An entropy-constrained Trellis Coded Quantization (TCQ) scheme is pres
ented for encoding memoryless sources. A simple and state trellis is u
sed to encode the memoryless Gaussian source with mean-squared-error (
MSE) performance within about 0.5 dB of the rate-distortion function.
This performance is achieved at all non-negative encoding rates.