  In this paper, we study the performance of the PCM scheme with linear
quantization rule for quantizing finite unit-norm tight frame expansions for
$\R^d$ and derive the PCM quantization error without the White Noise
Hypothesis. We prove that for the class of unit norm tight frames derived from
uniform frame paths the quantization error has an upper bound of
$O(\delta^{3/2})$ regardless of the frame redundancy. This is achieved using
some of the techniques developed by G\"{u}nt\"{u}rk in his study of Sigma-Delta
quantization. Using tools of harmonic analysis we show that this upper bound is
sharp for $d=2$. A consequence of this result is that, unlike with Sigma-Delta
quantization, the error for PCM quantization in general does not diminish to
zero as one increases the frame redundancy. We extend the result to high
dimension and show that the PCM quantization error has an upper bound
$O(\delta^{(d+1)/2})$ for asymptopitcally equidistributed unit-norm tight frame
of $\R^{d}$.
