where b is an arbitrary real constant, is proposed in this paper. This system is shown integrable with its Lax pair, bi-Hamiltonian structure and infinitely many conservation laws. Geometrically, this system describes a non-trivial one-parameter family of pseudo-spherical surfaces. In the case b = 0, the peaked soliton (peakon) and multipeakon solutions to this two-component system are derived. In particular, the two-peakon dynamical system is explicitly solved and their interactions are investigated in details. Moreover, a new integrable cubic nonlinear equation with linear dispersionis obtained by imposing the complex conjugate reduction v = u * to the two-component system. The complex-valued N-peakon solution and kink wave solution to this complex equation are also derived.