This paper discusses the design of a combined backstepping/Lyapunov controller for the attitude and velocity control of an unmanned, unstable, fin-less airship. The controller includes a quadratic optimization algorithm to find the optimal thruster commands, as the airship actuation has more degrees of freedom than the motion controlled. The paper also describes the setup of a simulation to validate the controller performance including detailed modeling of sensor noise, computational delays and actuation dynamics. Using this simulation, the controller performance is validated for two different wind conditions, and compared to the performance of a simple PID controller. The controller is found to perform well in both wind conditions and to exhibit a better tracking performance than the PID-controller.Nomenclature a x,D , a z,D Desired acceleration along body x-axis and z-axisVector from the airship's center of buoyancy to the center of gravity [ c x c y c z ] T c ij Tuning parameters of the attitude controller (i = a) and the velocity controller (i = v) C × ∈ R 3×3 Matrix representing the cross product c× f , f T , f V Sum of forces vector, thruster forces vector, viscous forces vector F i Thrust force of the i-th thruster g Gravitational acceleration hDiscrete sampling timeTotal mass of the airship (including mass of the lifting gas) m D Mass of the air displaced by the airship M a ∈ R 3×3 Apparent mass matrix (M a = mI + A m ) with the diagonal entries m ax , m ay , m az M a ∈ R 6×6 Generalized apparent mass matrixdiagonal entries m Dax , m Day , m Daz n, n T , n V Sum of moments vector, thruster moments vector, viscous moments vector q Attitude quaternion [ q 0 q 1 q 2 q 3 ] T Q ω ∈ R 4×3 Matrix to transform the angular rate vector to the quaternion derivative R ∈ R 3×3 Direction cosine matrix r b Position vector of the body frame origin/center of buoyancy [ r b,n r b,e r b,d ] T r T i Position vector of the i-th thruster [ r T i,x r T i,y r T i,z ] T v Airship inertial velocity vector [ u v w ] T v a , v w Airship airspeed vector, wind velocity vector V Volume of the airship hull V i Control Lyapunov function (for i=1,2,v)