def formation(self):
        '''
        formation control algorithm
        '''
        ready = True
        for rc in self.rotorcrafts:
            if not rc.initialized:
                if self.verbose:
                    print("Waiting for state of rotorcraft ", rc.id)
                    sys.stdout.flush()
                ready = False
            if rc.timeout > 0.5:
                if self.verbose:
                    print("The state msg of rotorcraft ", rc.id, " stopped")
                    sys.stdout.flush()
                ready = False
            if rc.initialized and 'geo_fence' in list(self.config.keys()):
                geo_fence = self.config['geo_fence']
                if not self.ignore_geo_fence:
                    if (rc.X[0] < geo_fence['x_min']
                            or rc.X[0] > geo_fence['x_max']
                            or rc.X[1] < geo_fence['y_min']
                            or rc.X[1] > geo_fence['y_max']
                            or rc.X[2] < geo_fence['z_min']
                            or rc.X[2] > geo_fence['z_max']):
                        if self.verbose:
                            print("The rotorcraft", rc.id,
                                  " is out of the fence (", rc.X, ", ",
                                  geo_fence, ")")
                            sys.stdout.flush()
                        ready = False

        if not ready:
            return

        dim = 2 * len(self.rotorcrafts)
        X = np.zeros(dim)
        V = np.zeros(dim)
        U = np.zeros(dim)

        i = 0
        for rc in self.rotorcrafts:
            X[i] = rc.X[0]
            X[i + 1] = rc.X[1]
            V[i] = rc.V[0]
            V[i + 1] = rc.V[1]
            i = i + 2

        Bb = la.kron(self.B, np.eye(2))
        Z = Bb.T.dot(X)
        Dz = rf.make_Dz(Z, 2)
        Dzt = rf.make_Dzt(Z, 2, 1)
        Dztstar = rf.make_Dztstar(self.d * self.scale, 2, 1)
        Zh = rf.make_Zh(Z, 2)
        E = rf.make_E(Z, self.d * self.scale, 2, 1)

        # Shape and motion control
        jmu_t1 = self.joystick.trans * self.t1[0, :]
        jtilde_mu_t1 = self.joystick.trans * self.t1[1, :]
        jmu_r1 = self.joystick.rot * self.r1[0, :]
        jtilde_mu_r1 = self.joystick.rot * self.r1[1, :]
        jmu_t2 = self.joystick.trans2 * self.t2[0, :]
        jtilde_mu_t2 = self.joystick.trans2 * self.t2[1, :]
        jmu_r2 = self.joystick.rot2 * self.r2[0, :]
        jtilde_mu_r2 = self.joystick.rot2 * self.r2[1, :]

        Avt1 = rf.make_Av(self.B, jmu_t1, jtilde_mu_t1)
        Avt1b = la.kron(Avt1, np.eye(2))
        Avr1 = rf.make_Av(self.B, jmu_r1, jtilde_mu_r1)
        Avr1b = la.kron(Avr1, np.eye(2))
        Avt2 = rf.make_Av(self.B, jmu_t2, jtilde_mu_t2)
        Avt2b = la.kron(Avt2, np.eye(2))
        Avr2 = rf.make_Av(self.B, jmu_r2, jtilde_mu_r2)
        Avr2b = la.kron(Avr2, np.eye(2))

        Avb = Avt1b + Avr1b + Avt2b + Avr2b
        Avr = Avr1 + Avr2

        if self.B.size == 2:
            Zhr = np.array([-Zh[1], Zh[0]])
            U = -self.k[1] * V - self.k[0] * Bb.dot(Dz).dot(Dzt).dot(
                E) + self.k[1] * (Avt1b.dot(Zh) + Avt2b.dot(Zhr)) + np.sign(
                    jmu_r1[0]) * la.kron(
                        Avr1.dot(Dztstar).dot(self.B.T).dot(Avr1),
                        np.eye(2)).dot(Zhr)
        else:
            U = -self.k[1] * V - self.k[0] * Bb.dot(Dz).dot(Dzt).dot(
                E) + self.k[1] * Avb.dot(Zh) + la.kron(
                    Avr.dot(Dztstar).dot(self.B.T).dot(Avr), np.eye(2)).dot(Zh)

        if self.verbose:
            #print "Positions: " + str(X).replace('[','').replace(']','')
            #print "Velocities: " + str(V).replace('[','').replace(']','')
            #print "Acceleration command: " + str(U).replace('[','').replace(']','')
            print("Error distances: " +
                  str(E).replace('[', '').replace(']', ''))
            sys.stdout.flush()

        i = 0
        for ac in self.rotorcrafts:
            msg = PprzMessage("datalink", "DESIRED_SETPOINT")
            msg['ac_id'] = ac.id
            msg['flag'] = 0  # full 3D not supported yet
            msg['ux'] = U[i]
            msg['uy'] = U[i + 1]
            msg['uz'] = self.altitude
            self._interface.send(msg)
            i = i + 2
Esempio n. 2
0
    def formation(self):
        '''
        formation control algorithm
        '''
        ready = True
        for rc in self.rotorcrafts:
            if not rc.initialized:
                if self.verbose:
                    print("Waiting for state of rotorcraft ", rc.id)
                    sys.stdout.flush()
                ready = False
            if rc.timeout > 0.5:
                if self.verbose:
                    print("The state msg of rotorcraft ", rc.id, " stopped")
                    sys.stdout.flush()
                ready = False
            if rc.initialized and 'geo_fence' in self.config.keys():
                geo_fence = self.config['geo_fence']
                if not self.ignore_geo_fence:
                    if (rc.X[0] < geo_fence['x_min'] or rc.X[0] > geo_fence['x_max']
                            or rc.X[1] < geo_fence['y_min'] or rc.X[1] > geo_fence['y_max']
                            or rc.X[2] < geo_fence['z_min'] or rc.X[2] > geo_fence['z_max']):
                        if self.verbose:
                            print("The rotorcraft", rc.id, " is out of the fence (", rc.X, ", ", geo_fence, ")")
                            sys.stdout.flush()
                        ready = False

        if not ready:
            return

        dim = 2 * len(self.rotorcrafts)
        X = np.zeros(dim)
        V = np.zeros(dim)
        U = np.zeros(dim)

        i = 0
        for rc in self.rotorcrafts:
            X[i] = rc.X[0]
            X[i+1] = rc.X[1]
            V[i] = rc.V[0]
            V[i+1] = rc.V[1]
            i = i + 2


        Bb = la.kron(self.B, np.eye(2))
        Z = Bb.T.dot(X)
        Dz = rf.make_Dz(Z, 2)
        Dzt = rf.make_Dzt(Z, 2, 1)
        Dztstar = rf.make_Dztstar(self.d * self.scale, 2, 1)
        Zh = rf.make_Zh(Z, 2)
        E = rf.make_E(Z, self.d * self.scale, 2, 1)

        # Shape and motion control
        jmu_t1 = self.joystick.trans * self.t1[0,:]
        jtilde_mu_t1 = self.joystick.trans * self.t1[1,:]
        jmu_r1 = self.joystick.rot * self.r1[0,:]
        jtilde_mu_r1 = self.joystick.rot * self.r1[1,:]
        jmu_t2 = self.joystick.trans2 * self.t2[0,:]
        jtilde_mu_t2 = self.joystick.trans2 * self.t2[1,:]
        jmu_r2 = self.joystick.rot2 * self.r2[0,:]
        jtilde_mu_r2 = self.joystick.rot2 * self.r2[1,:]

        Avt1 = rf.make_Av(self.B, jmu_t1, jtilde_mu_t1)
        Avt1b = la.kron(Avt1, np.eye(2))
        Avr1 = rf.make_Av(self.B, jmu_r1, jtilde_mu_r1)
        Avr1b = la.kron(Avr1, np.eye(2))
        Avt2 = rf.make_Av(self.B, jmu_t2, jtilde_mu_t2)
        Avt2b = la.kron(Avt2, np.eye(2))
        Avr2 = rf.make_Av(self.B, jmu_r2, jtilde_mu_r2)
        Avr2b = la.kron(Avr2, np.eye(2))

        Avb = Avt1b + Avr1b + Avt2b + Avr2b
        Avr = Avr1 + Avr2

        if self.B.size == 2:
            Zhr = np.array([-Zh[1],Zh[0]])
            U = -self.k[1]*V - self.k[0]*Bb.dot(Dz).dot(Dzt).dot(E) + self.k[1]*(Avt1b.dot(Zh) + Avt2b.dot(Zhr)) + np.sign(jmu_r1[0])*la.kron(Avr1.dot(Dztstar).dot(self.B.T).dot(Avr1), np.eye(2)).dot(Zhr)
        else:
            U = -self.k[1]*V - self.k[0]*Bb.dot(Dz).dot(Dzt).dot(E) + self.k[1]*Avb.dot(Zh) + la.kron(Avr.dot(Dztstar).dot(self.B.T).dot(Avr), np.eye(2)).dot(Zh)

        if self.verbose:
            #print "Positions: " + str(X).replace('[','').replace(']','')
            #print "Velocities: " + str(V).replace('[','').replace(']','')
            #print "Acceleration command: " + str(U).replace('[','').replace(']','')
            print "Error distances: " + str(E).replace('[','').replace(']','')
            sys.stdout.flush()

        i = 0
        for ac in self.rotorcrafts:
            msg = PprzMessage("datalink", "DESIRED_SETPOINT")
            msg['ac_id'] = ac.id
            msg['flag'] = 0 # full 3D not supported yet
            msg['ux'] = U[i]
            msg['uy'] = U[i+1]
            msg['uz'] = self.altitude
            self._interface.send(msg)
            i = i+2