Esempio n. 1
0
void qrot() {

    double a[4], b[4], c1[4], c2[4];
    aa_vrand( 4, a );
    aa_vrand( 4, b );
    aa_tf_qnormalize(a);
    aa_tf_qnormalize(b);


    aa_tf_qrot(a,b,c1);
    aa_vecm_qrot(a,b,c2);
    aveq( "qrot-equal", 3, c1, c2, .0001 );

    aa_tick("qrot non-vec: ");
    for( size_t i = 0; i < N; i ++ ) {
        aa_tf_qrot(a,b,c1);
    }
    aa_tock();

    aa_tick("qrot vec: ");
    for( size_t i = 0; i < N; i ++ ) {
        aa_vecm_qrot(a,b,c1);
    }
    aa_tock();

}
Esempio n. 2
0
void duqumul() {

    double q0[4], q1[4];
    double v0[3], v1[3];
    double d0[8], d1[8];
    double ra[8], rb[8];
    aa_vrand( 4, q0 );
    aa_vrand( 4, q1 );
    aa_tf_qnormalize(q0);
    aa_tf_qnormalize(q1);
    aa_vrand( 3, v0 );
    aa_vrand( 3, v1 );
    aa_tf_qv2duqu( q0, v0, d0 );
    aa_tf_qv2duqu( q1, v1, d1 );

    aa_tf_duqu_mul(q0,q1,ra);
    aa_vecm_duqu_mul(q0,q1,rb);
    aveq( "duqu_mul-equal", 8, ra, rb, .0001 );

    aa_tick("duqu-mul non-vec: ");
    for( size_t i = 0; i < N; i ++ ) {
        aa_tf_duqu_mul(d0,d1,ra);
    }
    aa_tock();

    aa_tick("duqu-mul vec: ");
    for( size_t i = 0; i < N; i ++ ) {
        aa_vecm_duqu_mul(q0,q1,rb);
    }
    aa_tock();
}
Esempio n. 3
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void qmul() {
    double a[4], b[4], c1[4], c2[4];
    double va[4], vb[4];
    aa_vrand( 4, a );
    aa_vrand( 4, b );
    aa_tf_qnormalize(a);
    aa_tf_qnormalize(b);

    aa_vec_d4_st( va, aa_vec_d4_ld(a) );
    aa_vec_d4_st( vb, aa_vec_d4_ld(b) );
    aveq( "lda", 4, a, va, .000 );
    aveq( "ldb", 4, b, vb, .000 );


    aa_tf_qmul(a,b,c1);
    aa_vecm_qmul(a,b,c2);
    aveq( "quat-equal", 4, c1, c2, .0001 );
    aa_tick("qmul non-vec: ");
    for( size_t i = 0; i < N; i ++ ) {
        aa_tf_qmul(a,b,c1);
    }
    aa_tock();

    aa_tick("qmul vec: ");
    for( size_t i = 0; i < N; i ++ ) {
        aa_vecm_qmul(a,b,c1);
    }
    aa_tock();

}
Esempio n. 4
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void rel_q() {
    // random transforms
    double q0[4], qrel[4], q1[4];
    aa_vrand(4,q0);
    aa_vrand(4,q1);
    aa_tf_qnormalize(q0);
    aa_tf_qnormalize(q1);
    aa_tf_qcmul(q0, q1, qrel );

    // random velocity, point 0
    double dx0[3]={0}, dq0[4];
    aa_vrand(3,dx0);
    aa_tf_qvel2diff( q0, dx0, dq0 );

    // computed velocity, point 1
    double dq1[4], dx1[3];
    aa_tf_qmul( dq0, qrel, dq1 );
    aa_tf_qdiff2vel( q1, dq1, dx1 );

    // integrate both velocities
    double q0_1[4], q1_1[4];
    aa_tf_qsvel( q0, dx0, .1, q0_1 );
    aa_tf_qsvel( q1, dx1, .1, q1_1 );

    // new relative orientation
    double qrel_1[4];
    aa_tf_qcmul( q0_1, q1_1, qrel_1 );

    // check
    aveq("relq", 4, qrel, qrel_1, .000001);
}
Esempio n. 5
0
void tfmul() {

    double q0[4], q1[4];
    double T0[12], T1[12];
    double Ua[12], Ub[12];
    aa_vrand( 4, q0 );
    aa_vrand( 4, q1 );
    aa_tf_qnormalize(q0);
    aa_tf_qnormalize(q1);
    aa_tf_quat2rotmat( q0, T0 );
    aa_tf_quat2rotmat( q1, T1 );
    aa_vrand( 3, T0+9 );
    aa_vrand( 3, T1+9 );

    // cross
    aa_tf_12chain(T0,T1,Ua);
    aa_vecm_tfmul(T0,T1,Ub);
    aveq( "tfmul-equal", 12, Ua, Ub, .0001 );

    aa_tick("tfmul non-vec: ");
    for( size_t i = 0; i < N; i ++ ) {
        aa_tf_12chain(T0,T1,Ua);
    }
    aa_tock();

    aa_tick("tfmul vec: ");
    for( size_t i = 0; i < N; i ++ ) {
        aa_vecm_tfmul(T0,T1,Ub);
    }
    aa_tock();
}
Esempio n. 6
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static void slerp() {
    double q[4], qy[4], u, du;
    double dq1[4], dq2[4], dqy[4];
    aa_tf_qurand(q);
    u = aa_frand();
    du = aa_frand();
    aa_vrand(4,dq1);
    aa_vrand(4,dq2);

    aa_tf_qslerpchaindiff( u, du, q, dq1, q, dq2, qy, dqy );
    aveq("chaindiff equiv", 4, q, qy, 1e-6);
}
Esempio n. 7
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void rel_d() {
    // random transforms
    double q0[4], v0[3], q1[4], v1[4];
    aa_vrand(4,q0);
    aa_vrand(4,q1);
    aa_tf_qnormalize(q0);
    aa_tf_qnormalize(q1);
    aa_vrand(3,v0);
    aa_vrand(3,v1);

    // dual quat transforms
    double d0[8], drel[8], d1[8], d1p[8];
    aa_tf_qv2duqu(q0,v0, d0);
    aa_tf_qv2duqu(q1,v1, d1);
    // d0 * drel = d1
    // drel = conj(d0) * d1
    aa_tf_duqu_cmul( d0, d1, drel );
    aa_tf_duqu_mul( d0, drel, d1p );
    aveq("duqu-relmul", 8, d1, d1p, .001 );

    // random velocity
    double dx0[6], dd0[8];
    aa_vrand(6,dx0);
    aa_tf_duqu_vel2diff(d0, dx0, dd0);

    // second velocity
    // d1 = d0*drel
    // d1/dt = d0/dt * drel + d0 * drel/dt, and drel/dt = 0
    double dd1[8];
    aa_tf_duqu_mul( dd0, drel, dd1 );

    // integrate
    double d0_1[8], d1_1[8];
    double dt = .1;
    aa_tf_duqu_sdiff( d0, dd0, dt, d0_1 );
    aa_tf_duqu_sdiff( d1, dd1, dt, d1_1 );
    aa_tf_duqu_normalize( d0_1 );
    aa_tf_duqu_normalize( d1_1 );

    // new relative
    double drel_1[8];
    // drel = d0*inv(d1)
    aa_tf_duqu_cmul( d0_1, d1_1, drel_1 );

    // twist
    double d0_1t[8], d1_1t[8], drel_1t[8];
    aa_tf_duqu_svel( d0, dx0, dt, d0_1t );
    aa_tf_duqu_sdiff( d1, dd1, dt, d1_1t );
    aa_tf_duqu_cmul( d0_1t, d1_1t, drel_1t );

    // check
    aveq("rel_d", 8, drel, drel_1t, 1e-6);
}
Esempio n. 8
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void qvmul(void)  {
    double q[4], v[4], r1[4], r2[4];
    aa_vrand( 3, v );
    v[3] = 0;
    aa_vrand( 4, q );

    aa_tf_qmul_qv( q, v, r1);
    aa_tf_qmul(  q, v, r2);
    aveq( "qmul_qv", 4, r1, r2, 1e-7 );

    aa_tf_qmul_vq( v, q, r1);
    aa_tf_qmul(  v, q, r2);
    aveq( "qmul_v", 4, r1, r2, 1e-7 );
}
Esempio n. 9
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static void rotmat(double *q) {
    //double q[4], R[9], w[3], dR[9], dRw[3];
    //aa_tf_qurand( q );
    double R[9], w[3], dR[9], dRw[3];
    aa_vrand( 3, w );
    aa_tf_quat2rotmat(q, R);
    aa_tf_rotmat_vel2diff( R, w, dR );
    aa_tf_rotmat_diff2vel( R, dR, dRw );
    aveq("rotmat-vel", 3, w, dRw, 1e-6 );


}
Esempio n. 10
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static void tfmat() {
    double v[6], evR[9], ev[12], lneR[3], lne[6];
    aa_vrand( 6, v );

    aa_tf_tfmat_expv( v, ev );
    aa_tf_rotmat_expv( v+3, evR );
    aveq( "rotmat-tfmat-exp", 9, evR, ev, 1e-6 );
    aa_tf_tfmat_lnv( ev, lne );
    aa_tf_rotmat_lnv( evR, lneR );

    aveq( "rotmat-exp-ln", 3, v+3, lneR, 1e-6 );
    aveq( "tfmat-exp-ln", 6, v, lne, 1e-6 );
}
Esempio n. 11
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void cross() {

    double a[3], b[3], c1[3], c2[3];
    aa_vrand( 3, a );
    aa_vrand( 3, b );

    // cross
    aa_tf_cross(a,b,c1);
    aa_vecm_cross(a,b,c2);
    aveq( "cross-equal", 3, c1, c2, .0001 );

    aa_tick("cross non-vec: ");
    for( size_t i = 0; i < N; i ++ ) {
        aa_tf_cross(a,b,c1);
    }
    aa_tock();

    aa_tick("cross vec: ");
    for( size_t i = 0; i < N; i ++ ) {
        aa_vecm_cross(a,b,c1);
    }
    aa_tock();
}
Esempio n. 12
0
int main( void ) {
    // init
    time_t seed = time(NULL);
    printf("seed: %ld\n", seed);
    srand((unsigned int)seed); // might break in 2038
    aa_test_ulimit();

    for( size_t i = 0; i < 1000; i++ ) {
        /* Random Data */
        static const size_t k=2;
        double E[2][7], S[2][8], T[2][12], dx[2][6];
        for( size_t j = 0; j < k; j ++ ) {
            rand_tf(E[j], S[j], T[j]);
            aa_vrand(6,dx[j]);
        }
        //printf("%d\n",i);
        /* Run Tests */
        rotvec(E[0]);
        euler(dx[0]);
        euler1(dx[0]);
        eulerzyx(E[0]);
        chain(E,S,T);
        quat(E);
        duqu();
        rel_q();
        rel_d();
        slerp();
        theta2quat();
        rotmat(E[0]);
        tfmat();
        tfmat_inv(T[0]);
        mzlook(dx[0]+0, dx[0]+3, dx[1]+0);
        integrate(E[0], S[0], T[0], dx[0]);
        tf_conj(E, S);
        qdiff(E,dx);
    }


    return 0;
}
Esempio n. 13
0
static void duqu() {

    // random tf
    aa_tf_tfmat_t T;
    aa_tf_duqu_t H;
    double E[7];
    double S_ident[8] = AA_TF_DUQU_IDENT_INITIALIZER;
    double Q_ident[4] = AA_TF_QUAT_IDENT_INITIALIZER;
    double v_ident[3] = {0};
    double p0[3];
    rand_tf( E, H.data, T.data );
    aa_vrand( 3, p0 );

    {
        double A[8], B[8];
        aa_vrand(8,A);
        aa_vrand(8,B);
        // mul
        {
            double A_L[8*8], B_R[8*8];
            double C[8], Cl[8], Cr[8];
            aa_tf_duqu_mul(A,B,C);

            aa_tf_duqu_matrix_l(A, A_L, 8);
            cblas_dgemv( CblasColMajor, CblasNoTrans, 8, 8,
                         1.0, A_L, 8,
                         B, 1,
                         0, Cl, 1 );

            aveq( "duqu-mul-L", 8, C, Cl, 1e-6 );

            aa_tf_duqu_matrix_r(B, B_R, 8);
            cblas_dgemv( CblasColMajor, CblasNoTrans, 8, 8,
                         1.0, B_R, 8,
                         A, 1,
                         0, Cr, 1 );
            aveq( "duqu-mul-R", 8, C, Cr, 1e-6 );
        }
        // add / sub
        {
            double Ca[8], Cs[8], mB[8];

            for( size_t i = 0; i < 8; i ++ ) mB[i] = -B[i];
            aa_tf_duqu_add(A,B,Ca);
            aa_tf_duqu_sub(A,mB,Cs);
            aveq( "duqu-add-sub", 8, Ca, Cs, 1e-6 );

            double Cra[4], Crs[4];
            double Cda[4], Cds[4];
            aa_tf_duqu_sub(A,B,Cs);
            aa_tf_qadd(A+AA_TF_DUQU_REAL, B+AA_TF_DUQU_REAL,Cra);
            aa_tf_qadd(A+AA_TF_DUQU_DUAL, B+AA_TF_DUQU_DUAL,Cda);
            aa_tf_qsub(A+AA_TF_DUQU_REAL, B+AA_TF_DUQU_REAL,Crs);
            aa_tf_qsub(A+AA_TF_DUQU_DUAL, B+AA_TF_DUQU_DUAL,Cds);

            aveq( "duqu-qadd-real", 4, Cra, Ca+AA_TF_DUQU_REAL, 1e-6);
            aveq( "duqu-qadd-dual", 4, Cda, Ca+AA_TF_DUQU_DUAL, 1e-6);

            aveq( "duqu-qsub-real", 4, Crs, Cs+AA_TF_DUQU_REAL, 1e-6);
            aveq( "duqu-qsub-dual", 4, Cds, Cs+AA_TF_DUQU_DUAL, 1e-6);
        }
    }

    //double q[4], v[3], p0[3];
    //aa_vrand( 3, v );
    //aa_tf_qurand( q );
    //AA_MEM_SET( v, 0, 3 );

    // tfmat
    //aa_tf_quat2rotmat(q, T.R);
    //AA_MEM_CPY( &T.t.x, v, 3 );

    // dual quat
    //aa_tf_qv2duqu( q, v, H.data );
    //aa_tf_qv2duqu( aa_tf_quat_ident, v, H_tran.data );

    // check trans
    double hv[3];
    aa_tf_duqu_trans(H.data, hv);
    aveq("duqu-trans", 3, T.v.data, hv, .001 );

    //double nreal,ndual;
    //aa_tf_duqu_norm( H.data, &nreal, &ndual );
    //printf("norm: %f + %f \\epsilon \n", nreal, ndual );

    // transform points
    double p1H[3], p1qv[3], p1T[3];
    aa_tf_12( T.data, p0, p1T );
    aa_tf_tf_qv( H.real.data, T.v.data, p0, p1qv );
    aa_tf_tf_duqu(  H.data, p0, p1H );

    aveq( "tf-qv",   3, p1T, p1qv, .001 );
    aveq( "tf-duqu", 3, p1T, p1H, .001 );

    // conjugate
    {

        double S_conj[8];
        double qv_conj[7], E_conj[7];
        double SSc[8], EEc[7];
        double Scv[3];

        aa_tf_duqu_conj(H.data, S_conj);
        aa_tf_qv_conj(H.real.data, T.v.data, qv_conj, qv_conj+4);
        aa_tf_qutr_conj(E, E_conj);

        aa_tf_duqu_trans(S_conj, Scv);

        aveq( "duqu/qutr conj q", 4, S_conj, E_conj, 1e-6 );
        aveq( "duqu/qv conj q", 4, S_conj, qv_conj, 1e-6 );
        aveq( "duqu/qutr conj v", 3, Scv, E_conj+4, 1e-6 );
        aveq( "duqu/qv conj v", 3, Scv, qv_conj+4, 1e-6 );

        aa_tf_duqu_mul( H.data, S_conj, SSc );
        aa_tf_qv_chain( H.real.data, T.v.data, qv_conj, qv_conj+4, EEc, EEc+4 );

        aveq( "duqu conj", 8, SSc, S_ident, 1e-6 );
        aveq( "qv conj q", 4, EEc, Q_ident, 1e-6 );
        aveq( "qv conj v", 3, EEc+4, v_ident, 1e-6 );
    }

    // derivative
    {
        double dx[6], dd[8], dq[4];
        aa_vrand(6, dx);
        double dt = aa_frand() / 100;
        aa_tf_duqu_vel2diff( H.data, dx, dd );
        aa_tf_qvel2diff( H.real.data, dx+3, dq );

        // back to velocity
        double dx1[6];
        aa_tf_duqu_diff2vel( H.data, dd, dx1 );
        aveq( "duqu-vel invert", 6, dx, dx1, .001 );

        // integrate
        double H1[8], q1[4], v1[3], H1qv[8];
        double H1_sdd[8], H1_sdx[8];
        for( size_t i = 0; i < 8; i ++ ) H1[i] = H.data[i] + dd[i]*dt; // some numerical error here...
        for( size_t i = 0; i < 3; i ++ ) v1[i] = T.v.data[i] + dx[i]*dt;
        aa_tf_duqu_normalize( H1 );
        aa_tf_qsvel( H.real.data, dx+3, dt, q1 );
        aa_tf_qv2duqu( q1, v1, H1qv );
        aveq( "duqu-vel_real", 4, dq, dd, .001 );
        aveq( "duqu-vel-int real", 4, H1, H1qv, .001 );
        aveq( "duqu-vel-int dual", 4, H1+4, H1qv+4, .001 );
        aa_tf_duqu_svel( H.data, dx, dt, H1_sdx );
        aa_tf_duqu_sdiff( H.data, dd, dt, H1_sdd );
        aveq( "duqu-int vel", 8, H1qv, H1_sdx, .001 );
        aveq( "duqu-int diff", 8, H1_sdx, H1_sdd, .0001 );

        /* // twist */
        double tw[8], dxtw[6];
        aa_tf_duqu_vel2twist(H.data, dx, tw );
        aa_tf_duqu_twist2vel(H.data, tw, dxtw );
        aveq( "duqu twist<->vel", 6, dx, dxtw, 1e-6 );


    }


    // exponential
    {
        double expd[8], lnexpd[8];
        aa_tf_duqu_exp(H.data, expd );
        aa_tf_duqu_ln( expd, lnexpd );
        aveq( "duqu-exp-ln", 8, H.data, lnexpd, .001 );
        aa_tf_duqu_ln( H.data, lnexpd );
        aa_tf_duqu_exp(lnexpd, expd );
        aveq( "duqu-ln-exp", 8, H.data, expd, .001 );
    }

    // Logarithm
    {
        double HI[8], HIln[8], dxi[6], dx0[6] = {0};
        aa_tf_duqu_mulc( H.data, H.data, HI );
        aa_tf_duqu_ln(HI, HIln);
        aa_tf_duqu_twist2vel(HI, HIln, dxi );
        aveq( "duqu ln 0 near", 6, dx0, dxi, .0001 );

        aa_tf_duqu_ln(aa_tf_duqu_ident, HIln);
        aa_tf_duqu_twist2vel(HI, HIln, dxi );
        aveq( "duqu ln 0 exact", 6, dx0, dxi, 0.0 );

    }
    // Pure translation
    {
        double S[8], v[3], v1[3];
        aa_vrand(3,v);
        aa_tf_xyz2duqu( v[0], v[1], v[2], S );
        aa_tf_duqu_trans(S, v1);
        aveq( "duqu trans orientation", 4, S, aa_tf_quat_ident, 0.0 );
        aveq( "duqu trans translation", 3, v, v1, 1e-6 );
    }
}
Esempio n. 14
0
static void quat(double E[2][7]) {
    double u;
    double *q1 = E[0];
    double *q2 = E[0];
    u = aa_frand();

    {
        double qg[4], qa[4];
        aa_tf_qslerp( u, q1, q2, qg );
        aa_tf_qslerpalg( u, q1, q2, qa );
        aveq("slerp", 4, qg, qa, .001 );

        double dqg[4], dqa[4];
        aa_tf_qslerpdiff( u, q1, q2, dqg );
        aa_tf_qslerpdiffalg( u, q1, q2, dqa );
        aveq("slerpdiff", 4, dqg, dqa, .001 );
    }

    // mul
    {
        double Ql[16], Qr[16];
        double y0[4], y1[4], y2[4];
        aa_tf_qmatrix_l(q1, Ql, 4);
        aa_tf_qmatrix_r(q2, Qr, 4);
        aa_tf_qmul(q1,q2, y0);
        cblas_dgemv( CblasColMajor, CblasNoTrans, 4, 4,
                     1.0, Ql, 4,
                     q2, 1,
                     0, y1, 1 );
        cblas_dgemv( CblasColMajor, CblasNoTrans, 4, 4,
                     1.0, Qr, 4,
                     q1, 1,
                     0, y2, 1 );
        aveq( "qmul-1", 4, y0, y1, 1e-6 );
        aveq( "qmul-2", 4, y0, y2, 1e-6 );
    }


    // average
    {
        double qq[8], p[4], s[4];
        AA_MEM_CPY( qq, q1, 4 );
        AA_MEM_CPY( qq+4, q2, 4 );
        double w[2] = {.5,.5};
        aa_tf_quat_davenport( 2, w, qq, 4, p );
        aa_tf_qslerp( .5, q1, q2, s );
        aa_tf_qminimize( p );
        aa_tf_qminimize( s );
        aveq("davenport-2", 4, p, s, 1e-4 );
    }

    double R1[9], R2[9], Rr[9], qr[4], qrr[4];
    aa_tf_quat2rotmat(q1, R1);
    aa_tf_quat2rotmat(q2, R2);
    aa_tf_9rel( R1, R2, Rr );
    aa_tf_qrel( q1, q2, qr );
    aa_tf_rotmat2quat( Rr, qrr );
    aa_tf_qminimize( qr );
    aa_tf_qminimize( qrr );
    aveq("qrel", 4, qr, qrr, .001 );

    // minimize
    {
        double qmin[4], axang[4];
        aa_tf_qminimize2( q1, qmin );
        test( "quat-minimize",  aa_feq( fabs(q1[3]), qmin[3], 0) );
        aa_tf_quat2axang( qmin, axang );
        test( "quat-minimize-angle",  fabs(axang[3]) <= M_PI );
    }

    // mulc
    {
        double q1c[4], q2c[4], t1[4], t2[4];
        aa_tf_qconj(q1, q1c);
        aa_tf_qconj(q2, q2c);

        aa_tf_qmul(q1,q2c,t1);
        aa_tf_qmulc(q1,q2,t2);
        aveq("qmulc", 4, t1, t2, .001 );

        aa_tf_qmul(q1c,q2,t1);
        aa_tf_qcmul(q1,q2,t2);
        aveq("qcmul", 4, t1, t2, .001 );
    }
    // conj. props
    {
        // p*q = conj(conj(q) * conj(p))
        double c1[4], c2[4], c2c1[4], cc2c1[4], q1q2[4];
        aa_tf_qconj(q1,c1);
        aa_tf_qconj(q2,c2);
        aa_tf_qmul(c2,c1,c2c1);
        aa_tf_qmul(q1,q2,q1q2);
        aa_tf_qconj(c2c1,cc2c1);
        aveq("conjprop", 4, q1q2, cc2c1, .0001);
    }
    // exp
    {
        double q1e[4], q1eln[4];
        aa_tf_qexp(q1, q1e);
        aa_tf_qln(q1e, q1eln);
        aveq("exp-log", 4, q1, q1eln, .00001 );
        aa_tf_qln(q1, q1eln);
        aa_tf_qexp(q1eln, q1e);
        aveq("log-exp", 4, q1, q1e, .00001 );
    }

    // diff
    double w[3]={0}, dq[4], wdq[3];
    aa_vrand( 3, w );
    aa_tf_qvel2diff( q1, w, dq );
    aa_tf_qdiff2vel( q1, dq, wdq );
    aveq("qveldiff", 3, w, wdq, .000001);

    // integrate

    double qn_rk1[4], qn_vrk1[4], qn_vrk4[4], qn_vexp[4], qn_dq[4], w0[3] = {0};
    double dt = .02;


    aa_tf_qrk1( q1, dq, dt, qn_rk1 );
    aa_tf_qvelrk1( q1, w, dt, qn_vrk1 );
    aa_tf_qvelrk4( q1, w, dt, qn_vrk4 );
    aa_tf_qsvel( q1, w, dt, qn_vexp );
    aa_tf_qsdiff( q1, dq, dt, qn_dq );
    aveq("qvelrk1", 4, qn_rk1, qn_vrk1, .001 );
    aveq("qvelrk4", 4, qn_rk1, qn_vrk4, .001 );
    aveq("qvelexp", 4, qn_vrk4, qn_vexp, .0001);
    aveq("qvelsdiff", 4, qn_vexp, qn_dq, .001 );
    aa_tf_qsvel( q1, w0, dt, qn_vexp );
    aveq("qvelsvel0", 4, q1, qn_vexp, .000 );

    {
        double Rb[9], qR[4];
        aa_tf_qsvel( q1, w, dt, qn_vexp );
        aa_tf_rotmat_svel( R1, w, dt, Rb );
        aa_tf_rotmat2quat( Rb, qR );
        aa_tf_qminimize( qn_vexp);
        aa_tf_qminimize( qR );
        aveq("rotmat_svel", 4, qn_vexp, qR, 1e-4 );
    }

    // vectors
    {
        double *v0 = E[0] + AA_TF_QUTR_T;
        double *v1 = E[1] + AA_TF_QUTR_T;
        double q[4], vp[3];

        // identify case
        aa_tf_vecs2quat( v0, v0, q);
        aveq( "vecs2quat-ident", 4, q, aa_tf_quat_ident, 1e-6 );

        // regular case
        aa_tf_vecs2quat( v0, v1, q);
        aa_tf_qrot(q,v0,vp);

        // normalize result
        {
            double n0 = sqrt(v0[0]*v0[0] + v0[1]*v0[1] + v0[2]*v0[2] );
            double n1 = sqrt(v1[0]*v1[0] + v1[1]*v1[1] + v1[2]*v1[2] );
            double vp1[3];
            for( size_t i = 0; i < 3; i ++ ) {
                vp1[i] = n0*v1[i] / n1;
            }

            aveq("vecs2quat", 3, vp, vp1, 1e-6 );
        }
        // inverted case
        double v0n[3] = {-v0[0], -v0[1], -v0[2]};
        aa_tf_vecs2quat( v0, v0n, q);
        aa_tf_qrot(q,v0,vp);
        {
            double n0 = sqrt(v0[0]*v0[0] + v0[1]*v0[1] + v0[2]*v0[2] );
            double n1 = sqrt(v0n[0]*v0n[0] + v0n[1]*v0n[1] + v0n[2]*v0n[2] );
            double vp1[3];
            for( size_t i = 0; i < 3; i ++ ) {
                vp1[i] = n0*v0n[i] / n1;
            }

            aveq("vecs2quat-degenerate", 3, vp, vp1, 1e-6 );
        }


    }
}