Bell System Technical Journal · 1966 · 204 citations · 16 references
EngineeringComputer EngineeringElectrical EngineeringAnalog ElectronicsDigital CommunicationInformation TheoryChannel CodingCoding TheoryDigital Signal ProcessingError Control CodingModulationSignal ProcessingCommunication Signal ProcessingDifferential Pulse-code ModulationDigital ModulationDigital SimulationPulse Code ModulationPulse ModulationQuantization NoiseSignal Modulation
Differential pulse code modulation (DPCM) and predictive quantizing are two names for a technique used to encode analog signals into digital pulses suitable for transmission over binary channels. It is the purpose of this paper to determine what kind of performance can be expected from well-designed systems of this type when used to encode television signals. Systems using both previous sample and previous line feedback are considered. A procedure is presented for the design of nonadaptive, time invariant systems which are near optimum in the sense that the resulting signal to unweighted quantizing noise ratios (S/N) are nearly maximum. Simple formulas are derived for these S/N ratios which apply to DPCM as well as standard PCM. Standard PCM is shown to be a special case of DPCM. These formulas are verified by digital computer simulation. Any advantage of DPCM stems from removing the redundancy from the signal to be transmitted. Redundancy in a signal, however, affords a certain protection against noise introduced in the transmission medium. The penalty for removing this redundancy, through DPCM or other means, is that the transmitted signal becomes more fragile and requires a higher-quality transmission medium than would otherwise be required. This penalty is discussed in quantitative terms.
16
Probability, Random Variables, and Stochastic Processes
Irwin Miller, Anthanasios Papoulis · Technometrics · 1966 · 6.5K citations
Engineering, Mathematics, Physics +14
Quantizing for minimum distortion
J. Max · IEEE Transactions on Information Theory · 1960 · 2.1K citations
W. R. Bennett · Bell System Technical Journal · 1948 · 970 citations
Peter Eliaš · IEEE Transactions on Information Theory · 1955 · 449 citations
Bernard M. Oliver, John R. Pierce, Claude E. Shannon · Proceedings of the IRE · 1948 · 276 citations