Whooping cough is an acute respiratory infectious disease in infants caused by Bordetella pertussis. Development of whole-cell pertussis (wP) vaccines in the 1940 s and acellular pertussis (aP) vaccines in the 1990 s reduced the incidence and mortality of pertussis because they induce both antibody and cell-mediated immune (CMI) responses. While these vaccines provide varying levels of protection against whooping cough, their effectiveness on blocking disease transmission is still questionable, warranting continuation of efforts in the development of improved pertussis vaccine formulations. In this review, we discuss the current progresses in improved vaccines including outer membrane vesicle (OMV) vaccine, DNA vaccines, nanoparticle vaccines, novel biofilm-associated antigens vaccine, live attenuated vaccines and novel non-toxic adjuvants capable of inducing both antibody and CMI responses. An overview of the above types of improved pertussis vaccines are provided in this paper.