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1.
为使Wi Fi位置指纹数据库,不在定位区域Wi Fi环境发生改变时,出现位置指纹过时现象,设计一种更新算法。该算法使用用户的反馈数据,考虑了AP信号不稳定情况下AP新增与撤销的检测问题;消除了手机热点等临时AP对传统更新算法的影响;最终通过检测AP位置移动等引起的RSS改变,加速位置指纹数据库的更新。实验结果表明,在实际环境中该算法在指纹数据库的更新效率上优于传统更新算法。 相似文献
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Owing to the recent proliferation of smartphones and the SNS, a large number of images taken by smartphones at various places have been uploaded to SNSs. In addition, smartphones are equipped with various sensors such as Wi-Fi modules that enable us to generate an image associated with the sensory information that represents the context in which the image was captured. This study demonstrates the benefits of images associated with Wi-Fi signals in the automated construction of a Wi-Fi-based indoor logical location classifier that predicts a semantic location label of a user’s position for shopping complexes. In this study, a logical location class refers to the store class label in a shopping complex, such as Starbucks and H&M. Given a collection of images associated with Wi-Fi signals taken at a shopping complex and the complex’s floor plan, the proposed method first estimates the store label at which an image was taken by analyzing the image and crawled online images of branch stores. Then, the 2D coordinates of the images taken at branch stores on the floor coordinate system can be estimated using the floor plan. Subsequently, by using the Wi-Fi signals of the branch store images and their estimated 2D coordinates, we construct a transformation function that maps Wi-Fi signals onto the 2D coordinates, and we adopt this function to predict an indoor location class of an observed Wi-Fi scan from a smartphone possessed by an end user. The proposed transformation function comprises an ensemble of sub-functions designed based on CVAEs. Finally, we demonstrate the effectiveness of the proposed method for three actual shopping complexes. 相似文献
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Sohaib Manzoor Hira Manzoor Saddaf Rubab Muhammad Attique Khan Majed Alhaisoni Abdullah Alqahtani Ye Jin Kim Byoungchol Chang 《计算机、材料和连续体(英文)》2023,75(2):2347-2363
Despite the planned installation and operations of the traditional IEEE 802.11 networks, they still experience degraded performance due to the number of inefficiencies. One of the main reasons is the received signal strength indicator (RSSI) association problem, in which the user remains connected to the access point (AP) unless the RSSI becomes too weak. In this paper, we propose a multi-criterion association (WiMA) scheme based on software defined networking (SDN) in Wi-Fi networks. An association solution based on multi-criterion such as AP load, RSSI, and channel occupancy is proposed to satisfy the quality of service (QoS). SDN having an overall view of the network takes the association and reassociation decisions making the handoffs smooth in throughput performance. To implement WiMA extensive simulations runs are carried out on Mininet-NS3-Wi-Fi network simulator. The performance evaluation shows that the WiMA significantly reduces the average number of retransmissions by 5%–30% and enhances the throughput by 20%–50%, hence maintaining user fairness and accommodating more wireless devices and traffic load in the network, when compared to traditional client-driven (CD) approach and state of the art Wi-Balance approach. 相似文献
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针对Wi-Fi 6、Wi-Fi 6E(5 GHz、6 GHz)的低功耗、宽带宽等无线局域网(WLAN)设备需求,基于65 nm CMOS工艺设计了一款两级低功耗宽带低噪声放大器(LNA)。电路第一级采用结合互补共源电路的共源共栅结构,通过电感峰化技术和负反馈技术的运用,提高输入跨导,降低噪声,并拓展带宽和提高增益平坦度。第二级在共漏极缓冲器基础上引入辅助放大结构、电感峰化技术,实现抵消第一级共源管的噪声并拓展带宽。电路采用提出的前向衬底自偏置技术,以降低电路对电源电压的依赖,整体电路实现两路电流复用,从而有效降低了功耗。仿真结果表明,在5~9.3 GHz频带内LNA的S21为17.8±0.1 dB,S11小于-9 dB、S22小于-11.9 dB,噪声系数小于1.34 dB。在0.8 V电压下整体电路功耗为5.3 mW。 相似文献
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无线接入互联网和无线多媒体数据业务的市场需求推动了无线通信技术的快速发展,通信技术宽带化、IP化、移动化成为未来的发展趋势.其中具有代表性的技术就是:Wi-Fi和移动WiMAX技术.本文从市场、技术、运营的角度来分析移动WiMAX和Wi-Fi的定位,探讨二者融合的可行性并给出建议. 相似文献
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基于S3C2410嵌入式无线视频监控系统的设计 总被引:6,自引:6,他引:6
介绍了一种基于S3C2410硬件平台和嵌入式Linux操作系统的视频监控系统的总体设计方案,在嵌入式Linux平台下利用软件实现视频数据的采集、MPEG-4编码和网络传输;阐述了系统的总体结构和各部分功能特点,选择xvidcore作为本系统中视频图像压缩模块中的核心算法;采用以嵌入式Linux系统为核心,基于其良好的网络功能,通过USB摄像头实时获取视频和CDMA模块完成无线网络及Internet的接入;控制终端利用Wi-Fi无线局域网技术通过AP接入Internet,真正实现视频监控的无线化,满足无线视频监控系统的要求。 相似文献
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