This correspondence builds on the asymptotic closed-loop approach to predic
tive vector quantizer design [1], and extends it to the design of predictiv
e multistage vector quantizers for low bit rate video coding. The design ap
proach resolves longstanding shortcomings, in particular, design stability
and empty-cell problems. Simulation results show substantial gains over tra
ditional design approaches.