dynamically during each flap in level flights, implying intriguing mechanisms for the aerodynamic performance improvement of flapping wings. A numerical investigation int... Birds and bats retract and stretch their wings dynamically during each flap in level flights, implying intriguing mechanisms for the aerodynamic performance improvement of flapping wings. A numerical investigation into the aerodynamic effects of such bio-inspired concept in forward flights has been performed based on a three-dimensional wing in plunging motion and a twosection wing in flapping motion. The currently considered Reynolds number and Strouhal number are Re=1.5×10^(5) and St=0.3, respectively. During the research, the mean angle of attack is varied in relatively wide ranges to achieve lift-thrust interconversion for the wings. The conclusive results show that dynamical spanwise retraction and stretch has induced three absolutely desirable scenarios for the oscillating wings in forward flights, namely producing more lift and consuming less power for a given thrust generation, producing more thrust and consuming less power for a given lift generation, and producing more lift and more thrust while consuming less power. Furthermore,the morphing wings have alleviated periodical aerodynamic load fluctuations compared with the non-morphing baseline. The mechanism of the aerodynamic effects of the bionic morphing mode is analyzed with the aid of field visualization. The current article is the first to reveal the absolute advantages of the bionic spanwise morphing. Hopefully, it may help comprehend the behaviors of natural fliers and provide inspirations for performance enhancement of micro artificial flappingwing vehicles. 展开更多
关键词 Flapping wing Morphing wing BIONIC AERODYNAMICS VORTEX Flight
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Effect of Serial PMSs on Operational Benefits of Arrival Flights
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作者 XU Can WANG Xunuo +1 位作者 TIAN Yong WANG Zhan 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2022年第S01期73-81,共9页
In order to alleviate the flight congestion in terminal areas(TMAs),it is of great significance to develop an effective method.An arrival sequencing model based on the serial point merge systems(PMSs)is constructed to... In order to alleviate the flight congestion in terminal areas(TMAs),it is of great significance to develop an effective method.An arrival sequencing model based on the serial point merge systems(PMSs)is constructed to improve the operational benefits of arrival flights.The approach of first come first service(FCFS)combined with the method of constraint position shift(CPS)is used as the sequencing strategy.Through the simulated annealing algorithm,the results show that the arrival flights sequencing through serial PMSs has significant advantages in reducing delays and increasing runway throughput especially in the case of high traffic loads.The proposed approach is conducive in promoting the implementation and application of serial PMS. 展开更多
关键词 serial point merge systems(PMSs) terminal area(TMA) arrival flights operational benefits
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CES Flights Smoothly Moving Eastward
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《China's Foreign Trade》 2002年第12期40-41,共2页
At 8:30 on October 27, the first international flight from Shanghai to Singapore MU576 took off at Pudong Airport. Thus,all international flights and those to Hong Kong and Macao were all moved to Pudong Airport. Besi... At 8:30 on October 27, the first international flight from Shanghai to Singapore MU576 took off at Pudong Airport. Thus,all international flights and those to Hong Kong and Macao were all moved to Pudong Airport. Besides internationalflights and Hong Kong and Macao flights, the eastward moving also cover some domestic flights, namely flights fromSanya, Haikou, Guangzhou, Shenzhen, Zhuhai, Qingdao, Yantai, Weihai, Weifang and so on in Northwest China, Mid-South China,and East China to Shanghai. After the eastward moving, the flight distribution at two airports in Shanghai changed greatly. 展开更多
关键词 CES flights Smoothly Moving Eastward In OVER
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Lévy Flights, 1/<i>f </i>Noise and Self Organized Criticality
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作者 Oliver López Corona Pablo Padilla +2 位作者 Oscar Escolero Alejandro Frank Ruben Fossion 《Journal of Modern Physics》 2013年第3期337-343,共7页
A new analysis of a previously studied traveling agent model, showed that there is a relation between the degree of homogeneity of the medium where the agents move, agent motion patterns, and the noise generated from ... A new analysis of a previously studied traveling agent model, showed that there is a relation between the degree of homogeneity of the medium where the agents move, agent motion patterns, and the noise generated from their displacements. We proved that for a particular value of homogeneity, the system self organizes in a state where the agents carry out Lévy walks and the displacement signal corresponds to 1/f noise. Using probabilistic arguments, we conjectured that 1/f noise is a fingerprint of a statistical phase transition, from randomness (disorder) to predictability (order), and that it emerges from the contextuality nature of the system which generates it. 展开更多
关键词 Lévy flights 1/f Noise SELF ORGANIZED CRITICALITY Agents Modelling Complexity
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Research on the Recovery of Irregular Flights under Uncertain Conditions
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作者 Xiangfei Meng Xiaoyu Lin +1 位作者 Hualei Zhao Jing Yang 《World Journal of Engineering and Technology》 2021年第4期755-764,共10页
<div style="text-align:justify;"> This paper mainly studies the problem of irregular flights recovery under uncertain conditions. Based on the analysis of the uncertain factors affecting the flight, ta... <div style="text-align:justify;"> This paper mainly studies the problem of irregular flights recovery under uncertain conditions. Based on the analysis of the uncertain factors affecting the flight, taking the total delay time and the total cost of flight delay as the objective function, and considering the constraints of flight plan and passenger journey, an uncertain objective programming model is constructed. Finally, taking OVS airport temporarily closed due to bad weather as an example, the results show that better quality optimization scheme can be obtained by integrating passenger recovery with narrow sense flight recovery stage and implementing integrated recovery. </div> 展开更多
关键词 Recovery of Irregular flights Uncertainty Theory Multi-Objective Programming
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LM-3A Carrier Rocket Family Achieved 100 Flights
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作者 MIAO Shanshan 《Aerospace China》 2019年第2期60-60,共1页
At 22:41 Beijing time on April 20,a LM-3B launch vehicle lifted off from the Xichang Satellite Launch Center and successfully launched the 44th satellite of the BeiDou Navigation Satellite System into its preset orbit... At 22:41 Beijing time on April 20,a LM-3B launch vehicle lifted off from the Xichang Satellite Launch Center and successfully launched the 44th satellite of the BeiDou Navigation Satellite System into its preset orbit.This was the 100th flight of the LM-3A carrier rocket family and the 302nd flight of the Long March series launch vehicle. 展开更多
关键词 CARRIER FAMILY flights
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China United Airlines Adjusts Forty Flights
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作者 Wu Yan 《China's Foreign Trade》 2000年第8期45-45,共1页
关键词 China United Airlines Adjusts Forty flights
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Bilevel Programming Model for Joint Scheduling of Arrival and Departure Flights Based on Traffic Scenario 被引量:7
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作者 JIANG Hao LIU Jixin ZHOU Wenshen 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2021年第4期671-684,共14页
In order to meet the needs of collaborative decision making,considering the different demands of air traffic control units,airlines,airports and passengers in various traffic scenarios,the joint scheduling problem of ... In order to meet the needs of collaborative decision making,considering the different demands of air traffic control units,airlines,airports and passengers in various traffic scenarios,the joint scheduling problem of arrival and departure flights is studied systematically.According to the matching degree of capacity and flow,it is determined that the traffic state of arrival/departure operation in a certain period is peak or off-peak.The demands of all parties in each traffic state are analyzed,and the mathematical models of arrival/departure flight scheduling in each traffic state are established.Aiming at the four kinds of joint operation traffic scenarios of arrival and departure,the corresponding bi-level programming models for joint scheduling of arrival and departure flights are established,respectively,and the elitism genetic algorithm is designed to solve the models.The results show that:Compared with the first-come-firstserved method,in the scenarios of arrival peak&departure off-peak and arrival peak&departure peak,the departure flight equilibrium satisfaction is improved,and the runway occupation time of departure flight flow is reduced by 38.8%.In the scenarios of arrival off-peak&departure off-peak and departure peak&arrival off-peak,the arrival flight equilibrium delay time is significantly reduced,the departure flight equilibrium satisfaction is improved by 77.6%,and the runway occupation time of departure flight flow is reduced by 46.6%.Compared with other four kinds of strategies,the optimal scheduling method can better balance fairness and efficiency,so the scheduling results are more reasonable. 展开更多
关键词 air traffic management arrival and departure flight scheduling bi-level programming departure flight equilibrium satisfaction arrival flight equilibrium delay time
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Optimal deployment schedule of an active twist rotor for performance enhancement and vibration reduction in high-speed flights 被引量:3
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作者 Young H.YOU Sung N.JUNG Chang J.KIM 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2017年第4期1427-1440,共14页
The best active twist schedules exploiting various waveform types are sought taking advantage of the global search algorithm for the reduction of hub vibration and/or power required of a rotor in high-speed conditions... The best active twist schedules exploiting various waveform types are sought taking advantage of the global search algorithm for the reduction of hub vibration and/or power required of a rotor in high-speed conditions. The active twist schedules include two non-harmonic inputs formed based on segmented step functions as well as the simple harmonic waveform input. An advanced Particle Swarm assisted Genetic Algorithm(PSGA) is employed for the optimizer. A rotorcraft Computational Structural Dynamics(CSD) code CAMRAD II is used to perform the rotor aeromechanics analysis. A Computation Fluid Dynamics(CFD) code is coupled with CSD for verification and some physical insights. The PSGA optimization results are verified against the parameter sweep study performed using the harmonic actuation. The optimum twist schedules according to the performance and/or vibration reduction strategy are obtained and their optimization gains are compared between the actuation cases. A two-phase non-harmonic actuation schedule demonstrates the best outcome in decreasing the power required while a four-phase non-harmonic schedule results in the best vibration reduction as well as the simultaneous reductions in the power required and vibration. The mechanism of reduction to the performance gains is identified illustrating the section airloads, angle-of-attack distribution, and elastic twist deformation predicted by the present approaches. 展开更多
关键词 Active twist High-speed flight Hub vibration Non-harmonic Power required
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第二代FlightSense的ToF激光测距的工程设计考量 被引量:3
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作者 迎九 《电子产品世界》 2016年第9期21-24,共4页
ToF激光测距的精准度更高,可用于手机、控制面板和家庭服务机器人等。近日,ST公司推出了第二代Flight Sense,并介绍了其原理及工程设计理念。
关键词 TOF 测距 激光 FLIGHT SENSE
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Safety First,Questions Follow:China Bans Risky Power Banks on Flights
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《Beijing Review》 2025年第28期48-48,共1页
Starting June 28,passengers on Chinese domestic flights face stricter power bank regulations.The Civil Aviation Administration of China now bans power banks without valid 3C certification(China5s mandatory safety stan... Starting June 28,passengers on Chinese domestic flights face stricter power bank regulations.The Civil Aviation Administration of China now bans power banks without valid 3C certification(China5s mandatory safety standard)or those recalled for safety defects-a move triggered by rising incidents of lithium-ion battery fires and smoke emissions mid-flight. 展开更多
关键词 C certification SAFETY China li ion battery fires power banks flights power bank
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Direct Flights and Cross-city Tourism Expenditure
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作者 Yinong Wang Haiqiang Chen Mengjun Yang 《China & World Economy》 2025年第6期214-245,共32页
Cross-regional tourism expenditure can stimulate market activity and meet the increasing demand for high-quality tourism experiences.Using UnionPay offline transaction data matched with flight route information from 2... Cross-regional tourism expenditure can stimulate market activity and meet the increasing demand for high-quality tourism experiences.Using UnionPay offline transaction data matched with flight route information from 2013 to 2018 in China,this study applied a difference-in-differences model to investigate the impact of direct flights on cross-city tourism expenditure.It found that,after the opening of new routes,the cross-city tourism expenditure between city pairs increased by approximately 3.2 percent.Direct flights also increased tourism expenditure on sightseeing,lodging,catering,and shopping,with the larger effects for city pairs separated by more than 400 km.Destinations with high-quality cultural and natural assets,such as national 5A-level tourist attractions,world cultural and natural heritage sites,and national tourist resorts,tended to experience increased tourist expenditure.Direct flights also produced spillover effects on expenditure in surrounding cities,which decreased with distance,and these effects occurred mainly in hub cities and origin nonhub cities.These findings have implications for urban growth policy. 展开更多
关键词 city pair direct flights spillover effect tourism expenditure urban growth
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From Kilns to Commerce
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作者 LI YIN 《ChinAfrica》 2025年第5期48-49,共2页
Changsha has played a pioneering role in reshaping cross-continental trade and cooperation.From the 50,000 pieces of Changsha Kiln ceramics recovered from the Tang Dynasty shipwreck“Black Stone”to today’s weekly ca... Changsha has played a pioneering role in reshaping cross-continental trade and cooperation.From the 50,000 pieces of Changsha Kiln ceramics recovered from the Tang Dynasty shipwreck“Black Stone”to today’s weekly cargo flights between China and Africa,Changsha’s trade with the African continent has spanned over a thousand years.This historic cultural city is playing an increasingly vital role in China-Africa economic and trade cooperation,with a spirit of innovation and openness. 展开更多
关键词 changsha kiln ceramics kilns Black Stone shipwreck cargo flights cultural city cross continental trade Tang Dynasty China Africa cooperation
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基于不同前处理方法结合全二维气相色谱飞行时间质谱解析红星二锅头白酒的风味成分 被引量:2
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作者 于立娟 田红云 +3 位作者 单群 孟士皓 冯思雨 邹弯 《食品与发酵工业》 北大核心 2025年第8期332-340,I0021-I0047,共36页
采用顶空固相微萃取(headspace solid-phase microextraction,HS-SPME)和液液萃取(liquid-liquid extraction,LLE)结合全二维气相色谱飞行时间质谱(comprehensive two-dimensional gas chromatography time of flight mass spectrometry... 采用顶空固相微萃取(headspace solid-phase microextraction,HS-SPME)和液液萃取(liquid-liquid extraction,LLE)结合全二维气相色谱飞行时间质谱(comprehensive two-dimensional gas chromatography time of flight mass spectrometry,GC×GC-TOF-MS)以及香气活度值(odour active value,OAV),对红星二锅头白酒的挥发性成分进行全面解析。研究发现,HS-SPME、LLE分别定性出928、802种挥发性化合物,共计定性出1304种挥发性化合物,共同定性出426种挥发性化合物。基于HS-SPME数据,通过香气数据库筛选出具有香气特征的382种香气化合物,其中酯类相对百分含量占比最高,其次是醇类、酸类和醛类。计算得到了49种香气化合物OAV>1,其中酯类(辛酸乙酯、异戊酸乙酯等)和萜烯类(β-大马酮)对白酒风味的贡献最大,醛类(异戊醛、己醛等)和含硫类(二甲基三硫)其次,醇类(1-辛烯-3-醇)和含氮类(2,3,5-三甲基吡嗪)也有一定风味贡献。该研究丰富了红星二锅头白酒的风味研究,也为下一步生产研究及调控提供了理论和数据支撑。 展开更多
关键词 红星二锅头白酒 全二维气相色谱飞行时间质谱(comprehensive two-dimensional gas chromatography time of flight mass spectrometry GC×GC-TOF-MS) 挥发性化合物 顶空固相微萃取(headspace solid-phase microextraction HS-SPME) 液液萃取(liquid-liquid extraction LLE)
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Influence of the number of flights on the dilute phase ratio in flighted rotating drums by PTV measurements and DEM simulations 被引量:1
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作者 Lanyue Zhang Zhaochen Jiang +4 位作者 Jochen Mellmann Fabian Weigler Fabian Herz Andreas Bück Evangelos Tsotsas 《Particuology》 SCIE EI CAS CSCD 2021年第3期171-182,共12页
Particle distribution in the cross-section of the flighted rotating drum(FRD)is critical to the analysis of heat and mass transfer between gas and solids.In this work,the particle tracking velocimetry(PTV)method is ap... Particle distribution in the cross-section of the flighted rotating drum(FRD)is critical to the analysis of heat and mass transfer between gas and solids.In this work,the particle tracking velocimetry(PTV)method is applied to study the influence of the number of flights on the particle motion in FRDs.The drum,installed with 1,4,8,or 12 rectangular flights,is filled with plastic balls to 15%and operated at various rotating speeds ranging from 10 rpm to 30 rpm.The results show that the number of flights has different effects on the holdup ratio and cascading rate of single flight and active flights.With 8 and 12 flights,the FRD produces a larger and more stable particle ratio of the dilute phase.Moreover,DEM simulations agree with PTV measurements,whereas literature models show significant deviations. 展开更多
关键词 Flighted rotating drum Number of flights Dilute phase PTV DEM
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Safe flight corridor constrained sequential convex programming for efficient trajectory generation of fixed-wing UAVs 被引量:2
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作者 Jing SUN Guangtong XU +2 位作者 Zhu WANG Teng LONG Jingliang SUN 《Chinese Journal of Aeronautics》 2025年第1期537-550,共14页
Generating dynamically feasible trajectory for fixed-wing Unmanned Aerial Vehicles(UAVs)in dense obstacle environments remains computationally intractable.This paper proposes a Safe Flight Corridor constrained Sequent... Generating dynamically feasible trajectory for fixed-wing Unmanned Aerial Vehicles(UAVs)in dense obstacle environments remains computationally intractable.This paper proposes a Safe Flight Corridor constrained Sequential Convex Programming(SFC-SCP)to improve the computation efficiency and reliability of trajectory generation.SFC-SCP combines the front-end convex polyhedron SFC construction and back-end SCP-based trajectory optimization.A Sparse A^(*)Search(SAS)driven SFC construction method is designed to efficiently generate polyhedron SFC according to the geometric relation among obstacles and collision-free waypoints.Via transforming the nonconvex obstacle-avoidance constraints to linear inequality constraints,SFC can mitigate infeasibility of trajectory planning and reduce computation complexity.Then,SCP casts the nonlinear trajectory optimization subject to SFC into convex programming subproblems to decrease the problem complexity.In addition,a convex optimizer based on interior point method is customized,where the search direction is calculated via successive elimination to further improve efficiency.Simulation experiments on dense obstacle scenarios show that SFC-SCP can generate dynamically feasible safe trajectory rapidly.Comparative studies with state-of-the-art SCP-based methods demonstrate the efficiency and reliability merits of SFC-SCP.Besides,the customized convex optimizer outperforms off-the-shelf optimizers in terms of computation time. 展开更多
关键词 Fixed-wing unmanned aerial vehicle Efficient trajectory planning Safe flight corridor Sequential convex programming Customized convex optimizer
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An in-Pixel Histogramming TDC Based on Octonary Search and 4-Tap Phase Detection for SPAD-Based Flash LiDAR Sensor
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作者 HE Wenjie NIE Kaiming WU Haoran 《传感技术学报》 北大核心 2025年第9期1547-1558,共12页
An in-pixel histogramming time-to-digital converter(hTDC)based on octonary search and 4-tap phase detection is presented,aiming to improve frame rate while ensuring high precicion.The proposed hTDC is a 12-bit two-ste... An in-pixel histogramming time-to-digital converter(hTDC)based on octonary search and 4-tap phase detection is presented,aiming to improve frame rate while ensuring high precicion.The proposed hTDC is a 12-bit two-step converter consisting of a 6-bit coarse quantization and a 6-bit fine quantization,which supports a time resolution of 120 ps and multiphoton counting up to 2 GHz without a GHz reference frequency.The proposed hTDC is designed in 0.11μm CMOS process with an area consumption of 6900μm^(2).The data from a behavioral-level model is imported into the designed hTDC circuit for simulation verification.The post-simulation results show that the proposed hTDC achieves 0.8%depth precision in 9 m range for short-range system design specifications and 0.2%depth precision in 48 m range for long-range system design specifications.Under 30×10^(3) lux background light conditions,the proposed hTDC can be used for SPAD-based flash LiDAR sensor to achieve a frame rate to 40 fps with 200 ps resolution in 9 m range. 展开更多
关键词 LiDAR sensor histogramming time-to-digital converter hybrid time of flight octonary search 4-tap phase detection
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Research on variable-speed scanning method for airborne area-array whiskbroom imaging system based on vertical flight path correction
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作者 JIN Jia-Rong HAN Gui-Cheng +2 位作者 ANG Chong-Ru WU Ren-Fei WANG Yue-Ming 《红外与毫米波学报》 北大核心 2025年第4期511-519,共9页
Airborne area-array whisk-broom imaging systems typically adopt constant-speed scanning schemes.For large-inertia scanning systems,constant-speed scanning requires substantial time to complete the reversal motion,redu... Airborne area-array whisk-broom imaging systems typically adopt constant-speed scanning schemes.For large-inertia scanning systems,constant-speed scanning requires substantial time to complete the reversal motion,reducing the system's adaptability to high-speed reversal scanning and decreasing scanning efficiency.This study proposes a novel sinusoidal variable-speed roll scanning strategy,which reduces abrupt changes in speed and acceleration,minimizing time loss during reversals.Based on the forward image motion compensation strategy in the pitch direction,we establish a line-of-sight(LOS)position calculation model with vertical flight path correction(VFPC),ensuring that the central LOS of the scanned image remains stable on the same horizontal line,facilitating accurate image stitching in whisk-broom imaging.Through theoretical analysis and simulation experiments,the proposed method improves the scanning efficiency by approximately 18.6%at a 90o whiskbroom imaging angle under the same speed height ratio conditions.The new VFPC method enables wide-field,high-resolution imaging,achieving single-line LOS horizontal stability with an accuracy of better than O.4 mrad.The research is of great significance to promote the further development of airborne area-array whisk-broom imaging technology toward wider fields of view,higher speed height ratios,and greater scanning efficiency. 展开更多
关键词 airborne remote sensing whisk-broom imaging image motion vertical flight path correction(VFPC) line-of-sight(LOS)stabilization
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求解带约束优化问题的混合式多策略萤火虫算法 被引量:1
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作者 吕莉 潘宁康 +2 位作者 肖人彬 王晖 谭德坤 《控制与决策》 EI CSCD 北大核心 2024年第8期2551-2559,共9页
目前多目标优化算法主要针对如何处理多个目标之间的冲突,对于如何处理约束考虑较少,鉴于此,提出一种求解带约束优化问题的混合式多策略萤火虫算法(HMSFA-PC).首先,提出一种改进的动态罚函数策略对约束优化问题进行预处理,将其转换为非... 目前多目标优化算法主要针对如何处理多个目标之间的冲突,对于如何处理约束考虑较少,鉴于此,提出一种求解带约束优化问题的混合式多策略萤火虫算法(HMSFA-PC).首先,提出一种改进的动态罚函数策略对约束优化问题进行预处理,将其转换为非约束优化问题;其次,对萤火虫算法本身进行改进,采用Lévy flights搜索机制有效地增大搜索范围;接着,引入随机扩张因子改进算法吸引模型,使种群突破束缚,有效避免早熟收敛,提出自适应维度重组机制,根据不同迭代时期选择差异性较大的个体进行信息交互、相互学习.为检验算法处理无约束优化问题的性能,将其在基准测试函数上与部分典型算法进行比较;为检验算法处理约束优化问题的性能,将其在实际约束测试问题中与一些顶尖约束求解算法进行比较.结果表明,HMSFA-PC在处理无约束优化问题时具有收敛速度快、收敛精度高等优势,并且在动态罚函数的协作下求解实际约束优化问题时仍具有良好的优化性能. 展开更多
关键词 萤火虫算法 约束多目标优化 动态罚函数法 Lévy flights 随机扩张因子 自适应维度重组
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