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PSINS工具箱函数介绍——kfplot

article 2024/12/28 13:37:41

在这里插入图片描述

如有滤波、导航相关需求，可通过文末卡片联系作者

关于工具箱

kfplot是图像绘制的函数，用于绘制关于滤波（前/后）的误差图像。
本文所述的代码需要基于PSINS工具箱，工具箱的讲解：

PSINS初学指导：https://blog.csdn.net/callmeup/article/details/137087932

使用方法

函数形式为：
$k f pl o t (x k p k, v a r a r g in)$
其中xkpk为卡尔曼滤波的时候生成的滤波值、协方差对角线的数据等值。
剩余的变量为相关误差。

例程实践

运行代码

运行经典的例程test_SINS_GPS_153，最后两张图即为函数kfplot绘制的。
使用的代码为：
$k f pl o t (x k p k, a v p err, im u err);$
其中：

avperr为滤波后的avp误差
imuerr为imu的误差

运行结果

第一张，绘制滤波后的avp误差时序图：
第二张，绘制滤波后的avp对应的状态标准差：

源代码

function kfplot(xkpk, varargin)
global glv
global psinsdef
    if nargin>1  % kfplot(xk, pk, clm)
        if psinsdef.kfplot==0
            feval(psinsdef.typestr, psinsdef.kfplottag, [{xkpk},varargin]); 
            return;
        end
        if size(xkpk,2)==size(varargin{1},2)
            if nargin==3, clm=varargin{2}; else, clm=1:psinsdef.kfplot; end;
            if length(clm)==1, clm=1:clm; end
            kfplot([xkpk(:,clm),varargin{1}(:,[clm,end])]);
            return;
        end
    end
    switch psinsdef.kfplot
        case {15,16,18,19} % psinsdef.kfplotxx
            inserrplot(xkpk(:,[1:psinsdef.kfplot,end]));
            if nargin>1
                if psinsdef.kfplot==15
                    trueplot15(varargin);
                elseif psinsdef.kfplot==18
                    trueplot18(varargin);
                elseif psinsdef.kfplot==19
                    trueplot19(varargin);
                elseif psinsdef.kfplot==34
                end
            end
            inserrplot([sqrt(xkpk(:,psinsdef.kfplot+1:end-1)),xkpk(:,end)]);
        case 24
            inserrplot(xkpk(:,[1:15,end]));
            inserrplot([sqrt(xkpk(:,25:39)),xkpk(:,end)]);
            myfigure;
            subplot(221), plot(xkpk(:,end), xkpk(:,15+[1,5,9])/glv.ppm); xygo('dKg');
            subplot(222), plot(xkpk(:,end), xkpk(:,15+[2,3,6])/glv.sec); xygo('dAg');
            subplot(223), plot(xkpk(:,end), sqrt(xkpk(:,39+[1,5,9]))/glv.ppm); xygo('dKg');
            subplot(224), plot(xkpk(:,end), sqrt(xkpk(:,39+[2,3,6]))/glv.sec); xygo('dAg');
        case 30
            inserrplot(xkpk(:,[1:15,end]));
            inserrplot(xkpk(:,[16:30,end]),'kgka');
            inserrplot([sqrt(xkpk(:,31:60)),xkpk(:,end)]);
        case 34
            inserrplot(xkpk(:,[1:19,end]));
            if nargin>1, trueplot19(varargin); end
            inserrplot(xkpk(:,[20:34,end]),'kgka');
            if nargin>1, trueplotkga(varargin); end
            inserrplot([sqrt(xkpk(:,35:68)),xkpk(:,end)]);
        case 37
            inserrplot(xkpk(:,[1:19,end]));
            if nargin>1, trueplot19(varargin); end
            inserrplot(xkpk(:,[20:37,end]),'kgkadv');
            if nargin>1, trueplotkgadv(varargin); end
            inserrplot([sqrt(xkpk(:,38:74)),xkpk(:,end)]);
        otherwise,
            feval(psinsdef.typestr, psinsdef.kfplottag, [{xkpk},varargin]);            
    end

function trueplot15(varargin)
global glv
    [avperr, imuerr] = setvals(varargin);
    t = avperr(:,end); len = length(t);
    subplot(321), hold on, plot(t, avperr(:,1:2)/glv.sec, 'm--');
    subplot(322), hold on, plot(t, avperr(:,3)/glv.min, 'm--');
    subplot(323), hold on, plot(t, avperr(:,4:6), 'm--');
    subplot(324), hold on, plot(t, [avperr(:,7:8)*glv.Re,avperr(:,9)], 'm--');
    subplot(325), hold on, plot(t, repmat(imuerr.eb'/glv.dph,len,1), 'm--');
    subplot(326), hold on, plot(t, repmat(imuerr.db'/glv.ug,len,1), 'm--');

function trueplot18(varargin)
global glv
    [avperr, imuerr, lever] = setvals(varargin);
    t = avperr(:,end); len = length(t);
    subplot(421), hold on, plot(t, avperr(:,1:2)/glv.sec, 'm--');
    subplot(422), hold on, plot(t, avperr(:,3)/glv.min, 'm--');
    subplot(423), hold on, plot(t, avperr(:,4:6), 'm--');
    subplot(424), hold on, plot(t, [avperr(:,7:8)*glv.Re,avperr(:,9)], 'm--');
    subplot(425), hold on, plot(t, repmat(imuerr.eb'/glv.dph,len,1), 'm--');
    subplot(426), hold on, plot(t, repmat(imuerr.db'/glv.ug,len,1), 'm--');
    subplot(427), hold on, plot(t, repmat(lever',len,1), 'm--');

function trueplot19(varargin)
global glv
    [avperr, imuerr, lever, dT] = setvals(varargin);
    t = avperr(:,end); len = length(t);
    subplot(421), hold on, plot(t, avperr(:,1:2)/glv.sec, 'm--');
    subplot(422), hold on, plot(t, avperr(:,3)/glv.min, 'm--');
    subplot(423), hold on, plot(t, avperr(:,4:6), 'm--');
    subplot(424), hold on, plot(t, [avperr(:,7:8)*glv.Re,avperr(:,9)], 'm--');
    subplot(425), hold on, plot(t, repmat(imuerr.eb'/glv.dph,len,1), 'm--');
    subplot(426), hold on, plot(t, repmat(imuerr.db'/glv.ug,len,1), 'm--');
    subplot(427), hold on, plot(t, repmat(lever',len,1), 'm--');
    subplot(428), hold on, plot(t, repmat(dT,len,1), 'm--');
    
function trueplotkga(varargin)
global glv
    [avperr, imuerr] = setvals(varargin);
    t = avperr(:,end); len = length(t);
    subplot(221), hold on, plot(t, repmat(imuerr.dKga([1,5,9])'/glv.ppm,len,1), 'm--');
    subplot(322), hold on, plot(t, repmat(imuerr.dKga([2,3,6])'/glv.sec,len,1), 'm--');
    subplot(324), hold on, plot(t, repmat(imuerr.dKga([4,7,8])'/glv.sec,len,1), 'm--');
    subplot(223), hold on, plot(t, repmat(imuerr.dKga([10,13,15])'/glv.ppm,len,1), 'm--');
    subplot(326), hold on, plot(t, repmat(imuerr.dKga([11,12,14])'/glv.sec,len,1), 'm--');

function trueplotkgadv(varargin)
global glv
    [avperr, imuerr] = setvals(varargin);
    t = avperr(:,end); len = length(t);
    subplot(321), hold on, plot(t, repmat(imuerr.dKga([1,5,9])'/glv.ppm,len,1), 'm--');
    subplot(322), hold on, plot(t, repmat(imuerr.dKga([2,3,6])'/glv.sec,len,1), 'm--');
    subplot(324), hold on, plot(t, repmat(imuerr.dKga([4,7,8])'/glv.sec,len,1), 'm--');
    subplot(323), hold on, plot(t, repmat(imuerr.dKga([10,13,15])'/glv.ppm,len,1), 'm--');
    subplot(326), hold on, plot(t, repmat(imuerr.dKga([11,12,14])'/glv.sec,len,1), 'm--');