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我在 Matlab 中创建了一个绘图,它随着时间的推移绘制几个 GPS 卫星的方位角和仰角。下面是绘制的 GPS 卫星轨迹的图像示例。

卫星轨迹图

但是,我还想S_4在同一个图上绘制指数(电离层引起的闪烁效应)。我想对每个 GPS 卫星路径进行颜色编码,以将高S_4索引显示为红色,将低S_4索引显示为蓝色。我有所有这些的数据,但我无法找到对每条 GPS 路径进行颜色编码的方法。

目前我知道每颗卫星在一天中的每一秒的位置(这就是我绘制轨迹的方式)。我也有S_4不同时间和不同卫星的索引值(S_4索引矩阵与卫星位置矩阵的大小不同)。

有任何想法吗?

这是我使用的功能。它使用一个矩阵作为输入plotMat

plotMat=[svID(satellite id number), gpsSec, elevation(radians), azimuth(radians)]

我的功能:

% find out from 'plotMat' if plotting satellite locations or trajectories in
% addition determine how many satellites are being tracked and how many
% samples for each satellite (# samples / satellite must always be equal)
gpsTime = plotMat(1,2);
i = 1;
t = gpsTime;
while ((i ~= size(plotMat,1)) & (t == gpsTime))
  i = i + 1;
  t = plotMat(i,2);
end
if (t == gpsTime)
  sats = i;
else
  sats = i - 1;
end;
samples = size(plotMat,1) / sats;
SVs = plotMat(1:sats,1);
elevation = plotMat(:,3);
azimuth = plotMat(:,4);
% initialize polar - plotting area
figure(10);clf;
axis([-1.4 1.4 -1.1 1.1]);
axis('off');
axis(axis);
hold on;
% plot circular axis and labels
th = 0:pi/50:2*pi;
x = [ cos(th) .67.*cos(th) .33.*cos(th) ];
y = [ sin(th) .67.*sin(th) .33.*sin(th) ];
plot(x,y,'color','w');
text(1.1,0,'90','horizontalalignment','center');
text(0,1.1,'0','horizontalalignment','center');
text(-1.1,0,'270','horizontalalignment','center');
text(0,-1.1,'180','horizontalalignment','center'); 
% plot spoke axis and labels
th = (1:6)*2*pi/12;
x = [ -cos(th); cos(th) ];
y = [ -sin(th); sin(th) ];
plot(x,y,'color','w');
text(-.46,.93,'0','horizontalalignment','center');
text(-.30,.66,'30','horizontalalignment','center');
text(-.13,.36,'60','horizontalalignment','center');
text(.04,.07,'90','horizontalalignment','center');
% plot titles
if (samples == 1)
  title('Satellite Position Plot');
  subtitle = sprintf('GPS time : %.2f sec',plotMat(1,2));
else
  title('Satellite Trajectory Plot');
  subtitle = sprintf('GPS time range : %.2f sec to %.2f sec', ...
                     plotMat(1,2),plotMat(size(plotMat,1),2));
  text(-1.6,1,'SVID/Last Position','color','r');
  text(-1.6,.9,'Positive Elevation','color','y');
  text(-1.6,.8,'Negative Elevation','color','b');
end
text(0,-1.3,subtitle,'horizontalalignment','center');
% plot trajectories (or positions) and label the last postion with the
% satellite SV id; in addition, last postions are in red, otherwise position
% elevations are yellow and negative elavations are blue
%
% loop through samples
for s = 1:samples       
  % plot each satellite location for that sample
  for sv = 1:sats
    % check if positive or negative elevation
    if (elevation((s - 1) * sats + sv) < 0)
      elNeg = 1;
    else
      elNeg = 0;
    end
    % convert to plottable cartesian coordinates
    el = elevation((s - 1) * sats + sv);
    az = azimuth((s - 1) * sats + sv);
    x = (pi/2-abs(el))/(pi/2).*cos(az-pi/2);
    y = -1*(pi/2-abs(el))/(pi/2).*sin(az-pi/2);
    % check for final sample
    if (s == samples)
      plot(x,y,'r*');
      text(x,y+.07,int2str(SVs(sv)), ...
           'horizontalalignment', ...
           'center','color','r');
    else
      % check for +/- elevation
      if (elNeg == 0)
        plot(x,y,'y.');
      else
        plot(x,y,'b.');
      end
    end
  end
end

axis equal;

在前面的代码中,我没有添加S_4索引。以下代码将闪烁 ( S_4) 数据上的 GPS 秒数与具有卫星位置数据的 GPS 秒数进行比较。矩阵scint.mat指闪烁数据,而txinfo.mat指卫星位置数据。此代码创建一个与 GPS 秒数和卫星识别号一致的组合代码。

load('scint_324_first')
scint = scint';

load('txinfo_324_first_wrw')
txinfo = txinfo';

k = 0;

for i = 1:length(scint)
    disp(num2str(i))
    for j = 1:length(txinfo)
        if scint(i,2) == txinfo(j,2) && scint(i,15) == txinfo(j,8)
            k = k+1;
            combo(k,:) = [scint(i,:) txinfo(j,:)];
        end
    end
end
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2 回答 2

2

如果 S_4 值随时间变化,颜色编码是否会在单行内变化?

这可能不是最有效的方法,但您可以只为每条轨道画线。喜欢

s4code = [1 0 0; 0 0 1]; % blue & red 

for i = time_vector
 if s4(i) > something
  s = 2
 else 
  s = 1
 end
 line(x(i:(i+1)), y(i:(i+1)), 'color', s4code(s, :))
end

关于大小不同的轨道数据和 s4 数据...使它们具有相同的大小... interp1,例如 ;-)

于 2012-12-03T07:44:45.893 回答
2

如果您使用极坐标图进行绘图,请尝试使用3D 极坐标图(Ken Garrard 的 FEX 代码)

在此处输入图像描述

如果您正在使用plot,请尝试彩色线或散点图cline.m(再次 FEX 文件) 在此处输入图像描述

最后的情节是由:

x = 1:300
color_line(x,sin(x/20),sin(x/20))
于 2012-12-03T08:03:03.773 回答