From 982e9edd77f20ad30c9c427709d1e72bff05a119 Mon Sep 17 00:00:00 2001 From: Friese Date: Mon, 30 Apr 2018 14:38:28 +0200 Subject: [PATCH] First ANSI C version of NLMS uploaded which can compile without errors --- bin/.NLMS_ANSI_C.c.swp | Bin 0 -> 24576 bytes bin/NLMS_ANSI_C.c | 345 +++++++++++++++++++++++++---------------- bin/NLMS_ANSI_C.exe | Bin 0 -> 374067 bytes 3 files changed, 212 insertions(+), 133 deletions(-) create mode 100644 bin/.NLMS_ANSI_C.c.swp create mode 100644 bin/NLMS_ANSI_C.exe diff --git a/bin/.NLMS_ANSI_C.c.swp b/bin/.NLMS_ANSI_C.c.swp new file mode 100644 index 0000000000000000000000000000000000000000..00989292c0517d7e95525bad7386e4348d224145 GIT binary patch literal 24576 zcmeI4dypK(dB6vofDZgfLY#m}a3gYJSNGU^2$w)QjL^dpxf2Fi0(2agz1!Klk@j{^ zvvYSVU7dwZ3PD0bIoPg>|FFw(3UH-D0>L(q7%(IOKN2A3VZg>Am4q@06^Gcw#-@_r z*WL5F+m-H=xKggn6u;YnFKNkWD>|E@Utp`VERPoFol1Mt-u!hd%~jM6YcYL z_V?07?|;rdztjGHWzqY$+ULFY_hXCR+sEuDlRzecOahq%G6`f7$Rv!>%!t3x9JOX#Z5txKaUy&$sr zeJH{8upQPz8+;1cO+yj(!RhdWRgUw0cpUx^Cc%ZPVGnGBP0$Bj&;e`V7vP<6B7FB` z$N3uE0X|#?+u_&Y-SE;$j`J+s4|hQoT(}TUgHzx|oHAdAd*Bwh5k_G*3_=dhg1^DJ z^9Xzi?uYx}Uibuj6nvO~9ykg90cXwwa1)eZ2XsI?tb&(uCOr&y!0m7?_+T!TxaOV2 zgDTg2mGi2B+NTCo?*@K0DvzIzj=a+*5u?~%nTYB_)sv4?DAi`hDz0jb7RQ5`Vud6| z8^fOJP`x7?q7MrN6K!}zBKm&uppF+uh*FvM-4gG5x_it^lTo2CH|dc}uF<`@HbYTK zo>C6wbq-X3V)4-irbH;$rrm08ZM8V%_I0Y&b7LK=^Cp|| zTD2ai@kyeY*Akl?cM>(%*d!(1W*_YrVan-b)2T{E$%IOt@9qy=e{{CyPlP#3p6MKr z(tuiR-#l-cu4Y@N7M`EwNnp@ zfj6#ZYhEeJC{8n%SM%u7f)=d#D1BY)+JbW{`!9jzE0t%U6?aUA(0SGq)Dx~gM9P1ojZ zmitFKRo~IG+HbPjuQm=yf7stNuSle(@O)wwR|*onH1!>bdr23!qUuKQ64#MGT+==c zR?e-y(srl|)O>q+VRdKpZCvO$sw9<&D35WpC}~wFY(~#(6}S5e-wWJ9uj=M@1!OqU zy{+a?6$8n(J~Ks9JtoU3uT-kI`DTfk3W!u2qb6EhnZ+%jdo?k0bHn>kkCC|P_l?m0 zVFJl~nzVfr`($JmOD`6A${Zz3QPd`;%ruxaY3hB7s+(SyYjk>fbkb87G;L2^pV&$j z3hEg4iA)Ai+k|;C^|PIG-qC%oQrlmwxc-nA1a9RD*AH^}u)jG{(+M{a6P2^gp~K4K zm0I1+m8WfBEPAIczL&4dR$t1~SgGOm@`#|?yZg#lSJAKion9v$cK^t*HvR+z*hBfLh8Dau(cdyPc#B+XVA z%~CJUx+-w%5+(5%*g>dR#u_UWf092Fn7+y4G(*J7V!I_>HAlV*O>xp{nr=bvIv<6O%#xVwdmT&ZM5ks+o#oE2!rZsTWGw@!Eza#^_K3 zrYl9SD*75K=$OuSsfJpeOAK|fAf-)hKc*IbwG`S5dC|nICIrXSDK*T=RF2Ub8=31n z@4W6FOyW=;E|#gCdf8mGanlCDk*o^^uj&Pf+I33ruF!bON<@tvRDQ8qs!chL zd_09T^vtyAPmFik>DgKyW|f(Xpj|Btrvy{TR#O@K+71S>-492HVWtOCf(o;#V3LIF z3z25}TfZ+1(0N5l5zi%Kqs6@4%$DaAlP~@om}j8v1ZH6N6(YCuvN)_EibJdoj&n}Q zEi-H<=2N{KA}?^ZTTk6gBEy{{Y7W6y-8nlT4i9yzAx6Q)5l5Jm;6J4{*QO8p($Uq!pHqE3z3bJs zi!a|Ir{lZTCUjK4t1F)a`Tne1>NX$wE)&|4Xl)o<)vBuRz1=;8FN1cmzHJH^c9N2QHN0V(142Z?MjP z1)hRWz$}cyF1QRn0OA`MgiD|u&Vke6m*JP-4c7WE!FS+3xCicrKZhHk4kg$L=fW!Z z57zvz!nffCcpjdEXW(i0Gx$@u18#@g;0SyO7T`*_0>qcF9k#()@T+hpoDRPNuOYL4 zhws5Z!9T)Z!{^|3xDGx7hrx$w7=sVOHV~N)z>n}FJPS9$UdY3l@GaWqZ{b$>18Bg0 zI3K=;zRg4J_7L{d=(ypN8uVcANt`WaNq^}1b+-4g^lp{_yfKJ z;y1Vru7?jp6|R9RVJBP!&)^Gq46cDA@GRU6+4cWb0%q*@-C)MAs+kRTi5@@8=sSZ2 zXRN{!%aa{!h&vw+JbI$wtSw+f1_lNe?4@J3PAQ#p`pM+9!hFg4s28P^8A3Xz_{rSG z&n@Mlqb!aml1Y`fb%fS$M8pe6e=YeOvjtj;;ir;z>qJ|>X|7DmifDVoz{pYduO@E$# zT1H|k{$On7U(h4t^2%rtUdK-A*fE+L#^iU)9GjNW@4|Ao`n97?D`nK{*Sac(T}=N= zTCrDiUNFhGvVt^%;-OU@iEx%9YeR>hu_w8ljCOe5+x2>=N1T$fFv4liFcXj64D8X+ zok+0hEoJG^-Kv+dRL>bwRgg|M<_2@FTb1fd$}1^-x`(o|HactCPmB{m+G&hu!Mrj~ zgaO&T*=QHsW(Q~9k@$szS%foxse6aqS~=Iq7s9*Yp3qlm)kac}9kaRx%+`=iD_+z~ zv}o0ROb>wghnO3w<+UTxLKHGlD2+pe0a;x zN^~YAbtBe7!464lN~}^5lnG`TJwAOfCt;mtuPgRXh`4!QmL;@}(I?Kh_N%(ur@Gop zqwU*A+lNNmci}Fs)W(Yy9dS*yHWzyCxkauzc<1iHK|9-&=g~m%GAx?*j)+HhxVPWz zcCoacsRZ?eQ%uLvW$#~S3tuRRe?`7Co}Ht3TWGMgg=IFELv1D|aA>RP8Gjmgdfma- zUUg-^s;*tolBI4^B?Xf0DAQa~0oZO_u4+ho$@>466WI4<-&WTD*V(1Zn`{6#g7rp>@!_Dx!AZGz)A%Jlh0$KaZnE+Y$uZEN1 zB#`y~XJ7$*n1&kU;63mJ>+i?mMz|Kr5bpWEjr+%0SAQM83U|Zrz;A=B!w@448wciC#>1O0*}EbVIKCtrI3f` zSf@V;Pr#qRwQv|tfi_qLui3Txo&4^BAsB>nLG(g?&w_Wsx8MbM9-f15f~@<+7w|MZ z1>bPJd?2jl(%(4-u;GSwV0PHe?kHf%j`vo*;cjB<-A|R1a}p+i9Z=Z? 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All rights reserved. +// Created by FBRDNLMS on 26.04.18. +// Copyright © 2018 FBRDNLMS. All rights reserved. // #include @@ -13,7 +13,7 @@ #include #define M 1000 -#define tracking 40; //Count of weights +#define tracking 40 //Count of weights //static Stack x = new Stack(); //static Random rnd = new Random(); //static double[] _x = new double[M]; @@ -24,182 +24,221 @@ double x[] ={0}; double _x[M] = {0}; double w [M][M]={{0},{0}}; -char filename(void); + +void fileName(char *name_suffix); +double r2(void); +double rnd(void); double sum_array(double x[], int length); void direkterVorgaenger(void); void lokalerMittelWert(void); -double r2() -{ - return((rand() % 10000) / 10000.0); -} - -int rnd() -{ - double u; - u = r2(); - return u; -} int main(int argc, char **argv ) { + //init test_array, fill in weights by random int i = 0; for (i = 0; i < M; i++) { _x[i] += ((255.0 / M) * i); for (int k = 1; k < M; k++) { w[k][i] = rnd(); - //Console.WriteLine(String.Format("Weight: {0}", w[k, i])); } - } - + + // save plain test_array before math magic happened + char weightsBefore [] = "_weights.txt"; + fileName(&weightsBefore); + FILE *fp0 = fopen(weightsBefore,"wb+"); + for (i = 0; i < tracking; i++){ - for (int k = 1; k < tracking; k++) - { - const char *name = fileName(); - FILE *fp = fopen(*name,"wb+"); - File.AppendAllText("weights.txt", - String.Format("[{0}][{1}] {2}\n", k, i, Math.Round(w[k, i], 2).ToString()), - Encoding.UTF8); - } + for ( int k = 1; k < tracking; k++ ){ + fprintf(fp0, "[%f][%f] %.2f\n", k, i, w[k][i]); + } } - + fclose(fp0); + + + // math magic direkterVorgaenger(); - + + + // save test_array after math magic happened + char weightsAfter [] = "_weights_after.txt"; + fileName(&weightsAfter); + FILE *fp1 = fopen(weightsAfter,"wb+"); + for (i = 0; i < tracking; i++) { for (int k = 1; k < tracking; k++) { - File.AppendAllText("weights_after.txt", - String.Format("[{0}][{1}] {2}\n", k, i, Math.Round(w[k, i], 2).ToString()), - Encoding.UTF8); - } + fprintf(fp1, "[%f][%f] %.2f\n", k,i, w[k][i]); + } } - + fclose(fp1); getchar(); } -void lokalerMittelWert() -{ - int i; - for (i=1; i < M; i++){ - // while (x.Count + 1 < M) - double x_pred = 0.0; - double x_middle = (i > 0) ? sum_array(x,i) / i : 0; - double x_actual = _x[i]; - - for (int j = 1; j < i; j++) - { - x_pred += (w[j, i] * (x[i - j] - x_middle)); - } - x_pred += x_middle; - - //Console.WriteLine(String.Format("X_sum: {0}", x_middle)); - - printf("X_pred: {%f}", x_pred); - printf("X_actual: {%f}", x_actual); - - double x_error = x_actual - x_pred; - double x_square = 0; - - for (int k = 1; k <= i; k++) - { - x_square += pow(x[i - k], 2); - } - - for (int l = 1; l < i; l++) - { - w[l, i + 1] = w[l, i] + learnrate * x_error * (x[i - l] / x_square); - } - } -} -static void direkterVorgaenger() -{ - double x_error[M] = {0}; +/* + + =================================== + + lokalerMittelwert() + + + Variant (1/3), + substract local mean + + =================================== +*/ + +void lokalerMittelWert() { + + double xError[M]; // includes e(n) + memset(xError, 0, M);// initialize xError-array with Zero + int xCount = 0; // runtime var int i; - for(i = 0; i < M; i++) - //while (x.Count + 1 < M) - { - double x_pred = 0.0; - //double[] x_array = _x; - double x_actual = _x[i + 1]; - if (x.Count > 0) - { - for (int j = 1; j < i; j++) - { - x_pred += (w[j, i] * (_x[i - j] - _x[i - j - 1])); - } - x_pred += x[i - 1]; - - //Console.WriteLine(String.Format("X_sum: {0}", x_middle)); - - //Console.WriteLine(String.Format("X_pred: {0}", x_pred)); - File.AppendAllText("direkterVorgaenger.txt", - String.Format("{0}. X_pred {1}\n",x.Count, x_pred), - Encoding.UTF8); - //Console.WriteLine(String.Format("X_actual: {0}", x_actual)); - File.AppendAllText("direkterVorgaenger.txt", - String.Format("{0}. X_actual {1}\n", x.Count, x_actual), - Encoding.UTF8); - - x_error[x.Count] = x_actual - x_pred; - - //Console.WriteLine(String.Format("X_error: {0}", x_error)); - File.AppendAllText("direkterVorgaenger.txt", - String.Format("{0}. X_error {1}\n\n", x.Count, x_error), - Encoding.UTF8); - double x_square = 0; - - for (int k = 1; k < i; k++) - { - x_square += pow(_x[i - k] - _x[i - k - 1], 2); - } - //Console.WriteLine(String.Format("X_square: {0}", x_square)); - //File.AppendAllText("direkterVorgaenger.txt", - // String.Format("{0}. X_square {1}\n", x.Count, x_square), - // Encoding.UTF8); - //File.AppendAllText("x_array.txt", - // String.Format("{0}. X_array {1}\n", x.Count, x_array[x.Count - 1]), - // Encoding.UTF8); - for (int l = 1; l < i; l++) - { - w[l, i + 1] = w[l, i] + learnrate * x_error[i] * ((_x[i - l] - x_array[i - l - 1]) / x_square); - } + + + for (xCount = 1; xCount < M; xCount++){ // x_cout can not be zero + + //double xPartArray[xCount]; //includes all values at the size of runtime var + + double xMean = (xCount > 0) ? ( sum_array(_x, xCount) / xCount) : 0; + + double xPredicted = 0.0; + double xActual = _x[xCount + 1]; + + for ( i = 1; i < xCount; i++ ){ //get predicted value + xPredicted += (w[i][xCount] * (_x[xCount - i] - xMean)) ; + } + + xPredicted += xMean; + xError [xCount] = xActual - xPredicted; + + double xSquared = 0.0; + + for ( i = 1; i < xCount; i++ ){ //get x squared + xSquared =+ pow(_x[xCount-i],2); } + + for ( i - 1; i < xCount; i++ ){ //update weights + w[i][xCount+1] = w[i][xCount] + learnrate * xError[xCount] * (_x[xCount - i] / xSquared); + } } - int x_error_array_length = sizeof(error_array_length)/sizeof(error_array_length[0]) - double mittel = sum_array(x_error, x_error_array_length) / x_error_array_length; - double varianz = 0.0; - for (i = 0; i <= x_error_array_length; i++) - //foreach(double x_e in x_error) - { - varianz += pow(x_e - mittel, 2); + + int xErrorLength = sizeof(xError) / sizeof(xError[0]); + double mean = sum_array(xError, xErrorLength) / M; + double deviation = 0.0; + + // Mean square + for( i = 0; i < M-1; i++ ){ + deviation += pow( xError[i], 2 ); } - varianz /= x_error_array_length; - File.AppendAllText("ergebnisse.txt", - String.Format("Quadratische Varianz(x_error): {0}\n Mittelwert(x_error): {1}\n\n", varianz, mittel), - Encoding.UTF8); + deviation /= xErrorLength; + + + // write in file + char results [] = "_results.txt"; + fileName(&results); + FILE *fp2 = fopen(results, "wb+"); + fprintf(fp2, "quadr. Varianz(x_error): {%f}\nMittelwert:(x_error): {%f}\n\n", deviation, mean); + fclose(fp2); + } -char fileName(char *fname){ +/* + + =================================== + + direkterVorgaenger() + + + Variant (2/3), + substract direct predecessor + + =================================== +*/ + +void direkterVorgaenger() { + + double xError [M]; + int xCount = 0, i; + + // File handling + char direkterVorgaenger [] = "_direkterVorgaenger.txt"; + fileName(&direkterVorgaenger); + FILE *fp3 = fopen(direkterVorgaenger, "wb+"); + + for ( xCount = 1; xCount < M; xCount++ ){ + double xPredicted = 0.0; + double xActual = _x[xCount+1]; + + for ( i = 1; i < xCount; i++ ){ + xPredicted += ( w[i][xCount] * ( _x[xCount - i] - _x[xCount - i - 1])); + } + + xPredicted += _x[xCount-1]; + xError[xCount] = xActual - xPredicted; + + fprintf(fp3, "{%d}.\txPredicted{%f}\txActual{%f}\txError{%f}\n", xCount, xPredicted, xActual, xError[xCount]); + + + //get x squared + double xSquared = 0; + for ( i = 1; i < xCount; i++ ){ + xSquared += pow( _x[xCount - i] - _x[xCount - i - 1], 2); // substract direct predecessor + } + + for ( i = 1; x < xCount; i++){ + w[i][xCount+1] = w[i][xCount] + learnrate * xError[xCount] * ( ( _x[xCount - i - 1] ) / xSquared ); + } + } + int xErrorLength = sizeof(xError) / sizeof(xError[0]); + double mean = sum_array(xError, xErrorLength) / xErrorLength; + double deviation = 0.0; + + for ( i = 0; i < xErrorLength -1; i++ ){ + deviation += pow( xError[i] - mean, 2); + } + + + fprintf(fp3, "{%d}.\tLeast Mean Squared{%f}\tMean{%f}\n\n", xCount, deviation, mean); + fclose(fp3); +} + + +/* + + =================================== + + fileName() + + + generates filename with date for + logging purposes + + =================================== +*/ + +void fileName(char *name_suffix){ //filename char date[34]; //char name[13] = "_results.txt"; time_t now; now = time(NULL); strftime(date, 20, "%Y-%m-%d_%H_%M_%S", localtime(&now)); - strcpy(date,*fname); + strcpy(date, *name_suffix); //return &date[0]; - return date; + return; } + /* =================================== @@ -210,12 +249,13 @@ char fileName(char *fname){ sum of all elements in x within a defined length - ==================================== + =================================== */ double sum_array(double x[], int length){ //int length = 0; + int i = 0; double sum = 0.0; //length = sizeof(x)/sizeof(x[0]); for (i=0; i< length; i++){ @@ -223,3 +263,42 @@ double sum_array(double x[], int length){ } return sum; } + + +/* + + =================================== + + + r2() + + returns a double value between + 0 and 1 + + =================================== + +*/ +double r2() +{ + return((rand() % 10000) / 10000.0); +} + +/* + + =================================== + + + int rnd() + + fills a double variable with + random value and returns it + + =================================== + +*/ +double rnd() +{ + double u; + u = r2(); + return u; +} diff --git a/bin/NLMS_ANSI_C.exe 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