matlab - 绘制从传感器阵列测量的电势的插值空间分布

Question

我有一个带有 8 个测量电极和 1 个参考电极的小型 EEG 测量设备 - 参考电极位于传感器阵列的中心，4 个测量电极位于 2cm x 2cm 传感器阵列的角落，4 个测量电极位于传感器阵列的中心正方形的面形成如下所示的图案，

XXX

XXX

XXX

现在，如果我从这 8 个空间通道中的每一个中获取单个或 10 个连续且并发的电压电平时间样本集，我如何创建具有“热”和“冷”的电势插值分布的 MATLAB 图或散点图”区域如附图所示？

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来源：http ://www.sciencedirect.com/science/article/pii/S1053811913012615

任何关于实现上述目标的建议都会有很大帮助。

Answer 1

M=-1+2*rand(3) %// sample data
[x,y]=meshgrid(0:0.5:1); %// grid for sample data
[X,Y]=meshgrid(0:0.005:1); %// grid to interpolate onto
IN=interp2(x,y,M,X,Y); %// interpolate data onto finer grid

现在绘图（注意我定义了一个与您的示例大致匹配的新颜色图，它位于答案的底部，colormap(MAP)如果您想使用它，只需在执行之前定义它）。

colormap(MAP)
surf(X,Y,IN,'EdgeColor','none') %// create the surface plot
caxis([-1 1]) %// set color axxis range
colorbar
shading interp
view([0 90]) %// put view right on top of plot, looking straight down

MAP = [...
                   0   1.000000000000000   1.000000000000000
                   0   0.952380955219269   1.000000000000000
                   0   0.904761910438538   1.000000000000000
                   0   0.857142865657806   1.000000000000000
                   0   0.809523820877075   1.000000000000000
                   0   0.761904776096344   1.000000000000000
                   0   0.714285731315613   1.000000000000000
                   0   0.666666686534882   1.000000000000000
                   0   0.619047641754150   1.000000000000000
                   0   0.571428596973419   1.000000000000000
                   0   0.523809552192688   1.000000000000000
                   0   0.476190477609634   1.000000000000000
                   0   0.428571432828903   1.000000000000000
                   0   0.380952388048172   1.000000000000000
                   0   0.333333343267441   1.000000000000000
                   0   0.285714298486710   1.000000000000000
                   0   0.238095238804817   1.000000000000000
                   0   0.190476194024086   1.000000000000000
                   0   0.142857149243355   1.000000000000000
                   0   0.095238097012043   1.000000000000000
                   0   0.047619048506021   1.000000000000000
                   0                   0   1.000000000000000
   0.047619048506021                   0   0.952380955219269
   0.095238097012043                   0   0.904761910438538
   0.142857149243355                   0   0.857142865657806
   0.190476194024086                   0   0.809523820877075
   0.238095238804817                   0   0.761904776096344
   0.285714298486710                   0   0.714285731315613
   0.333333343267441                   0   0.666666686534882
   0.380952388048172                   0   0.619047641754150
   0.428571432828903                   0   0.571428596973419
   0.476190477609634                   0   0.523809552192688
   0.523809552192688                   0   0.476190477609634
   0.571428596973419                   0   0.428571432828903
   0.619047641754150                   0   0.380952388048172
   0.666666686534882                   0   0.333333343267441
   0.714285731315613                   0   0.285714298486710
   0.761904776096344                   0   0.238095238804817
   0.809523820877075                   0   0.190476194024086
   0.857142865657806                   0   0.142857149243355
   0.904761910438538                   0   0.095238097012043
   0.952380955219269                   0   0.047619048506021
   1.000000000000000                   0                   0
   1.000000000000000   0.047619048506021                   0
   1.000000000000000   0.095238097012043                   0
   1.000000000000000   0.142857149243355                   0
   1.000000000000000   0.190476194024086                   0
   1.000000000000000   0.238095238804817                   0
   1.000000000000000   0.285714298486710                   0
   1.000000000000000   0.333333343267441                   0
   1.000000000000000   0.380952388048172                   0
   1.000000000000000   0.428571432828903                   0
   1.000000000000000   0.476190477609634                   0
   1.000000000000000   0.523809552192688                   0
   1.000000000000000   0.571428596973419                   0
   1.000000000000000   0.619047641754150                   0
   1.000000000000000   0.666666686534882                   0
   1.000000000000000   0.714285731315613                   0
   1.000000000000000   0.761904776096344                   0
   1.000000000000000   0.809523820877075                   0
   1.000000000000000   0.857142865657806                   0
   1.000000000000000   0.904761910438538                   0
   1.000000000000000   0.952380955219269                   0
   1.000000000000000   1.000000000000000                   0];