function [s12, azi1, azi2, S12, m12, M12, M21, a12] = geoddistance ... (lat1, lon1, lat2, lon2, ellipsoid) %GEODDISTANCE Distance between points on an ellipsoid % % [s12, azi1, azi2] = GEODDISTANCE(lat1, lon1, lat2, lon2) % [s12, azi1, azi2, S12, m12, M12, M21, a12] = % GEODDISTANCE(lat1, lon1, lat2, lon2, ellipsoid) % % solves the inverse geodesic problem of finding of length and azimuths % of the shortest geodesic between points specified by lat1, lon1, lat2, % lon2. The input latitudes and longitudes, lat1, lon1, lat2, lon2, can % be scalars or arrays of equal size and must be expressed in degrees. % The ellipsoid vector is of the form [a, e], where a is the equatorial % radius in meters, e is the eccentricity. If ellipsoid is omitted, the % WGS84 ellipsoid (more precisely, the value returned by % defaultellipsoid) is used. The output s12 is the distance in meters % and azi1 and azi2 are the forward azimuths at the end points in % degrees. The other optional outputs, S12, m12, M12, M21, a12 are % documented in geoddoc. geoddoc also gives the restrictions on the % allowed ranges of the arguments. % % When given a combination of scalar and array inputs, the scalar inputs % are automatically expanded to match the size of the arrays. % % This is an implementation of the algorithm given in % % C. F. F. Karney, Algorithms for geodesics, % J. Geodesy 87, 43-55 (2013); % https://doi.org/10.1007/s00190-012-0578-z % Addenda: https://geographiclib.sourceforge.io/geod-addenda.html % % This function duplicates some of the functionality of the distance % function in the MATLAB mapping toolbox. Differences are % % * When the ellipsoid argument is omitted, use the WGS84 ellipsoid. % * The routines work for prolate (as well as oblate) ellipsoids. % * The azimuth at the second end point azi2 is returned. % * The solution is accurate to round off for abs(e) < 0.2. % * The algorithm converges for all pairs of input points. % * Additional properties of the geodesic are calcuated. % % See also GEODDOC, GEODRECKON, GEODAREA, DEFAULTELLIPSOID, FLAT2ECC. % Copyright (c) Charles Karney (2012-2019) . % % This is a straightforward transcription of the C++ implementation in % GeographicLib and the C++ source should be consulted for additional % documentation. This is a vector implementation and the results returned % with array arguments are identical to those obtained with multiple calls % with scalar arguments. The biggest change was to eliminate the branching % to allow a vectorized solution. narginchk(4, 5) if nargin < 5, ellipsoid = defaultellipsoid; end try S = size(lat1 + lon1 + lat2 + lon2); catch error('lat1, lon1, s12, azi1 have incompatible sizes') end if length(ellipsoid(:)) ~= 2 error('ellipsoid must be a vector of size 2') end Z = zeros(S); lat1 = lat1 + Z; lon1 = lon1 + Z; lat2 = lat2 + Z; lon2 = lon2 + Z; Z = Z(:); degree = pi/180; tiny = sqrt(realmin); tol0 = eps; tolb = eps * sqrt(eps); maxit1 = 20; maxit2 = maxit1 + (-log2(eps) + 1) + 10; a = ellipsoid(1); e2 = real(ellipsoid(2)^2); f = e2 / (1 + sqrt(1 - e2)); f1 = 1 - f; ep2 = e2 / (1 - e2); n = f / (2 - f); b = a * f1; distp = true; areap = nargout >= 4; redp = nargout >= 5; scalp = nargout >= 6; % mask for Lengths: 1 = distance, 2 = reduced length, 4 = geodesic scale lengthmask = distp; if redp lengthmask = 2; end if scalp lengthmask = lengthmask + 4; end A3x = A3coeff(n); C3x = C3coeff(n); [lon12, lon12s] = AngDiff(lon1(:), lon2(:)); lonsign = 2 * (lon12 >= 0) - 1; lon12 = lonsign .* AngRound(lon12); lon12s = AngRound((180 -lon12) - lonsign .* lon12s); lam12 = lon12 * degree; slam12 = Z; clam12 = Z; l = lon12 > 90; [slam12( l), clam12( l)] = sincosdx(lon12s(l)); clam12(l) = -clam12(l); [slam12(~l), clam12(~l)] = sincosdx(lon12(~l)); lat1 = AngRound(LatFix(lat1(:))); lat2 = AngRound(LatFix(lat2(:))); swapp = 2 * ~(abs(lat1) < abs(lat2)) - 1; lonsign(swapp < 0) = - lonsign(swapp < 0); [lat1(swapp < 0), lat2(swapp < 0)] = swap(lat1(swapp < 0), lat2(swapp < 0)); latsign = 2 * (lat1 < 0) - 1; lat1 = latsign .* lat1; lat2 = latsign .* lat2; [sbet1, cbet1] = sincosdx(lat1); sbet1 = f1 * sbet1; [sbet1, cbet1] = norm2(sbet1, cbet1); cbet1 = max(tiny, cbet1); [sbet2, cbet2] = sincosdx(lat2); sbet2 = f1 * sbet2; [sbet2, cbet2] = norm2(sbet2, cbet2); cbet2 = max(tiny, cbet2); c = cbet1 < -sbet1 & cbet2 == cbet1; sbet2(c) = (2 * (sbet2(c) < 0) - 1) .* sbet1(c); c = ~(cbet1 < -sbet1) & abs(sbet2) == - sbet1; cbet2(c) = cbet1(c); dn1 = sqrt(1 + ep2 * sbet1.^2); dn2 = sqrt(1 + ep2 * sbet2.^2); sig12 = Z; ssig1 = Z; csig1 = Z; ssig2 = Z; csig2 = Z; calp1 = Z; salp1 = Z; calp2 = Z; salp2 = Z; s12 = Z; m12 = Z; M12 = Z; M21 = Z; omg12 = Z; somg12 = 2+Z; comg12 = Z; domg12 = Z; m = lat1 == -90 | slam12 == 0; if any(m) calp1(m) = clam12(m); salp1(m) = slam12(m); calp2(m) = 1; salp2(m) = 0; ssig1(m) = sbet1(m); csig1(m) = calp1(m) .* cbet1(m); ssig2(m) = sbet2(m); csig2(m) = calp2(m) .* cbet2(m); sig12(m) = ... atan2(0 + max(0, csig1(m) .* ssig2(m) - ssig1(m) .* csig2(m)), ... csig1(m) .* csig2(m) + ssig1(m) .* ssig2(m)); [s12(m), m12(m), ~, M12(m), M21(m)] = ... Lengths(n, sig12(m), ... ssig1(m), csig1(m), dn1(m), ssig2(m), csig2(m), dn2(m), ... cbet1(m), cbet2(m), bitor(1+2, lengthmask), ep2); m = m & (sig12 < 1 | m12 >= 0); g = m & sig12 < 3 * tiny; sig12(g) = 0; s12(g) = 0; m12(g) = 0; m12(m) = m12(m) * b; s12(m) = s12(m) * b; end eq = ~m & sbet1 == 0; if f > 0 eq = eq & lon12s >= f * 180; end calp1(eq) = 0; calp2(eq) = 0; salp1(eq) = 1; salp2(eq) = 1; s12(eq) = a * lam12(eq); sig12(eq) = lam12(eq) / f1; omg12(eq) = sig12(eq); m12(eq) = b * sin(omg12(eq)); M12(eq) = cos(omg12(eq)); M21(eq) = M12(eq); g = ~eq & ~m; if any(g) dnm = Z; [sig12(g), salp1(g), calp1(g), salp2(g), calp2(g), dnm(g)] = ... InverseStart(sbet1(g), cbet1(g), dn1(g), ... sbet2(g), cbet2(g), dn2(g), ... lam12(g), slam12(g), clam12(g), f, A3x); s = g & sig12 >= 0; s12(s) = b * sig12(s) .* dnm(s); m12(s) = b * dnm(s).^2 .* sin(sig12(s) ./ dnm(s)); if scalp M12(s) = cos(sig12(s) ./ dnm(s)); M21(s) = M12(s); end omg12(s) = lam12(s) ./ (f1 * dnm(s)); g = g & sig12 < 0; salp1a = Z + tiny; calp1a = Z + 1; salp1b = Z + tiny; calp1b = Z - 1; ssig1 = Z; csig1 = Z; ssig2 = Z; csig2 = Z; epsi = Z; v = Z; dv = Z; numit = Z; tripn = Z > 0; tripb = tripn; if any(g) gsave = g; for k = 0 : maxit2 - 1 if k == 0 && ~any(g), break, end numit(g) = k; [v(g), dv(g), ... salp2(g), calp2(g), sig12(g), ... ssig1(g), csig1(g), ssig2(g), csig2(g), epsi(g), domg12(g)] = ... Lambda12(sbet1(g), cbet1(g), dn1(g), ... sbet2(g), cbet2(g), dn2(g), ... salp1(g), calp1(g), slam12(g), clam12(g), f, A3x, C3x); g = g & ~(tripb | ~(abs(v) >= ((tripn * 7) + 1) * tol0)); if ~any(g), break, end c = g & v > 0; if k <= maxit1 c = c & calp1 ./ salp1 > calp1b ./ salp1b; end salp1b(c) = salp1(c); calp1b(c) = calp1(c); c = g & v < 0; if k <= maxit1 c = c & calp1 ./ salp1 < calp1a ./ salp1a; end salp1a(c) = salp1(c); calp1a(c) = calp1(c); if k == maxit1, tripn(g) = false; end if k < maxit1 dalp1 = -v ./ dv; sdalp1 = sin(dalp1); cdalp1 = cos(dalp1); nsalp1 = salp1 .* cdalp1 + calp1 .* sdalp1; calp1(g) = calp1(g) .* cdalp1(g) - salp1(g) .* sdalp1(g); salp1(g) = nsalp1(g); tripn = g & abs(v) <= 16 * tol0; c = g & ~(dv > 0 & nsalp1 > 0 & abs(dalp1) < pi); tripn(c) = false; else c = g; end salp1(c) = (salp1a(c) + salp1b(c))/2; calp1(c) = (calp1a(c) + calp1b(c))/2; [salp1(g), calp1(g)] = norm2(salp1(g), calp1(g)); tripb(c) = abs(salp1a(c)-salp1(c)) + (calp1a(c)-calp1(c)) < tolb ... | abs(salp1(c)-salp1b(c)) + (calp1(c)-calp1b(c)) < tolb; end g = gsave; if bitand(2+4, lengthmask) % set distance bit if redp or scalp, so that J12 is computed in a % canonical way. lengthmask = bitor(1, lengthmask); end [s12(g), m12(g), ~, M12(g), M21(g)] = ... Lengths(epsi(g), sig12(g), ... ssig1(g), csig1(g), dn1(g), ssig2(g), csig2(g), dn2(g), ... cbet1(g), cbet2(g), lengthmask, ep2); m12(g) = m12(g) * b; s12(g) = s12(g) * b; if areap sdomg12 = sin(domg12(g)); cdomg12 = cos(domg12(g)); somg12(g) = slam12(g) .* cdomg12 - clam12(g) .* sdomg12; comg12(g) = clam12(g) .* cdomg12 + slam12(g) .* sdomg12; end end end s12 = 0 + s12; if areap salp0 = salp1 .* cbet1; calp0 = hypot(calp1, salp1 .* sbet1); ssig1 = sbet1; csig1 = calp1 .* cbet1; ssig2 = sbet2; csig2 = calp2 .* cbet2; % Stop complaints from norm2 for equatorial geodesics csig1(calp0 == 0) = 1; csig2(calp0 == 0) = 1; k2 = calp0.^2 * ep2; epsi = k2 ./ (2 * (1 + sqrt(1 + k2)) + k2); A4 = (a^2 * e2) * calp0 .* salp0; [ssig1, csig1] = norm2(ssig1, csig1); [ssig2, csig2] = norm2(ssig2, csig2); C4x = C4coeff(n); Ca = C4f(epsi, C4x); B41 = SinCosSeries(false, ssig1, csig1, Ca); B42 = SinCosSeries(false, ssig2, csig2, Ca); S12 = A4 .* (B42 - B41); S12(calp0 == 0 | salp0 == 0) = 0; l = ~m & somg12 > 1; somg12(l) = sin(omg12(l)); comg12(l) = cos(omg12(l)); l = ~m & comg12 > -0.7071 & sbet2 - sbet1 < 1.75; alp12 = Z; domg12 = 1 + comg12(l); dbet1 = 1 + cbet1(l); dbet2 = 1 + cbet2(l); alp12(l) = 2 * ... atan2(somg12(l) .* (sbet1(l) .* dbet2 + sbet2(l) .* dbet1), ... domg12 .* (sbet1(l) .* sbet2(l) + dbet1 .* dbet2)); l = ~l; salp12 = salp2(l) .* calp1(l) - calp2(l) .* salp1(l); calp12 = calp2(l) .* calp1(l) + salp2(l) .* salp1(l); s = salp12 == 0 & calp12 < 0; salp12(s) = tiny * calp1(s); calp12(s) = -1; alp12(l) = atan2(salp12, calp12); if e2 ~= 0 c2 = (a^2 + b^2 * eatanhe(1, e2) / e2) / 2; else c2 = a^2; end S12 = 0 + swapp .* lonsign .* latsign .* (S12 + c2 * alp12); end [salp1(swapp<0), salp2(swapp<0)] = swap(salp1(swapp<0), salp2(swapp<0)); [calp1(swapp<0), calp2(swapp<0)] = swap(calp1(swapp<0), calp2(swapp<0)); if scalp [M12(swapp<0), M21(swapp<0)] = swap(M12(swapp<0), M21(swapp<0)); M12 = reshape(M12, S); M21 = reshape(M21, S); end salp1 = salp1 .* swapp .* lonsign; calp1 = calp1 .* swapp .* latsign; salp2 = salp2 .* swapp .* lonsign; calp2 = calp2 .* swapp .* latsign; azi1 = atan2dx(salp1, calp1); azi2 = atan2dx(salp2, calp2); a12 = sig12 / degree; s12 = reshape(s12, S); azi1 = reshape(azi1, S); azi2 = reshape(azi2, S); if redp m12 = reshape(m12, S); end if nargout >= 8 a12 = reshape(a12, S); end if areap S12 = reshape(S12, S); end end function [sig12, salp1, calp1, salp2, calp2, dnm] = ... InverseStart(sbet1, cbet1, dn1, sbet2, cbet2, dn2, ... lam12, slam12, clam12, f, A3x) %INVERSESTART Compute a starting point for Newton's method N = length(sbet1); f1 = 1 - f; e2 = f * (2 - f); ep2 = e2 / (1 - e2); n = f / (2 - f); tol0 = eps; tol1 = 200 * tol0; tol2 = sqrt(eps); etol2 = 0.1 * tol2 / sqrt( max(0.001, abs(f)) * min(1, 1 - f/2) / 2 ); xthresh = 1000 * tol2; sig12 = -ones(N, 1); salp2 = nan(N, 1); calp2 = nan(N, 1); sbet12 = sbet2 .* cbet1 - cbet2 .* sbet1; cbet12 = cbet2 .* cbet1 + sbet2 .* sbet1; sbet12a = sbet2 .* cbet1 + cbet2 .* sbet1; s = cbet12 >= 0 & sbet12 < 0.5 & cbet2 .* lam12 < 0.5; omg12 = lam12; dnm = nan(N, 1); sbetm2 = (sbet1(s) + sbet2(s)).^2; sbetm2 = sbetm2 ./ (sbetm2 + (cbet1(s) + cbet2(s)).^2); dnm(s) = sqrt(1 + ep2 * sbetm2); omg12(s) = omg12(s) ./ (f1 * dnm(s)); somg12 = slam12; comg12 = clam12; somg12(s) = sin(omg12(s)); comg12(s) = cos(omg12(s)); salp1 = cbet2 .* somg12; t = cbet2 .* sbet1 .* somg12.^2; calp1 = cvmgt(sbet12 + t ./ max(1, 1 + comg12), ... sbet12a - t ./ max(1, 1 - comg12), ... comg12 >= 0); ssig12 = hypot(salp1, calp1); csig12 = sbet1 .* sbet2 + cbet1 .* cbet2 .* comg12; s = s & ssig12 < etol2; salp2(s) = cbet1(s) .* somg12(s); calp2(s) = somg12(s).^2 ./ (1 + comg12(s)); calp2(s & comg12 < 0) = 1 - comg12(s & comg12 < 0); calp2(s) = sbet12(s) - cbet1(s) .* sbet2(s) .* calp2(s); [salp2, calp2] = norm2(salp2, calp2); sig12(s) = atan2(ssig12(s), csig12(s)); s = ~(s | abs(n) > 0.1 | csig12 >= 0 | ssig12 >= 6 * abs(n) * pi * cbet1.^2); if any(s) lam12x = atan2(-slam12(s), -clam12(s)); if f >= 0 k2 = sbet1(s).^2 * ep2; epsi = k2 ./ (2 * (1 + sqrt(1 + k2)) + k2); lamscale = f * cbet1(s) .* A3f(epsi, A3x) * pi; betscale = lamscale .* cbet1(s); x = lam12x ./ lamscale; y = sbet12a(s) ./ betscale; else cbet12a = cbet2(s) .* cbet1(s) - sbet2(s) .* sbet1(s); bet12a = atan2(sbet12a(s), cbet12a); [~, m12b, m0] = ... Lengths(n, pi + bet12a, ... sbet1(s), -cbet1(s), dn1(s), sbet2(s), cbet2(s), dn2(s), ... cbet1(s), cbet2(s), 2); x = -1 + m12b ./ (cbet1(s) .* cbet2(s) .* m0 * pi); betscale = cvmgt(sbet12a(s) ./ min(-0.01, x), - f * cbet1(s).^2 * pi, ... x < -0.01); lamscale = betscale ./ cbet1(s); y = lam12x ./ lamscale; end k = Astroid(x, y); str = y > -tol1 & x > -1 - xthresh; k(str) = 1; if f >= 0 omg12a = -x .* k ./ (1 + k); else omg12a = -y .* (1 + k) ./ k; end omg12a = lamscale .* omg12a; somg12 = sin(omg12a); comg12 = -cos(omg12a); salp1(s) = cbet2(s) .* somg12; calp1(s) = sbet12a(s) - cbet2(s) .* sbet1(s) .* somg12.^2 ./ (1 - comg12); if any(str) salp1s = salp1(s); calp1s = calp1(s); if f >= 0 salp1s(str) = min(1, -x(str)); calp1s(str) = -sqrt(1 - salp1s(str).^2); else calp1s(str) = max(cvmgt(0, -1, x(str) > -tol1), x(str)); salp1s(str) = sqrt(1 - calp1s(str).^2); end salp1(s) = salp1s; calp1(s) = calp1s; end end calp1(salp1 <= 0) = 0; salp1(salp1 <= 0) = 1; [salp1, calp1] = norm2(salp1, calp1); end function k = Astroid(x, y) % ASTROID Solve the astroid equation % % K = ASTROID(X, Y) solves the quartic polynomial Eq. (55) % % K^4 + 2 * K^3 - (X^2 + Y^2 - 1) * K^2 - 2*Y^2 * K - Y^2 = 0 % % for the positive root K. X and Y are column vectors of the same size % and the returned value K has the same size. k = zeros(length(x), 1); p = x.^2; q = y.^2; r = (p + q - 1) / 6; fl1 = ~(q == 0 & r <= 0); p = p(fl1); q = q(fl1); r = r(fl1); S = p .* q / 4; r2 = r.^2; r3 = r .* r2; disc = S .* (S + 2 * r3); u = r; fl2 = disc >= 0; T3 = S(fl2) + r3(fl2); T3 = T3 + (1 - 2 * (T3 < 0)) .* sqrt(disc(fl2)); T = cbrtx(T3); u(fl2) = u(fl2) + T + r2(fl2) ./ cvmgt(T, inf, T ~= 0); ang = atan2(sqrt(-disc(~fl2)), -(S(~fl2) + r3(~fl2))); u(~fl2) = u(~fl2) + 2 * r(~fl2) .* cos(ang / 3); v = sqrt(u.^2 + q); uv = u + v; fl2 = u < 0; uv(fl2) = q(fl2) ./ (v(fl2) - u(fl2)); w = (uv - q) ./ (2 * v); k(fl1) = uv ./ (sqrt(uv + w.^2) + w); end function [lam12, dlam12, ... salp2, calp2, sig12, ssig1, csig1, ssig2, csig2, epsi, ... domg12] = ... Lambda12(sbet1, cbet1, dn1, sbet2, cbet2, dn2, salp1, calp1, ... slam120, clam120, f, A3x, C3x) %LAMBDA12 Solve the hybrid problem tiny = sqrt(realmin); f1 = 1 - f; e2 = f * (2 - f); ep2 = e2 / (1 - e2); calp1(sbet1 == 0 & calp1 == 0) = -tiny; salp0 = salp1 .* cbet1; calp0 = hypot(calp1, salp1 .* sbet1); ssig1 = sbet1; somg1 = salp0 .* sbet1; csig1 = calp1 .* cbet1; comg1 = csig1; [ssig1, csig1] = norm2(ssig1, csig1); salp2 = cvmgt(salp0 ./ cbet2, salp1, cbet2 ~= cbet1); calp2 = cvmgt(sqrt((calp1 .* cbet1).^2 + ... cvmgt((cbet2 - cbet1) .* (cbet1 + cbet2), ... (sbet1 - sbet2) .* (sbet1 + sbet2), ... cbet1 < -sbet1)) ./ cbet2, ... abs(calp1), cbet2 ~= cbet1 | abs(sbet2) ~= -sbet1); ssig2 = sbet2; somg2 = salp0 .* sbet2; csig2 = calp2 .* cbet2; comg2 = csig2; [ssig2, csig2] = norm2(ssig2, csig2); sig12 = atan2(0 + max(0, csig1 .* ssig2 - ssig1 .* csig2), ... csig1 .* csig2 + ssig1 .* ssig2); somg12 = 0 + max(0, comg1 .* somg2 - somg1 .* comg2); comg12 = comg1 .* comg2 + somg1 .* somg2; eta = atan2(somg12 .* clam120 - comg12 .* slam120, ... comg12 .* clam120 + somg12 .* slam120); k2 = calp0.^2 * ep2; epsi = k2 ./ (2 * (1 + sqrt(1 + k2)) + k2); Ca = C3f(epsi, C3x); B312 = SinCosSeries(true, ssig2, csig2, Ca) - ... SinCosSeries(true, ssig1, csig1, Ca); domg12 = -f * A3f(epsi, A3x) .* salp0 .* (sig12 + B312); lam12 = eta + domg12; [~, dlam12] = ... Lengths(epsi, sig12, ... ssig1, csig1, dn1, ssig2, csig2, dn2, cbet1, cbet2, 2); z = calp2 == 0; dlam12(~z) = dlam12(~z) .* f1 ./ (calp2(~z) .* cbet2(~z)); dlam12(z) = - 2 * f1 .* dn1(z) ./ sbet1(z); end function [s12b, m12b, m0, M12, M21] = ... Lengths(epsi, sig12, ssig1, csig1, dn1, ssig2, csig2, dn2, ... cbet1, cbet2, outmask, ep2) %LENGTHS Compute various lengths associate with a geodesic N = nan(size(sig12)); if bitand(1+2+4, outmask) A1 = A1m1f(epsi); Ca = C1f(epsi); if bitand(2+4, outmask) A2 = A2m1f(epsi); Cb = C2f(epsi); m0 = A1 - A2; A2 = 1 + A2; end A1 = 1 + A1; end if bitand(1, outmask) B1 = SinCosSeries(true, ssig2, csig2, Ca) - ... SinCosSeries(true, ssig1, csig1, Ca); s12b = A1 .* (sig12 + B1); if bitand(2+4, outmask) B2 = SinCosSeries(true, ssig2, csig2, Cb) - ... SinCosSeries(true, ssig1, csig1, Cb); J12 = m0 .* sig12 + (A1 .* B1 - A2 .* B2); end else s12b = N; % assign arbitrary unused result if bitand(2+4, outmask) for l = 1 : size(Cb, 2) % Assume here that size(Ca, 2) >= size(Cb, 2) Cb(:, l) = A1 .* Ca(:, l) - A2 .* Cb(:, l); end J12 = m0 .* sig12 + (SinCosSeries(true, ssig2, csig2, Cb) - ... SinCosSeries(true, ssig1, csig1, Cb)); end end if bitand(2, outmask) m12b = dn2 .* (csig1 .* ssig2) - dn1 .* (ssig1 .* csig2) - ... csig1 .* csig2 .* J12; else m0 = N; m12b = N; % assign arbitrary unused result end if bitand(4, outmask) csig12 = csig1 .* csig2 + ssig1 .* ssig2; t = ep2 * (cbet1 - cbet2) .* (cbet1 + cbet2) ./ (dn1 + dn2); M12 = csig12 + (t .* ssig2 - csig2 .* J12) .* ssig1 ./ dn1; M21 = csig12 - (t .* ssig1 - csig1 .* J12) .* ssig2 ./ dn2; else M12 = N; M21 = N; % assign arbitrary unused result end end