Delta modulation

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Principle of the delta PWM. The output signal (blue) is compared with the limits (green). Threspond to the reference signal (red), offset by a given value. Every time the output signal reaches one of the limits, the PWM signal changes state.

Delta modulation (DM or Δ-modulation) is an analog-to-digital and digital-to-analog signal conversion technique used for transmission of voice information where quality is not of primary importance. DM is the simplest form of differential pulse-code modulation (DPCM) where the difference between successive samples are encoded into n-bit data streams. In delta modulation, the transmitted data is reduced to a 1-bit data stream. Its main features are:

  • the analog signal is approximated with a series of segments
  • each segment of the approximated signal is compared to the original analog wave to determine the increase or decrease in relative amplitude
  • the decision process for establishing the state of successive bits is determined by this comparison
  • only the change of information is sent, that is, only an increase or decrease of the signal amplitude from the previous sample is sent whereas a no-change condition causes the modulated signal to remain at the same 0 or 1 state of the previous sample.

To achieve high signal-to-noise ratio, delta modulation must use oversampling techniques, that is, the analog signal is sampled at a rate several times higher than the Nyquist rate.

Derived forms of delta modulation are continuously variable slope delta modulation, delta-sigma modulation, and differential modulation. Differential pulse-code modulation is the super set of DM.

Principle[edit]

Rather than quantizing the absolute value of the input analog waveform, delta modulation quantizes the difference between the current and the previous step, as shown in the block diagram in Fig. 1.

Fig. 1 - Block diagram of a Δ-modulator/demodulator

The modulator is made by a quantizer which converts the difference between the input signal and the average of the previous steps. In its simplest form, the quantizer can be realized with a comparator referenced to 0 (two levels quantizer), whose output is 1 or 0 if the input signal is positive or negative. It is also a bit-quantizer as it quantizes only a bit at a time. The demodulator is simply an integrator (like the one in the feedback loop) whose output rises or falls with each 1 or 0 received. The integrator itself constitutes a low-pass filter.

Transfer characteristics[edit]

The transfer characteristics of a delta modulated system follows a signum function,as it quantizes only two levels and also one-bit at a time.

The two sources of noise in delta modulation are "slope overload", when steps are too small to track the original waveform, and "granularity", when steps are too large. But a 1971 study shows that slope overload is less objectionable compared to granularity than one might expect based solely on SNR measures.[1]

Output signal power[edit]

In delta modulation there is a restriction on the amplitude of the input signal, because if the transmitted signal have a large derivative (Abrupt changes) then modulated signal can not follow the input signal and Slope Overload occurs. Lets say if the input signal is

m(t)={A\cos (\omega t)}

Modulated Signal (Derivative of Input Signal) which is transmitted by the Modulator

|\dot{m}(t)|_{max}=\omega A

Whereas the condition to avoid Slope Overload is

|\dot{m}(t)|_{max}=\omega A<\sigma f_s

So Maximum Amplitude of Input signal can be

A_{max}={\sigma f_s \over \omega}

Where fs is Sampling Frequency and ω is the Frequency of the input Signal and σ is Step Size in Quantization. So Amax is the Maximum Amplitude that DM can transmit without causing the Slope Overload and the Power of Transmitted Signal depends on the Maximum Amplitude.

Bit-rate[edit]

If the communication channel is of limited bandwidth,there is the possibility of interference in either DM or PCM. Hence, 'DM' and 'PCM' operate at same bit-rate.[dubious ]

Adaptive delta modulation[edit]

Adaptive delta modulation (ADM) or continuously variable slope delta modulation (CVSD) is a modification of DM in which the step size is not fixed. Rather, when several consecutive bits have the same direction value, the encoder and decoder assume that slope overload is occurring, and the step size becomes progressively larger. Otherwise, the step size becomes gradually smaller over time. ADM reduces slope error,at the expense of increasing quantizing error.This error can be reduced by using a low pass filter. ADM provides robust performance in the presence of bit errors meaning error detection and correction are not typically used in an ADM radio design, this allows for a reduction in host processor workload (allowing a low-cost processor to be used).[2]

Applications[edit]

Contemporary applications of Delta Modulation includes, but is not limited to, recreating legacy synthesizer waveforms. With the increasing availability of FPGAs and game-related ASICs, sample rates are easily controlled so as to avoid slope overload and granularity issues. For example, the C64DTV used a 32 MHz sample rate, providing ample dynamic range to recreate the SID output to acceptable levels. [3]

SBS Application 24Kbps Delta Modulation[edit]

Delta Modulation was used by Satellite Business Systems or SBS for its voice ports to provide long distance phone service to large domestic corporations with a significant inter-corporation communications need (such as IBM). This system was in service throughout the 1980s. The voice ports used digitally implemented 24kbit/s Delta Modulation with Voice Activity Compression or VAC and Echo Suppressors to control the half second echo path through the satellite. They performed formal listening tests to verify the 24kbit/s Delta Modulator achieved full voice quality with no discernible degradation as compared to a high quality phone line or the standard 64kbit/s µ-law Companded PCM. This provided an eight to three improvement in satellite channel capacity. IBM developed the Satellite Communications Controller and the voice port functions.

The original proposal in 1974 used a state-of-the-art 24kbit/s Delta Modulator with a single integrator and a Shindler Compander modified for gain error recovery. This proved to have less than full phone line speech quality. In 1977one engineer with two assistants in the IBM Research Triangle Park, NC laboratory was assigned to improve the quality.

The final implementation replaced the integrator with a Predictor implemented with a two pole complex pair low pass filter designed to approximate the long term average speech spectrum. The theory was that ideally the integrator should be a predictor designed to match the signal spectrum. A nearly perfect Shindler Compander replaced the modified version. It was found the modified compander resulted in a less than perfect step size at most signal levels and the fast gain error recovery increased the noise as determined by actual listening tests as compared to simple signal to noise measurements. The final compander achieved a very mild gain error recovery due to the natural truncation rounding error caused by twelve bit arithmetic.

The complete function of Delta Modulation, VAC and Echo Control for six ports was implemented in a single digital integrated circuit chip with twelve bit arithmetic. A single DAC was shared by all six ports providing voltage compare functions for the modulators and feeding sample and hold circuits for the demodulator outputs. A single card held the chip, DAC and all the analog circuits for the phone line interface including transformers.

See also[edit]

Sources[edit]

  1. ^ N. S. Jayant and A. E. Rosenberg. "The Preference of Slope Overload to Granularity in the Delta Modulation of Speech". The Bell System Technical Journal, Volume 50, no. 10, December 1971. [url=http://bstj.bell-labs.com/BSTJ/images/Vol50/bstj50-10-3117.pdf]PDF[/url]; [url=http://web.archive.org/web/20110707222831/http://bstj.bell-labs.com/BSTJ/images/Vol50/bstj50-10-3117.pdf]Google cached HTML version</a>)
  2. ^ http://www.cmlmicro.com/adm-adaptive-delta-modulation/
  3. ^ Olsen, Mikkel Holm. 2011 November 16. Accessed 2013 June 29. http://symlink.dk/nostalgia/dtv/dtvsid/

External links[edit]