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2021 Seventh International Conference on Aerospace Science and Engineering (ICASE)最新文献

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ICASE 2021 Cover Page ICASE 2021封面
Pub Date : 2021-12-14 DOI: 10.1109/icase54940.2021.9904218
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引用次数: 0
Deep Learning on High Spatial and Temporal Cadence Satellite Imagery for Field Boundary Delineation 基于高时空节奏卫星图像的深度学习野外边界划分
Pub Date : 2021-12-14 DOI: 10.1109/ICASE54940.2021.9904133
Syed Roshaan Ali Shah, Obaid-ur-Rehman, Rana Ahmad Faraz Ishaq, Y. Shabbir, Ijaz Ahmad
Agriculture field boundary information is vital in crop health monitoring, food security efforts, and precision agriculture. In countries like Denmark and the Netherlands field parcel information is available whereas Pakistan lacks such datasets.Denmark field boundary data for year 2018 was selected for the training of the model. Satellite imagery of four dates was downloaded and preprocessed to capture crop dynamics on the ground. Semantic segmentation architectures were used to train the models on the imagery, and results were assessed using metrics such as Intersection over Union(IoU) and f1-scores.The results show that UNet architecture with SENet154 backbone performs better than other architecture-backbone combinations. In terms of dates of imagery, data from 27th July achieved a higher IoU score. The method of providing input mask to the model had the most impact on the metrics and resulted in a 35% increase in IoU. Temporal stacking of multi-date satellite imagery proved to be an effective way of increasing information content for boundary delineation and improved the IoU by 6.5% in comparison to a single-date model. The final temporal stacked model had an IoU score of around 0.72.The trained model was able to delineate boundaries and showed good results in comparison to the available ground truth. The results of transfer learning to new areas suggest that there is potential in using such techniques, but further factors need to be considered to improve the metrics.
农田边界信息对作物健康监测、粮食安全工作和精准农业至关重要。在丹麦和荷兰等国家,实地包裹信息是可用的,而巴基斯坦缺乏这样的数据集。选择丹麦2018年的田野边界数据进行模型的训练。下载了四个日期的卫星图像并进行了预处理,以捕捉地面上的作物动态。使用语义分割架构在图像上训练模型,并使用诸如交集超过联盟(IoU)和f1分数等指标评估结果。结果表明,采用SENet154骨干网的UNet架构比其他架构-骨干网组合具有更好的性能。在图像日期方面,7月27日的数据获得了更高的IoU得分。为模型提供输入掩码的方法对指标影响最大,导致IoU增加了35%。多日期卫星图像的时间叠加被证明是增加边界划分信息含量的有效方法,与单日期模型相比,IoU提高了6.5%。最终的时间堆叠模型的IoU得分约为0.72。经过训练的模型能够描绘边界,并且与可用的地面真实值相比显示出良好的结果。迁移学习到新领域的结果表明,使用这种技术是有潜力的,但需要考虑进一步的因素来改进指标。
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引用次数: 0
Developing Heat Index for Heat Wave Hazard Mapping: A Case Study of Sindh Province, Pakistan 开发热浪灾害地图的热指数:以巴基斯坦信德省为例
Pub Date : 2021-12-14 DOI: 10.1109/ICASE54940.2021.9904269
Yusha Anis, Aamir Ali
In the last decade, climate change is prominently seen with rise in occurrence and severity of heat waves, especially in the province of Sindh, Pakistan. Heat waves have claimed thousands of lives and have resulted in major financial losses over the past years. The disaster is a combination of environmental mismanagement and meteorological disturbances. With an increase in frequency of heat wave events recorded in last five years, it is imminent that more losses are expected to occur. It is integral to develop heat wave identification techniques, monitor occurrence events, develop probabilistic models, and formulate risk reduction plans accordingly. This paper is an attempt to map occurrences and assess the impact severity of heat waves in the province of Sindh. Satellite derived daily temperature and humidity records are used to develop a historic database as input in the model. Moreover, it aims at defining a threshold to develop a Heat Index for the region. The index is to be used for defining the discomfort level experienced by people at different heat wave intensities. The study incorporates this heat index to map heat wave hazard, over period from 2000–2019. Several heat wave records are obtained through the algorithm and combined to develop a heat wave hazard map. The study would be beneficial for disaster management agencies and planning departments in coping with the future heat wave hazards and risk reduction.
在过去十年中,气候变化明显,热浪的发生和严重程度都有所增加,尤其是在巴基斯坦的信德省。在过去的几年里,热浪夺去了数千人的生命,并造成了重大的经济损失。这场灾难是环境管理不善和气象干扰的结合。随着近5年来热浪事件的频繁发生,预计更多的损失将迫在眉睫。开发热浪识别技术,监测发生事件,开发概率模型,并制定相应的风险降低计划是不可或缺的。本文试图绘制信德省热浪的发生情况并评估其影响程度。卫星获得的每日温度和湿度记录被用来建立一个历史数据库,作为模型的输入。此外,它旨在确定一个阈值,以制定该地区的热指数。该指数将用于确定人们在不同热浪强度下所经历的不适程度。该研究将该热指数纳入2000年至2019年期间的热浪危害地图。通过该算法获得多个热浪记录,并将其组合成热浪危害图。该研究将有助于灾害管理机构和规划部门应对未来的热浪灾害和降低风险。
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引用次数: 0
Blockchain Based RFID Prototype For Medicine Traceability along the Healthcare Supply Chain 基于区块链的医疗供应链药品可追溯性RFID原型
Pub Date : 2021-12-14 DOI: 10.1109/ICASE54940.2021.9904249
Afaq Ahmed, Areeb Aamir, Tabish Raza, Muhammad H.D. Khan
Healthcare supply chain refers to the process of procurement and distribution of medicines and other healthcare products as they move from the manufacturing plant to the patient. This is a very complex and distributed process that comes with a set of challenges like scalability, synchronization and trust between the involved parties. The increase in adoption of Radio-frequency Identification (RFID) based systems in the healthcare supply chain shows that RFID technology is a very promising technique for traceability, identification and communication. However, these RFID systems still face issues of privacy and security which need to be addressed to get their full benefit. In this research work, we have integrated RFID systems belonging to the Healthcare supply chain with secure decentralized storage such as Blockchain. Blockchains provides a secure and transparent decentralized mechanism that is used to keep track of all transactions. It offers a new kind of implementation focused on trust, transparency, and accountability. Information about the RFID enabled medicines and other Healthcare products can be added to our proposed framework via a blockchain-based decentralized application (Dapp). The proposed system is based on an Ethereum node, and this information can be stored in a Blockchain using multi-stage interfaces provided by the Smart Contract. Our proposed system has been deployed both on an offline and online environment, and it offers many advantages like monitoring and tracing of medicine through the Blockchain network, determining if the medicine is genuine or counterfeit, and reducing the number of counterfeit and unapproved medicine entering the Healthcare system. Based on simulation results, the proposed framework successfully provides the needed security and privacy required for the healthcare supply chain.
医疗保健供应链是指药品和其他医疗保健产品从制造工厂到患者手中的采购和分销过程。这是一个非常复杂和分布式的过程,伴随着一系列挑战,如可伸缩性、同步和相关方之间的信任。医疗保健供应链中基于射频识别(RFID)系统的采用越来越多,这表明RFID技术是一种非常有前途的可追溯性、识别和通信技术。然而,这些RFID系统仍然面临隐私和安全问题,需要解决这些问题才能充分发挥其优势。在这项研究工作中,我们将属于医疗保健供应链的RFID系统与安全分散存储(如区块链)集成在一起。区块链提供了一种安全透明的去中心化机制,用于跟踪所有交易。它提供了一种以信任、透明度和问责制为重点的新型实施方式。有关支持RFID的药品和其他医疗保健产品的信息可以通过基于区块链的分散应用程序(Dapp)添加到我们提出的框架中。提议的系统基于以太坊节点,这些信息可以使用智能合约提供的多阶段接口存储在区块链中。我们提出的系统已经部署在离线和在线环境中,它提供了许多优点,如通过区块链网络监测和跟踪药物,确定药物是真假,减少进入医疗保健系统的假药和未经批准的药物的数量。根据仿真结果,所提出的框架成功地为医疗保健供应链提供了所需的安全性和隐私性。
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引用次数: 0
The Spectral Parameters of Gamma-Ray Blazars 伽玛射线耀变体的光谱参数
Pub Date : 2021-12-14 DOI: 10.1109/ICASE54940.2021.9904234
Muhammad S. Anjum, L. Chen, M. Gu
The blazars are the brightest astrophysical objects in the extragalactic gamma-ray sky and divided into two main classes, Flat Spectrum Radio Quasars (FSRQs) and BL Lac objects (BLs). Blazars emit radiation via non-thermal processes including synchrotron and inverse Compton (IC), and their multiband spectra are peaked and highly curved. We find that FSRQs show higher curvature than BLs, that might be due to complex radiation mechanisms. We investigate the relationship between spectral parameters of BLs to investigate the signatures of particle acceleration and cooling in plasma jets of blazars. The synchrotron peak frequency of BLs is correlated with the spectral curvature, that is a signature of stochastic particle acceleration. The synchrotron peak frequency also shows an inverse correlation with gamma-ray luminosity and the Compton dominance, that is a signature of blazar sequence. We, therefore, suggest that the synchrotron peak frequency in BLs is dominated by radiative cooling and arises due to a cooling break, whereas the curvature might arise due to a stochastic particle acceleration mechanism.
blazars是河外伽玛射线天空中最亮的天体,分为两大类:平谱射电类星体(FSRQs)和BL Lac天体(BLs)。blazar通过非热过程发射辐射,包括同步加速器和逆康普顿(IC),它们的多波段光谱是峰值和高度弯曲的。我们发现fsrq比BLs具有更高的曲率,这可能是由于复杂的辐射机制。我们研究了BLs光谱参数之间的关系,以研究耀变体等离子体射流中粒子加速和冷却的特征。BLs的同步加速器峰值频率与谱曲率相关,这是随机粒子加速的标志。同步加速器峰值频率也与伽马射线亮度和康普顿优势呈负相关,这是耀变体序列的标志。因此,我们认为BLs中的同步加速器峰值频率由辐射冷却主导,并由冷却中断引起,而曲率可能由随机粒子加速机制引起。
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引用次数: 0
PanAir Study of Variation in Canard Location and Dihedral on Lift Characteristics of a Close-Coupled Wing-Canard Configuration 鸭翼位置和二面体变化对紧密耦合翼-鸭翼结构升力特性的影响研究
Pub Date : 2021-12-14 DOI: 10.1109/ICASE54940.2021.9904264
Faiza Sajjad, Muhammad Ihtisham Babar, Muneeb Ahsan
In this article, a higher-order panel code is used to study the effects of the vertical and horizontal location of the canard as well as its dihedral on the lift of a closely-coupled wing-canard configuration. PanAir is a higher-order potential code which solves Prandtl-Glauert equation in subsonic and supersonic regimes by distributing source and doublet singularities over a finite number of panels of a geometry. The available panel code is the pilot version of PanAir, which is capable of evaluating aerodynamic coefficients for complex geometries. Being a potential flow code, PanAir does not take into account the viscous aspect of the flow but gives quick and reasonable results for arbitrary configurations. To investigate the effect of location of canard, three horizontal and vertical positions are considered based on the maximum thickness of canard. Later, the effect of dihedral is studied using one value of canard dihedral and a corresponding value of anhedral. It is concluded that the addition of a canard in plane of the wing decreases the lift while moving it towards the wing increases the lift. Shifting the canard above the wing plane also adds to the lift of the aircraft. The effect of dihedral and anhedral on lift is highly dependent on the vertical and horizontal location of canard.
本文采用高阶面板程序研究了鸭翼的垂直、水平位置及其二面体对紧密耦合翼-鸭翼结构升力的影响。PanAir是一种高阶势码,它通过在有限数量的几何平面上分布源和重偶奇点来求解亚音速和超音速状态下的Prandtl-Glauert方程。可用的面板代码是PanAir的试点版本,它能够评估复杂几何形状的空气动力学系数。作为一种势流代码,PanAir没有考虑流的粘性方面,而是对任意配置给出快速合理的结果。为了研究鸭翼位置的影响,在鸭翼最大厚度的基础上考虑了三个水平和垂直位置。在此基础上,利用鸭式二面体的一个值和鸭式二面体的一个对应值研究了二面体的影响。结果表明,在机翼平面上增加鸭翼会降低升力,而将鸭翼移向机翼会增加升力。将鸭翼移到机翼上方也增加了飞机的升力。鸭翼的垂直和水平位置对二面体和四面体升力的影响很大。
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引用次数: 0
Review on Advance Seaplane Conceptual Design Adapting Trimaran Boat Hull Concept 基于三体船体概念的先进水上飞机概念设计综述
Pub Date : 2021-12-14 DOI: 10.1109/ICASE54940.2021.9904292
Tech Hamza Ahmad Malik, Khurram Baig, Khizar Ahmad Baqai, Ilyas Mehmood Qureshi, Shoaib Randhawa, Wajeeh Hassan
The decline in the research of seaplanes started after 1950, when the focus shifted towards improving the infrastructure of land-based aircrafts. Existing designs with minor improvements are being used since then. The goal is to critically discuss the parameters one by one based on which a specific design configuration of a seaplane is evaluated in this paper. Trimaran based configuration is based on a blend of float plane and flying boat. It has lower aerodynamic drag once airborne. The hydrostatic stability is achieved by the restoring moment generated by the interaction between cg and mc height. They have superior stability achieved by the restoring moment generated by the interaction between center of gravity and meta center height.
1950年后,水上飞机的研究开始下降,当时的重点转向了改善陆基飞机的基础设施。从那时起,现有的设计经过了微小的改进。本文的目标是对一个接一个的参数进行批判性的讨论,在此基础上对水上飞机的特定设计配置进行评估。基于三体船的配置是基于浮动飞机和飞艇的混合。一旦升空,它具有更低的空气动力阻力。流体静力稳定性是由重心高度和重心高度相互作用产生的恢复力矩来实现的。它们通过重心与元中心高度相互作用产生的恢复力矩实现了优越的稳定性。
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引用次数: 0
Investigation of Ionospheric Scintillation using BeiDou during Geomagnetic and Non-geomagnetic Storm Conditions Over Pakistan 利用北斗对巴基斯坦地磁和非地磁风暴条件下电离层闪烁的研究
Pub Date : 2021-12-14 DOI: 10.1109/ICASE54940.2021.9904148
Hina Magsi, A. Hussain, Arslan Ahmed, Sonia, F. Chachar, Faiza
The amplitude and phase of the trans-ionospheric radio frequency (RF) signals can be influenced by the existence of electron density irregularities in the ionosphere. These irregularities may give rise to ionospheric scintillation phenomena which is characterized by rapid amplitude and phase variations in the received signals. The occurrence and severity of ionospheric scintillation is highly dependent on the geomagnetic storm, solar activity, time of the day and geographic location of the receiver and thus, poses a significant threat to the availability and accuracy of satellite-based navigation systems. This paper presents a detailed study on ionospheric scintillation using the Chinese BeiDou navigation system at the verge of low and mid latitude (Sukkur, Pakistan: Latitude 27.73° N, Longitude 68.82° 8 E). The variations and occurrence patterns of scintillation are studied in detail using BeiDou raw data for the year 2020. The diurnal, monthly, and seasonal variations were investigated during geomagnetic quiet and disturbed days. The result of this study shows that amplitude scintillation is most probable to arise at this region (Pakistan) as compared to phase scintillation. The detailed analysis of scintillation occurrence patterns indicates that scintillation is found to be more active in winter season with maximum scintillation events (S4 > 0.3) in the month of March. This initial study on occurrences of scintillation over Pakistan can be beneficial for better understanding the scintillation trends over Pakistan and can pave the way for conducting long term studies.
电离层中电子密度不规则性的存在会影响跨电离层射频(RF)信号的振幅和相位。这些不规则性可能引起电离层闪烁现象,其特征是接收信号的振幅和相位迅速变化。电离层闪烁的发生和严重程度高度依赖于地磁风暴、太阳活动、一天中的时间和接收器的地理位置,因此对卫星导航系统的可用性和准确性构成重大威胁。本文利用中国北斗导航系统对低纬度和中纬度边缘地区(巴基斯坦苏库尔:纬27.73°N,经度68.82°8 E)的电离层闪烁进行了详细研究,并利用2020年的北斗原始数据详细研究了闪烁的变化和发生模式。研究了地磁平静日和扰动日的日、月、季变化。研究结果表明,与相位闪烁相比,振幅闪烁在该地区(巴基斯坦)最有可能出现。对闪烁发生模式的详细分析表明,闪烁在冬季更为活跃,最大闪烁事件发生在3月份(S4 > 0.3)。对巴基斯坦上空闪烁现象的初步研究有助于更好地了解巴基斯坦上空的闪烁趋势,并为进行长期研究铺平道路。
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引用次数: 1
Campus Terrain Surveying and Mapping using Low Range 2D Laser Scanners 校园地形测量和测绘使用低距离二维激光扫描仪
Pub Date : 2021-12-14 DOI: 10.1109/ICASE54940.2021.9904233
S. R. U. N. Jafri, Sheraz Shamim, Osama Khan, Syed Ahsan Raza, Hammad Zahid, Muhammad Ahmar Wadood, Talha Zia
This paper presents a vehicle based custom-made urban mobile scanning and mapping system for surveying outdoor environments. The system is equipped with multiple low-range 2D Hokuyo laser scanners mounted in different orientations in order to perceive the environment. Additionally, a global positioning system, inertial measurement unit and camera have been integrated with the system to record pose and visual information. The system has been tested inside the campus and outside the region adjacent to the campus. Comprehensive and accurate mapping results have been found and presented in the paper. Further analysis on the developed map for assessment of the road furniture like electric poles, vegetation and signboard is possible comfortably. Therefore the system can be very helpful for concerned public and private entities to do renovation, construction and extension in existing urban structures. Moreover the system is economical and faster than the available local urban surveying systems with greater efficiency.
提出了一种基于车载定制的城市户外环境移动扫描测绘系统。该系统配备了多个低距离2D Hokuyo激光扫描仪,安装在不同的方向,以便感知环境。此外,该系统还集成了全球定位系统、惯性测量单元和相机,以记录姿态和视觉信息。该系统已在校园内和校园周边区域外进行了测试。本文得到了全面、准确的制图结果。对开发的地图进行进一步分析,以评估电线杆、植被和招牌等道路家具,这是可能的。因此,该系统可以为相关的公共和私营实体对现有城市结构进行改造、建设和扩建提供非常有益的帮助。与现有的城市测量系统相比,该系统经济、快捷,效率更高。
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引用次数: 0
Design and Development of a Vivaldi Antenna Array for Airborne X-Band Applications 机载x波段维瓦尔第天线阵列的设计与开发
Pub Date : 2021-12-14 DOI: 10.1109/ICASE54940.2021.9904164
I. Mehmood, A. Qureshi, Muhammad Muaz, Channa Babar Ali
In this paper, design analysis of an X-band Vivaldi antenna array for airborne active phased array radar application has been presented. Initially, a parametric study has been conducted to find out the relationship between design characteristics of a Vivaldi antenna array and its performance. Thereafter, a single Vivaldi antenna leading to 1×8 uniform linear array was designed to achieve optimal performance before proceeding to 8×8 antenna array design. Moreover, the tuning and optimization of designed antenna array have also been performed to achieve the desired results. The transition from stripline to slotline in the feeding section was adopted to adhere to the size restrictions of airborne radar system. The designed antenna array operates in X-Band with a center frequency of 10 GHz. It comprises an array of 64-elements (8×8) and achieves a 22 dB gain. The return loss (S11) is better than −10 dB in 2 GHz bandwidth (8.55 – 10.75 GHz). With a transmitted peak power of 640 W, the Azimuth and Elevation coverage is ±60° and beamwidth is 13°. The isolation between two elements is 20 dB and Side Lobe Levels (SLL) are −30 dBc. The designed single-element Vivaldi antenna and uniform linear 1×8 elements Vivaldi array antenna have been fabricated to develop 8×8 elements antenna array. The return loss parameter and radiation patterns of all prototypes have been found in good agreement with simulation results. Rogers 5880 substrate with 1.57 mm thickness has been utilized for fabrication. The design and simulations analysis have been performed in ANSYS HFSS EM simulation platform and Gerber files have been generated through ADS for fabrication.
本文介绍了一种用于机载有源相控阵雷达的x波段维瓦尔第天线阵列的设计分析。首先,进行了参数化研究,找出了维瓦尔第天线阵列的设计特性与其性能之间的关系。然后,在进行8×8天线阵列设计之前,设计了通向1×8均匀线性阵列的单个Vivaldi天线以获得最佳性能。此外,还对所设计的天线阵列进行了调谐和优化,以达到预期的效果。为了满足机载雷达系统的尺寸限制,在进给段采用了从带状线到槽线的过渡。设计的天线阵列工作在x波段,中心频率为10ghz。它包含64个元素的阵列(8×8),实现22 dB增益。在2 GHz带宽范围内(8.55 ~ 10.75 GHz),回波损耗(S11)小于−10 dB。发射峰值功率为640 W,方位角和仰角覆盖±60°,波束宽度为13°。两个元件之间的隔离度为20 dB,旁瓣电平(SLL)为−30 dBc。设计了单单元维瓦尔第天线和均匀线性1×8单元维瓦尔第阵列天线,形成了8×8单元天线阵。所有样机的回波损耗参数和辐射方向图与仿真结果吻合较好。利用厚度为1.57 mm的Rogers 5880衬底进行了制备。在ANSYS HFSS电磁仿真平台上进行了设计和仿真分析,并通过ADS生成了Gerber文件进行制作。
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引用次数: 0
期刊
2021 Seventh International Conference on Aerospace Science and Engineering (ICASE)
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