MACHINE-LEARNING-BASED WIRELESS PLANNING USING ANTENNA RADIATION PATTERNS

    公开(公告)号:US20240147251A1

    公开(公告)日:2024-05-02

    申请号:US18051622

    申请日:2022-11-01

    CPC classification number: H04W16/18 H04W16/28

    Abstract: In one example, a method performed by a processing system including at least one processor includes creating a geospatial model of an environment in which a cellular network is to be deployed, transforming, for each cellular antenna of a proposed antenna layout of the cellular network, a radiation pattern of the each cellular antenna into a signal strength array, to create a plurality of signal strength arrays, augmenting, for each signal strength array of the plurality of signal strength arrays, the each signal strength array with at least one parameter of a corresponding cellular antenna of the proposed antenna layout and at least one value describing the environment in which the cellular network is to be deployed, and estimating a coverage of the proposed antenna layout based on the signal strength array, as augmented, using a machine learning model.

    GUIDED IMAGE UPSAMPLING USING BITMAP TRACING
    3.
    发明申请
    GUIDED IMAGE UPSAMPLING USING BITMAP TRACING 有权
    使用BITMAP追踪指导图像

    公开(公告)号:US20170039681A1

    公开(公告)日:2017-02-09

    申请号:US15295460

    申请日:2016-10-17

    Abstract: A method of increasing resolution of an image includes generating vector contours associated with a first image and scaling the vector contours to a second resolution. The first image has a first resolution, and the second resolution is greater than the first resolution. The vector contours are rendered to generate a guiding image at the second resolution, and a second image is generated from the first image based on the guiding image, by using joint upsampling. The second image is generated at the second resolution. The vector contours can be generated by bitmap tracing binary images at different quantization levels. An apparatus and computer readable device implementing the method of increasing the resolution of an image are also provided.

    Abstract translation: 提高图像分辨率的方法包括生成与第一图像相关联的矢量轮廓并将矢量轮廓缩放到第二分辨率。 第一个图像具有第一个分辨率,第二个分辨率大于第一个分辨率。 渲染矢量轮廓以在第二分辨率下产生引导图像,并且通过使用联合上采样,基于引导图像从第一图像生成第二图像。 第二个图像是以第二个分辨率生成的。 矢量轮廓可以通过不同量化级别的位图跟踪二进制图像生成。 还提供了实现增加图像分辨率的方法的装置和计算机可读设备。

    GUIDED IMAGE UPSAMPLING USING BITMAP TRACING
    4.
    发明申请
    GUIDED IMAGE UPSAMPLING USING BITMAP TRACING 有权
    使用BITMAP追踪指导图像

    公开(公告)号:US20150071533A1

    公开(公告)日:2015-03-12

    申请号:US14025350

    申请日:2013-09-12

    Abstract: A method of increasing resolution of an image includes generating vector contours associated with a first image and scaling the vector contours to a second resolution. The first image has a first resolution, and the second resolution is greater than the first resolution. The vector contours are rendered to generate a guiding image at the second resolution, and a second image is generated from the first image based on the guiding image, by using joint upsampling. The second image is generated at the second resolution. The vector contours can be generated by bitmap tracing binary images at different quantization levels. An apparatus and computer readable device implementing the method of increasing the resolution of an image are also provided.

    Abstract translation: 提高图像分辨率的方法包括生成与第一图像相关联的矢量轮廓并将矢量轮廓缩放到第二分辨率。 第一个图像具有第一个分辨率,第二个分辨率大于第一个分辨率。 渲染矢量轮廓以在第二分辨率下产生引导图像,并且通过使用联合上采样,基于引导图像从第一图像生成第二图像。 第二个图像是以第二个分辨率生成的。 矢量轮廓可以通过不同量化级别的位图跟踪二进制图像生成。 还提供了实现增加图像分辨率的方法的装置和计算机可读设备。

    Guided image upsampling using bitmap tracing

    公开(公告)号:US10402941B2

    公开(公告)日:2019-09-03

    申请号:US15655566

    申请日:2017-07-20

    Abstract: A method of increasing resolution of an image includes generating vector contours associated with a first image and scaling the vector contours to a second resolution. The first image has a first resolution, and the second resolution is greater than the first resolution. The vector contours are rendered to generate a guiding image at the second resolution, and a second image is generated from the first image based on the guiding image, by using joint upsampling. The second image is generated at the second resolution. The vector contours can be generated by bitmap tracing binary images at different quantization levels. An apparatus and computer readable device implementing the method of increasing the resolution of an image are also provided.

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