“…Since this modified structure is more constrained than the general structure, its performance may be degraded. However, the design of the noisy WZ scalar quantizers at each subband, for instance using the extension of the Lloyd algorithm in [8], may be simpler than the implementation of a nonlinear vector estimatorx Z (z), or a noisy WZ vector quantizer operating directly on the noisy observation vector.…”