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150 lines
6.6 KiB
150 lines
6.6 KiB
3 years ago
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% w: width of connection needs
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% thred: if CI<thred -> connect
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function [CI,dCI] = connectConstraint(microx,microy,xi,connEle,allx,w,thred)
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xi = reshape(xi,microy,microx);
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CI = zeros(4,1);
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dCI = zeros(4,microy*microx);
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% down, right, up, left
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for i = 1:4
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conn = zeros(microy,microx);
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dconn = zeros(microy,microx);
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connMeas = zeros(microy,microx);
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dconnMeas = zeros(microy,microx);
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if connEle(i)>0
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xj = reshape(allx(:,connEle(i)),microy,microx);
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switch i
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case 1 % down
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for ii = 1:microx
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for jj = (microy-w+1):microy
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% opposite
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jj1 = microy-jj+1;
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ii1 = ii;
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% orthog, 45 degree left and right,
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% NOTE: don't forget border
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ii2 = ii-(microy-jj)*2; ii2(ii2<1) = 1;
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ii3 = ii+(microy-jj)*2; ii3(ii3>microx) = microx;
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tmp = xj(jj1,ii1);
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% tmp = max(xj(jj1,ii1), max(xj(jj1,ii2), xj(jj1,ii3)));
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conn(jj,ii) = exp(xi(jj,ii) .* (1-tmp));
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dconn(jj,ii) = exp(xi(jj,ii)*(1-tmp))*(1-tmp);
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end
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end
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connMeas((microy-w+1):microy,1:microx) = exp(xi((microy-w+1):microy,1:microx));
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CI(i,1) = sum(sum(conn((microy-w+1):microy,1:microx)))/...
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(sum(sum(connMeas((microy-w+1):microy,1:microx)))+1e-9);
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% if CI(i,1)>thred
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% bad connection
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dconnMeas((microy-w+1):microy,1:microx) = exp(xi((microy-w+1):microy,1:microx));
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tmp = (dconn*sum(connMeas(:)) - sum(conn(:))*dconnMeas)/(sum(connMeas(:))+1e-9)^2;
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dCI(i,:) = tmp(:);
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% else
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% CI(i,1) = 0;
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% end
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case 2 % right
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for ii = (microx-w+1):microx
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for jj = 1:microy
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% opposite
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jj1 = jj;
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ii1 = microx-ii+1;
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% orthog, 45 degree left and right,
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% NOTE: don't forget border
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jj2 = jj-(microx-ii)*2; jj2(jj2<1) = 1;
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jj3 = jj+(microx-ii)*2; jj3(jj3>microy) = microy;
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tmp = xj(jj1,ii1);
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% tmp = max(xj(jj1,ii1), max(xj(jj2,ii1), xj(jj3,ii1)));
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conn(jj,ii) = exp(xi(jj,ii) .* (1-tmp));
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dconn(jj,ii) = exp(xi(jj,ii)*(1-tmp))*(1-tmp);
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end
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end
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connMeas(1:microy,(microx-w+1):microx) = exp(xi(1:microy,(microx-w+1):microx));
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CI(i,1) = sum(sum(conn(1:microy,(microx-w+1):microx)))/...
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(sum(sum(connMeas(1:microy,(microx-w+1):microx)))+1e-9);
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% if CI(i,1)>thred
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% bad connection
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dconnMeas(1:microy,(microx-w+1):microx) = exp(xi(1:microy,(microx-w+1):microx));
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tmp = (dconn*sum(connMeas(:)) - sum(conn(:))*dconnMeas)/(sum(connMeas(:))+1e-9)^2;
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dCI(i,:) = tmp(:);
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% else
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% CI(i,1) = 0;
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% end
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case 3 % up
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for ii = 1:microx
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for jj = 1:w
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% opposite
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jj1 = microy-jj+1;
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ii1 = ii;
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% orthog, 45? left and right,
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% NOTE: don't forget border
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ii2 = ii-jj*2; ii2(ii2<1) = 1;
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ii3 = ii+jj*2; ii3(ii3>microx) = microx;
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tmp = xj(jj1,ii1);
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% tmp = max(xj(jj1,ii1), max(xj(jj1,ii2), xj(jj1,ii3)));
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% conn(jj,ii) = xi(jj,ii) .* (1-tmp);
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% dconn(jj,ii) = xi(jj,ii)*(1-tmp);
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conn(jj,ii) = exp(xi(jj,ii) .* (1-tmp));
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dconn(jj,ii) = exp(xi(jj,ii) .* (1-tmp))*(1-tmp);
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% connMeas(jj,ii) = tmp;
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end
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end
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connMeas(1:w,1:microx) = exp(xi(1:w,1:microx));
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% connMeas(1:w,1:microx) = xi(1:w,1:microx).^2;
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CI(i,1) = (sum(sum(conn(1:w,1:microx)))/...
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(sum(sum(connMeas(1:w,1:microx)))+1e-9));
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% if CI(i,1)>thred
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% bad connection
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% dconnMeas(1:w,1:microx) = xi(1:w,1:microx);
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dconnMeas(1:w,1:microx) = exp(xi(1:w,1:microx));
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tmp = (dconn*sum(connMeas(:)) - sum(conn(:))*dconnMeas)/(sum(connMeas(:))+1e-9)^2;
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dCI(i,:) = tmp(:);
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% else
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% CI(i,1) = 0;
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% end
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case 4 % left
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for ii = 1:w
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for jj = 1:microy
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% opposite
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jj1 = jj;
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ii1 = microx-ii+1;
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% orthog, 45 degree left and right,
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% NOTE: don't forget border
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jj2 = jj-ii*2; jj2(jj2<1) = 1;
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jj3 = jj+ii*2; jj3(jj3>microy) = microy;
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tmp = xj(jj1,ii1);
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% tmp = max(xj(jj1,ii1), max(xj(jj2,ii1), xj(jj3,ii1)));
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conn(jj,ii) = exp(xi(jj,ii) .* (1-tmp));
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dconn(jj,ii) = exp(xi(jj,ii)*(1-tmp))* (1-tmp);
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end
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end
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connMeas(1:microy,1:w) = exp(xi(1:microy,1:w));
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CI(i,1) = sum(sum(conn(1:microy,1:w)))/...
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(sum(sum(connMeas(1:microy,1:w)))+1e-9);
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% if CI(i,1)>thred
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% bad connection
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dconnMeas(1:microy,1:w) = exp(xi(1:microy,1:w));
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tmp = (dconn*sum(connMeas(:)) - sum(conn(:))*dconnMeas)/(sum(connMeas(:))+1e-9)^2;
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dCI(i,:) = tmp(:);
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% else
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% CI(i,1) = 0;
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% end
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end
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end
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end
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end
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