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Hypersonic Flight Vehicles Anti-Saturation Control With Flexible Prescribed Constraints 基于柔性约束的高超声速飞行器抗饱和控制
IF 2.1 Pub Date : 2025-02-27 DOI: 10.1109/JMASS.2025.3546463
Ruining Luo;Guangjun He;Tao Zhang
This study explores an anti-saturation backstepping controller with flexible predefined performance for hypersonic flight vehicles (HFVs) operating under actuator limit constraints and lumped disturbances. To address the challenge of actuator saturation, a bounded anti-saturation compensation system is developed. This system aims to compensate for the original system error, thereby ensuring stability even at saturation conditions. Leveraging the state information from the anti-saturation compensation system, an appointed-time flexible prescribed performance control (FPPC) scheme is formulated. This approach effectively overcomes the fragility issues commonly associated with traditional PPC methods in saturation scenarios. Additionally, disturbance estimators and first-order filters are utilized to estimate disturbances and perform differential observations during the controller design process. By implementing this strategy, a tracking control mechanism that robustly handles actuator saturation and model uncertainties while maintaining excellent steady-state accuracy and transient quality can be achieved. The efficacy of the proposed method is demonstrated through numerical simulations.
针对高超声速飞行器在执行器极限约束和集总扰动下的工作,研究了一种具有柔性预定义性能的抗饱和反步控制器。针对执行器饱和问题,提出了一种有界抗饱和补偿系统。该系统旨在补偿原始系统误差,从而确保在饱和条件下的稳定性。利用抗饱和补偿系统的状态信息,提出了一种定时柔性规定性能控制(FPPC)方案。这种方法有效地克服了饱和情况下传统PPC方法的脆弱性问题。此外,在控制器设计过程中,干扰估计器和一阶滤波器被用来估计干扰并执行微分观测。通过实施该策略,可以实现一种跟踪控制机制,该机制可以鲁棒地处理执行器饱和和模型不确定性,同时保持优异的稳态精度和瞬态质量。通过数值仿真验证了该方法的有效性。
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引用次数: 0
The Journal of Miniaturized Air and Space Systems 小型化航空航天系统杂志
Pub Date : 2025-02-24 DOI: 10.1109/JMASS.2025.3539903
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引用次数: 0
GeologyObserver-1: A Dual-Frequency Photon-Counting LiDAR UAV Detection System for 3-D Land and Water Mapping 地质观测者-1:用于三维陆地和水域测绘的双频光子计数激光雷达无人机探测系统
IF 2.1 Pub Date : 2025-02-20 DOI: 10.1109/JMASS.2025.3541783
Lin Wu;Yifu Chen;Yuan Le;Dongfang Zhang;Xiaohan Zhang;Lizhe Wang
Photon-counting LiDAR systems are an efficient method for nearshore bathymetry and topographic mapping. Current single-photon LiDAR systems predominantly utilize lasers with wavelengths of 1550 or 532 nm and typically have a repetition rate of less than 100 kHz, which fails to meet the integrated marine and terrestrial detection needs of remote sensing. Addressing these limitations, this study has developed a novel dual-frequency photon-counting LiDAR system that incorporates a miniaturized high-repetition-rate blue-green laser, a wide dynamic range highly sensitive photon-resolvable detector, and an embedded real-time photon data high-speed sampling and storage mechanism. This system achieves high-repetition-rate laser pulses of 1000 kHz and energy detection ranging from pico-watts to micro-watts. The bathymetric capabilities are improved to 2.5 times the Secchi disk depth, with bathymetric accuracy better than 0.2 m, ranging accuracy better than 0.1 m, and horizontal positioning accuracy better than 0.5 m. Moreover, weighing less than 8 kg, it is compatible with mainstream airborne platforms, significantly enhancing the integrated marine and terrestrial detection capabilities of remote sensing.
光子计数激光雷达系统是近岸测深和地形测绘的有效方法。目前的单光子激光雷达系统主要利用波长为1550或532 nm的激光,通常重复频率低于100 kHz,无法满足遥感的海洋和陆地综合探测需求。针对这些限制,本研究开发了一种新型双频光子计数激光雷达系统,该系统集成了小型化的高重复率蓝绿激光器,宽动态范围高灵敏度光子可分辨探测器,以及嵌入式实时光子数据高速采样和存储机制。该系统实现了1000千赫的高重复率激光脉冲和从皮瓦到微瓦的能量检测。测深能力提高到塞奇盘深度的2.5倍,测深精度优于0.2 m,测距精度优于0.1 m,水平定位精度优于0.5 m。此外,它的重量不到8公斤,与主流机载平台兼容,显著增强了遥感的海洋和陆地综合探测能力。
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引用次数: 0
Joint Local Contrast and First-Order Directional Derivative Methods for Detecting Infrared Small Targets in Complex Backgrounds 复杂背景下红外小目标的局部对比和一阶方向导数联合检测方法
IF 2.1 Pub Date : 2025-02-19 DOI: 10.1109/JMASS.2025.3543735
Hanjia Zheng;Xiaofeng Zong
Infrared target detection technology is one of the most key technologies of current detection systems, which is not only applied to automatic navigation, security protection, and surveillance devices in daily life but also widely used in the military. However, due to the influence of complex background, the infrared detection system is often difficult to achieve accurate and fast detection of small targets, so the current small target detection methods still need to be improved. In this article, an effective algorithm is proposed by complementally combining local contrast and first-order directional derivative (FODD) algorithms, incorporating human visual characteristics for enhancement. Then according to the different characteristics of the background and small targets in infrared images, for the problem of excessive redundant information in infrared weak small target images, the high real-time and low leakage rate of local contrast method is used to find out the information-rich suspicious blocks, and then the low false alarm rate of FODD is used to find out the targets in the suspicious area. Through a lot number of experiments, and comparing with a variety of other algorithms. The results show that the detection algorithm proposed in this article is significantly better than other algorithms in terms of low false alarm rate and can maintain good real-time performance.
红外目标探测技术是当前探测系统中最关键的技术之一,不仅应用于日常生活中的自动导航、安全防护、监视设备中,而且在军事上也有广泛的应用。然而,由于复杂背景的影响,红外探测系统往往难以实现对小目标的准确、快速检测,因此目前的小目标检测方法仍有待改进。本文将局部对比度与一阶方向导数(FODD)算法互补结合,结合人类视觉特征进行增强,提出了一种有效的算法。然后根据红外图像中背景和小目标的不同特点,针对红外弱小目标图像中信息冗余过多的问题,采用高实时性、低漏率的局部对比方法找出信息丰富的可疑块,再利用FODD的低虚警率找出可疑区域内的目标。通过大量的实验,并与其他多种算法进行了比较。结果表明,本文提出的检测算法在低虚警率方面明显优于其他算法,并能保持良好的实时性。
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引用次数: 0
Transformer-Based Semantic Segmentation for Flood Region Recognition in SAR Images 基于变换语义分割的SAR图像洪水区域识别
IF 2.1 Pub Date : 2025-02-14 DOI: 10.1109/JMASS.2025.3542124
Lifan Zhou;Xuanyu Zhou;Huanghao Feng;Wei Liu;Hao Liu
Monitoring and evaluating floods is crucial for geographic information systems (GISs). The low backscattering coefficient of flood surfaces makes them appear darker in synthetic aperture radar (SAR) images, which is advantageous for flood segmentation. In recent years, with the advancement of deep learning, semantic segmentation of flood regions in SAR images using convolutional neural networks (CNNs) has become a focal point in earth observation tasks. However, challenges, such as the similarity between the texture and shape of flood regions and the background in SAR images, the segmentation discontinuity at flood edges, the loss of information on small water bodies, and the variability of flood regions in different scales and morphologies, remain inadequately addressed. To tackle these issues, we propose a transformer model based on an encoder–decoder architecture for precise segmentation of flooded areas in SAR images. First, we utilize the mix transformer as the model’s encoder to compensate for CNNs’ limitations in global modeling, enhancing the discrimination of similar features in the image. Second, we introduce a noise filtering module (NFM) to filter redundant semantic information within low-level feature maps during the feature fusion process, thereby mitigating segmentation discontinuities at flood edges and the loss of small water body information. Finally, we design a multiscale depth-wise convolution module (MDCM) to boost the network’s multiscale feature representation capability, addressing issues arising from flood scale variability. Experimental results demonstrate that our method surpasses other mainstream approaches on the Sen1Floods11 dataset.
监测和评估洪水对地理信息系统(gis)至关重要。洪水面低的后向散射系数使其在合成孔径雷达(SAR)图像中显得较暗,有利于洪水分割。近年来,随着深度学习技术的发展,利用卷积神经网络(cnn)对SAR图像进行洪水区域语义分割已成为对地观测任务中的一个热点。然而,诸如洪水区域的纹理和形状与SAR图像背景的相似性、洪水边缘的分割不连续、小水体信息的丢失以及洪水区域在不同尺度和形态下的可变性等挑战仍未得到充分解决。为了解决这些问题,我们提出了一种基于编码器-解码器架构的变压器模型,用于精确分割SAR图像中的洪水区域。首先,我们利用混合变压器作为模型的编码器,以弥补cnn在全局建模中的局限性,增强对图像中相似特征的识别。其次,引入噪声滤波模块(NFM),在特征融合过程中过滤低级特征映射中的冗余语义信息,从而减轻洪水边缘的分割不连续和小水体信息的丢失。最后,我们设计了一个多尺度深度卷积模块(MDCM)来提高网络的多尺度特征表示能力,解决洪水尺度变化带来的问题。实验结果表明,我们的方法在Sen1Floods11数据集上优于其他主流方法。
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引用次数: 0
Maximize the Value of Goal-Driven UAV Network Operations Based on Network Intelligence: A Comprehensive Review 基于网络智能的目标驱动无人机网络作战价值最大化研究综述
IF 2.1 Pub Date : 2025-02-07 DOI: 10.1109/JMASS.2025.3539951
Chen Qiu;Xianbin Wang;Weiming Shen
Uncrewed aerial vehicles (UAVs) have revolutionized various sectors, including remote sensing, surveillance, environmental monitoring, and disaster management. Rapid advancements in wireless communication technologies and situational awareness discovery capabilities present unprecedented opportunities to enhance the intelligence of UAV networks. This review defines UAV network intelligence as the convergence of situational awareness discovery, communication enhancement, and goal-driven intelligent decision-making. Guided by this definition, we explore the key enabling techniques for UAV network situational awareness discovery from UAV states to UAV network environments. To facilitate the awareness discovery, we investigate the integration of advancements in communication technologies, such as massive multiple-input–multiple-output, nonorthogonal multiple access, intelligent reflecting surface, and low-Earth orbit satellites. Based on the situational awareness and empowered by communication enhancement technologies, we emphasize the overall objective of UAV network intelligence: maximizing the value of goal-driven UAV network operations. This is achieved by exploring recent research efforts in three categories, including: 1) iterative optimization methods; 2) learning-based methods; and 3) heuristic methods. Finally, we discuss challenges and future research directions, contributing to the development of more resilient and adaptive UAV network solutions in increasingly complex and dynamic environments.
无人驾驶飞行器(uav)已经彻底改变了各个领域,包括遥感、监视、环境监测和灾害管理。无线通信技术和态势感知发现能力的快速发展为增强无人机网络的智能提供了前所未有的机会。本综述将无人机网络智能定义为态势感知发现、通信增强和目标驱动的智能决策的融合。在此定义的指导下,我们探索了从无人机状态到无人机网络环境的无人机网络态势感知发现的关键使能技术。为了促进感知发现,我们研究了通信技术进步的集成,如大规模多输入多输出、非正交多址、智能反射面和低地球轨道卫星。基于态势感知和通信增强技术,我们强调无人机网络智能的总体目标:实现目标驱动型无人机网络作战的价值最大化。这是通过探索三个类别的最新研究成果来实现的,包括:1)迭代优化方法;2)基于学习的方法;3)启发式方法。最后,我们讨论了挑战和未来的研究方向,有助于在日益复杂和动态的环境中开发更具弹性和自适应的无人机网络解决方案。
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引用次数: 0
Efficient FPGA-Accelerated Convolutional Neural Networks for Cloud Detection on CubeSats 基于fpga加速卷积神经网络的立方体卫星云检测
IF 2.1 Pub Date : 2025-01-23 DOI: 10.1109/JMASS.2025.3533018
Angela Cratere;M. Salim Farissi;Andrea Carbone;Marcello Asciolla;Maria Rizzi;Francesco Dell’Olio;Augusto Nascetti;Dario Spiller
We present the implementation of four FPGA-accelerated convolutional neural network (CNN) models for onboard cloud detection in resource-constrained CubeSat missions, leveraging Xilinx’s Vitis AI (VAI) framework and deep learning processing unit (DPU), a programmable engine with preimplemented, parameterizable IP cores optimized for deep neural networks, on a Zynq UltraScale+ MPSoC. This study explores both pixel-wise (Pixel-Net and Kernel-Net) and image-wise (U-Net and Patch-Net) models to benchmark tradeoffs in accuracy, latency, and model complexity. Applying channel pruning, we achieved substantial reductions in model parameters (up to 98.6%) and floating-point operations (up to 90.7%) with minimal accuracy loss. Furthermore, the VAI tool was used to quantize the models to 8-bit precision, ensuring optimized hardware performance with negligible impact on accuracy. All models retained high accuracy post-FPGA integration, with a cumulative maximum accuracy drop of only 0.6% after quantization and pruning. The image-wise Patch-Net and U-Net models demonstrated strong real-time inference capabilities, achieving frame rates per second of 57.14 and 37.45, respectively, with power consumption of around 2.5 W, surpassing state-of-the-art onboard cloud detection solutions. Our approach underscores the potential of DPU-based hardware accelerators to expand the processing capabilities of small satellites, enabling efficient and flexible onboard CNN-based applications.
我们在Zynq UltraScale+ MPSoC上实现了四个fpga加速卷积神经网络(CNN)模型,用于资源受限的CubeSat任务中的板载云检测,利用Xilinx的Vitis AI (VAI)框架和深度学习处理单元(DPU),这是一个可编程引擎,具有针对深度神经网络优化的预实现的可参数化IP核。本研究探索了像素级(Pixel-Net和Kernel-Net)和图像级(U-Net和Patch-Net)模型,以在准确性、延迟和模型复杂性方面进行基准权衡。通过通道修剪,我们实现了模型参数(高达98.6%)和浮点操作(高达90.7%)的大幅减少,同时精度损失最小。此外,使用VAI工具将模型量化到8位精度,确保优化的硬件性能,对精度的影响可以忽略不计。所有模型在fpga集成后都保持了较高的精度,量化和修剪后的累计最大精度下降仅为0.6%。图像方面的Patch-Net和U-Net模型展示了强大的实时推断能力,每秒帧率分别为57.14帧和37.45帧,功耗约为2.5 W,超过了最先进的车载云检测解决方案。我们的方法强调了基于dpu的硬件加速器扩展小卫星处理能力的潜力,使基于cnn的机载应用高效灵活。
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引用次数: 0
Highly Pure OAM Beams Using Slotted Waveguide Antenna for Various Space Applications 采用开槽波导天线的高纯度OAM波束用于各种空间应用
IF 2.1 Pub Date : 2025-01-20 DOI: 10.1109/JMASS.2025.3532076
Yuvraj B. Dhanade;Amalendu Patnaik
The unique wavefronts of the radio vortex beams carrying orbital angular momentum (OAM) make them well utilized in various space applications, e.g., local satellite-based navigation and CubeSat systems. Traditionally, these OAM beams in the radio domain are generated by uniform circular arrays (UCAs), which suffer from their complex structures mostly because of the complex feeding scheme. This article presents a slotted waveguide antenna (SWA) array for circularly polarized OAM beam generation, offering a simpler and more practical structure by eliminating the need for a complex feed network. The proposed antenna is designed using a WR-90 rectangular waveguide with slots on its broad wall and is designed for a 10-GHz resonance frequency. It achieves a high realized gain of 11.1 dBi and a narrow divergence angle of ±16° in the far-field radiation pattern. Most importantly, the generated OAM beams by the proposed SWA have a high-mode purity of 87%, which is crucial in terms of OAM generation. Moreover, the antenna characteristics are verified experimentally on a laboratory prototype that agrees well with the simulation.
携带轨道角动量(OAM)的无线电涡旋波束的独特波前使其在各种空间应用中得到很好的利用,例如本地卫星导航和立方体卫星系统。传统上,这些OAM波束是由均匀圆形阵列(uca)产生的,其结构复杂主要是由于复杂的馈电方案。本文提出了一种用于圆极化OAM波束产生的开槽波导天线(SWA)阵列,通过消除复杂馈电网络的需要,提供了一种更简单实用的结构。该天线采用宽壁带槽的WR-90矩形波导设计,谐振频率为10ghz。它在远场辐射方向图中实现了11.1 dBi的高增益和±16°的窄发散角。最重要的是,所提出的SWA产生的OAM光束具有87%的高模纯度,这对于OAM的产生至关重要。并在实验室样机上对天线特性进行了验证,与仿真结果吻合较好。
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引用次数: 0
High Figure-of-Merit Broadband Transition From Coaxial Line to Corrugated SIW for mm-Wave Applications 高品质系数宽带过渡从同轴线到瓦楞SIW毫米波应用
IF 2.1 Pub Date : 2025-01-14 DOI: 10.1109/JMASS.2025.3529713
Anil Kumar Nayak;Aijaz M. Zaidi;Anuradha Sonker;Amalendu Patnaik
A wideband, reduced loss, and high figure-of-merit (FOM) substrate integrated waveguide (SIW), termed corrugated SIW (CSIW), is introduced in this article along with the transition for this 2-D transmission line from the coaxial line for overall miniaturization of 3-D metallic waveguide-based transmission lines in space systems. By placing two longitudinal aperture-coupling feeds into the coaxial line-to-CSIW transition, high coupling near the aperture is achieved to improve the bandwidth with a low insertion loss. In addition, the corrugated via-wall concept is introduced in the traditional SIW to reduce the overall losses. A laboratory prototype of a back-to-back transition is designed, fabricated, and validated experimentally. The proposed transition achieves a measured 10-dB return loss fractional impedance bandwidth (FIBW) of 114% and a 15-dB FIBW of 107%. However, the design achieved an insertion loss of 0.29–1.02 dB in the 19.14–65-GHz frequency range. The experimental results match the simulation results well. Furthermore, the FOM is introduced for the transition for a fair comparison of its performance with the state of the art in this large frequency range. The proposed transition shows excellent performance in port insertion loss, impedance bandwidth [FIBW and absolute impedance bandwidth (AIBW)], and FOM (3299–3515), making it suitable for space applications
本文介绍了一种宽带、低损耗、高品质因数(FOM)衬底集成波导(SIW),称为波纹SIW (CSIW),并介绍了这种二维传输线从同轴线的过渡,以实现空间系统中基于三维金属波导的传输线的整体小型化。通过在同轴线到csiw的过渡中放置两个纵向孔径耦合馈线,实现了孔径附近的高耦合,以低插入损耗提高了带宽。此外,在传统的SIW中引入了波纹过孔墙的概念,以减少整体损失。背靠背跃迁的实验室原型设计、制造和实验验证。所提出的转换实现了测量的10db回波损耗分数阻抗带宽(FIBW)为114%和15db FIBW为107%。然而,该设计在19.14 - 65 ghz频率范围内实现了0.29-1.02 dB的插入损耗。实验结果与仿真结果吻合较好。此外,引入FOM用于转换,以便在此大频率范围内将其性能与最先进的性能进行公平比较。所提出的过渡在端口插入损耗、阻抗带宽[FIBW和绝对阻抗带宽(AIBW)]和FOM(3299-3515)方面表现优异,适合于空间应用
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引用次数: 0
On the Analysis of Multisource Cooperative Network Assisted by UAV Relays With Co-Channel Interference 具有同信道干扰的无人机中继辅助多源协同网络分析
Pub Date : 2025-01-02 DOI: 10.1109/JMASS.2024.3519344
Haiyan Huang;Yuhao Wei;Linlin Liang;Zhisheng Yin;Nina Zhang
With the rapid growth in the number of communication devices, there is a sharp increase in the demand for quality of service in wireless networks. To meet the requirements of high stability, low latency, and high reliability in wireless communications, uncrewed aerial vehicle (UAV) communication has become a critical solution for enhancing performance of future wireless networks. Addressing the demands for fast response of communication devices and flexible coverage in complex, diverse, and flexible emerging communication scenarios, a multisource multi-UAV cooperative relay communication system with co-channel interference is studied in the presence of direct links between source nodes and destination nodes. To enhance the interference resilience for the system understudy, two receiver diversity combining techniques, namely maximum ratio combining (MRC) and selection combining (SC), are proposed to combine the signals received by the direct link and UAV link at the destination node. Based on the two-step source-relay selection protocol, optimal source node is first selected to broadcast signals to multiple UAV relays and destination nodes, and then the optimal UAV relay is selected according to the selection cooperation scheme for improving the robustness of UAV cooperative relay systems. Performance analysis of considering multisource multi-UAV cooperative communication system is conducted by providing closed-form expressions for the exact outage probability, asymptotic outage probability, and ergodic capacity. Numerical simulations are provided to validate the theoretical analysis, and the results show that the multiple user diversity gain and cooperative diversity cannot be obtained due to the presence of co-channel interference. However, the damage caused by co-channel interference to the communication system can be compensated by increasing the number of source nodes or UAV relays.
随着通信设备数量的快速增长,对无线网络服务质量的要求也急剧增加。为了满足无线通信的高稳定性、低时延和高可靠性要求,无人机通信已成为未来无线网络性能提升的关键解决方案。针对复杂、多样、灵活的新兴通信场景对通信设备快速响应和灵活覆盖的需求,研究了源节点与目的节点之间存在直接链路的多源多无人机协同中继通信系统。为了增强被研究系统的抗干扰能力,提出了两种接收机分集组合技术,即最大比值组合(MRC)和选择组合(SC),将直接链路和无人机链路接收到的信号在目的节点进行组合。基于两步源中继选择协议,首先选择最优源节点向多个无人机中继和目的节点广播信号,然后根据选择合作方案选择最优无人机中继,提高无人机协同中继系统的鲁棒性。通过给出精确中断概率、渐近中断概率和遍历容量的封闭表达式,对考虑多源多无人机协同通信系统进行了性能分析。数值仿真验证了理论分析的正确性,结果表明,由于同信道干扰的存在,无法获得多用户分集增益和合作分集。然而,同信道干扰对通信系统造成的损害可以通过增加源节点或UAV中继的数量来补偿。
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引用次数: 0
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