Sigma Delta Converters are Not Really Hard to Understand


Can you please explain, simply, as to a Bear of Little Brain, how sigma-delta converters work?

RAQ:  Issue 13


By over-sampling, noise shaping and digital filtering. Athens is a beautiful city, with the ambiance of many millennia of history. I was walking round the Acropolis with Spiros, one of our Greek distributors, when he asked me how sigma-delta (Σ-Δ) converters work. "Sigma and delta are letters of our Greek alphabet," he exclaimed, "but every article I have seen about their operation is double dutch2 to me. They all start with several pages of partial differential equations and then go downhill from there."

If a voltage is measured many times, the average of the measurements will be more accurate than most individual measurements. This is "over-sampling." (Dither3 may be necessary to randomize the errors in the individual measurements.)

There is a definite theoretical minimum limit to the possible noise of an analog-to-digital converter (ADC). When an ADC samples a signal at a frequency of fs the digital output contains the signal and this "quantization noise" is usually spread evenly from dc to fs/2. By sampling at a higher rate of Kfs, the noise is spread over the wider band from dc to Kfs/2. If we then remove all the noise above fs/2 with a digital filter the signal-to-noise ratio (SNR) of the digital output is improved effectively improving the ADC resolution.

Normally the SNR increases with the square root of K, so very high sampling rates are necessary for useful increases in SNR. But a Σ-Δ modulator does not produce uniformly distributed quantization noise. Although the total noise is unaltered in a Σ-Δ system, most of it is at high frequencies (HF). This is known as noise shaping and permits much lower values of K.

If the digital output from the Σ-Δ modulator is filtered to remove HF, leaving the frequencies from dc to fs/2 (where the wanted signals are) then the SNR and resolution of the digital output are improved. A Σ-Δ ADC simply consists of a Σ-Δ modulator and a digital low-pass filter, both of which are easily made with modern high density digital technology. The principle of Σ-Δ ADCs has been known for more than 40 years, but the ability to build one on a chip is relatively recent.

"When you are a Bear of Very Little Brain and you think of Things, you find sometimes that a Thing which seemed very Thingish inside you is quite different when it gets out into the open and has other people looking at it." - AA Milne "The House at Pooh Corner"

2 Double dutch means gobbledygook

3 Dither - the addition of noise or some other AC signal in order to randomize errors.



James Bryant

James Bryant自1982年起担任ADI公司的欧洲应用经理,直至2009年退休为止。至今仍从事撰写和咨询工作。他拥有英国利兹大学的物理学和哲学学位,同时还是注册工程师(C.Eng.)、欧洲注册工程师(EurEng.)、电机工程师协会会员(MIET)以及对外广播新闻处(FBIS)会员。除了热情钻研工程学外,他还是一名无线电爱好者,他的呼叫代号是G4CLF。