How Delta-Sigma Adcs Work, Part 1

Texas Instruments Incorporated Data Acquisition How delta-sigma ADCs work, Part 1

By Bonnie Baker Signal Integrity Engineer Analog techniques have dominated signal processing for The DS converter’s primary internal cells are the DS years, but digital techniques are slowly encroaching into modu lator and the digital/decimation filter. The internal this domain. The design of delta-sigma (DS) analog-to- DS modulator shown in Figure 1 coarsely samples the digital converters (ADCs) is approximately three-quarters input signal at a very high rate into a 1-bit stream. The digital and one-quarter analog. DS ADCs are now ideal for digital/decimation filter then takes this sampled data and converting analog signals over a wide range of frequencies, converts it into a high-resolution, slower digital code. from DC to several megahertz. Basically, these converters While most converters have one sample rate, the DS con- consist of an oversampling modulator followed by a digital/ verter has two—the input sampling rate (fS) and the out- decimation filter that together produce a high-resolution put data rate (fD). data-stream output. This two-part article will look closely at the DS ADC’s core. Part 1 will explore the basic topology The DS modulator and function of the DS modulator, and Part 2 will explore The DS modulator is the heart of the DS ADC. It is respon- the basic topology and function of the digital/decimation sible for digitizing the analog input signal and reducing filter module. noise at lower frequencies. In this stage, the architecture implements a function called noise shaping that pushes low- DS converters: An overview frequency noise up to higher frequencies where it is outside The rudimentary DS converter is a 1-bit sampling system. the band of interest. Noise shaping is one of the reasons An analog signal applied to the input of the converter needs that DS converters are well-suited for low-frequency, high- to be relatively slow so the converter can sample it multiple accuracy measurements. times, a technique known as oversampling. The sampling The input signal to the DS modulator is a time-varying rate is hundreds of times faster than the digital results at analog voltage. With the earlier DS ADCs, this input-voltage the output ports. Each individual sample is accumulated signal was primarily for audio applications where AC signals over time and “averaged” with the other input-signal sam- were important. Now that attention has turned to precision ples through the digital/decimation filter. applications, conversion rates include DC signals. This dis- cussion will use a single cycle of a sine wave for illustration.

Figure 1. Block diagram of DS ADC

Sample Rate (fS) Analog ∆Σ Input Modulator fSD/ f = Decimation Ratio

Data Rate (fD)

Digital Digital Decimator Filter Output

Digital/Decimation Filter

Analog Applications Journal 3Q 2011 www.ti.com/aaj High-Performance Analog Products Data Acquisition Texas Instruments Incorporated

Figure 2. Input signal to the DS modulator

Input Input Amplitude Magnitude

Time Frequency

(a) Time domain (b) Frequency domain

Figure 2a shows a single cycle of a sine wave for the In this manner, the quantizing action of the DS modulator input of a DS modulator. This single cycle has voltage is produced at a high sample rate that is equal to that of ampli tude that changes with time. Figure 2b shows a the system clock. Like all quantizers, the DS modulator frequency-domain representation of the time-domain produces a stream of digital values that represent the signal in Figure 2a. The curve in Figure 2b represents the voltage of the input, in this case a 1-bit stream. As a result, continuous sine wave in Figure 2a and appears as a the ratio of the number of ones to zeros represents the straight line or a spur. input analog voltage. Unlike most quantizers, the DS There are two ways to look at the DS modulator—in modulator includes an integrator, which has the effect of the time domain (Figure 3) or in the frequency domain shaping the quantization noise to higher frequencies. (Figure 4). The time-domain block diagram in Figure 3 Consequently, the noise spectrum at the output of the shows the mechanics of a first-order DS modulator. The modulator is not flat. modulator converts the analog input signal to a high-speed, In the time domain, the analog input voltage and the out single-bit, modulated pulse wave. More importantly, the put of the 1-bit digital-to-analog converter (DAC) are differ frequency analysis in Figure 4 shows how the modulator entiated, providing an analog voltage at x2. This voltage is affects the noise in the system and facilitates the produc- presented to the integrator, whose output progresses in a tion of a higher-resolution result. negative or positive direction. The slope and direction of The DS modulator shown in Figure 3 acquires many the signal at x3 is dependent on the sign and magnitude of samples of the input signal to produce a stream of 1-bit the voltage at x2. At the time the voltage at x3 equals the codes. The system clock implements the sampling speed, comparator reference voltage, the output of the comparator fS, in conjunction with the modulator’s 1-bit comparator. switches from negative to positive, or positive to negative,

Figure 3. First-order DS modulator in the time domain

Difference f Analog Amplifier Integrator S Input e xi i + Output to x2 x3 + Digital Filter x4 yi – –

VREF Comparator (1-Bit ADC) x4 1-Bit DAC yi = xi – 1 + (ei – ei – 1)

High-Performance Analog Products www.ti.com/aaj 3Q 2011 Analog Applications Journal Texas Instruments Incorporated Data Acquisition

Figure 4. First-order DS modulator in the frequency domain

Sigma ei Delta (Integrator)

+ x 1-Sample 1-Bit y i Delay ADC i

Analog – Output to Input Digital Filter

Magnitude Signal

1-Bit DAC Frequency fS Quantization Noise

depending on its original state. The output value of the Figure 4 also shows that the combination of the integra- comparator, x4, is clocked back into the 1-bit DAC, as well tor and sampling strategy implements a noise-shaping filter as clocked out to the digital filter stage, yi. At the time that on the digital output code. In the frequency domain, the the output of the comparator switches from high to low or time-domain output pulses appear as the input signal vice versa, the 1-bit DAC responds by changing the analog (or spur) and shaped noise. The noise characteristics in output voltage of the difference amplifier. This creates a Figure 4 are the key to understanding the modulator’s different output voltage at x2, causing the integrator to pro frequency operation and the ability of the DS ADC to gress in the opposite direction. This time-domain output achieve such high resolution. signal is a pulse-wave representation of the input signal at The noise in the modulator is moved out to higher fre- the sampling rate (fS). If the output pulse train is averaged, quencies. Figure 4 shows that the quantization noise for a it equals the value of the input signal. first-order modulator starts low at zero hertz, rises rapidly, The discrete-time block diagram in Figure 3 also shows and then levels off at a maximum value at the modulator’s the time-domain transfer function. In the time domain, the sampling frequency (fS). 1-bit ADC digitizes the signal to a coarse, 1-bit output code Using a circuit that integrates twice instead of just once that produces the quantization noise of the converter. The is a great way to lower the modulator’s in-band quantization output of the modulator is equal to the input plus the noise. Figure 5 shows a 1-bit, second-order modulator that quan tization noise, ei – ei – 1. As this formula shows, the has two integrators instead of one. With this second-order quantization noise is the difference between the current modulator example, the noise term depends on not just quantization error (ei) and the previous quantization error the previous error but the previous two errors. (ei – 1). Figure 4 illustrates the frequency location of this Some of the disadvantages of the second- or multi-order quantization noise. modulators include increased complexity, multiple loops,

Figure 5. Block diagram of a second-order DS modulator

Integrator Integrator 1-Bit ADC OUT IN + + Σ Σ xi yi – –

1-Bit DAC

yi = xi – 1 + (ei – 2ei – 1 + ei – 2)

Analog Applications Journal 3Q 2011 www.ti.com/aaj High-Performance Analog Products Data Acquisition Texas Instruments Incorporated

and increased design difficulty. However, most DS modula- in the final output of the converter. Part 2 of this article tors are higher-order, like the one in Figure 5. For instance, series will discuss how to get rid of this noise with a low- Texas Instruments DS converters include second- through pass digital/decimation filter. sixth-order modulators. Multi-order modulators shape the quantization noise to References even higher frequencies than do the lower-order modula- 1. R. Jacob Baker, CMOS: Mixed-Signal Circuit Design, Vol. II. John Wiley & Sons, 2002. tors. In Figure 6, the highest line at the frequency fS shows the third-order modulator’s noise response. Note 2. Texas Instruments, Nuts and Bolts of the Delta-Sigma that this modulator’s output is very noisy all the way out at Video Tutorial [Online]. Available: http://focus.ti.com/ docs/training/catalog/events/event.jhtml?sku= its sampling frequency of fS. However, down at lower fre- WEB408001 quencies, below fD and near the input-signal spur, the third-order modulator is very quiet. fD is the conversion Related Web site frequency of the digital/decimation filter. Selecting a value dataconverter.ti.com for fD will be discussed in Part 2 of this article series. Modulators: The first half of the story The modulator of the DS ADC successfully reduces low- frequency noise during the conversion process. However, the high-frequency noise is a problem and is undesirable

Figure 6. DS modulator noise shaping versus modulator order with a sampling frequency of fS

Third-Order ∆Σ Modulator

fD Second-Order ∆Σ Modulator

Output Noise First-Order ∆Σ Modulator

f D fS Frequency

High-Performance Analog Products www.ti.com/aaj 3Q 2011 Analog Applications Journal TI Worldwide Technical Support

Internet TI Semiconductor Product Information Center Home Page support.ti.com

TI E2E™ Community Home Page e2e.ti.com

Product Information Centers Asia Americas Phone +1(972) 644-5580 Phone International +91-80-41381665 Brazil Phone 0800-891-2616 Domestic Toll-Free Number Mexico Phone 0800-670-7544 Note: Toll-free numbers do not support mobile and IP phones. Fax +1(972) 927-6377 Australia 1-800-999-084 Internet/Email support.ti.com/sc/pic/americas.htm China 800-820-8682 Hong Kong 800-96-5941 Europe, Middle East, and Africa India 1-800-425-7888 Phone Indonesia 001-803-8861-1006 European Free Call 00800-ASK-TEXAS Korea 080-551-2804 (00800 275 83927) Malaysia 1-800-80-3973 International +49 (0) 8161 80 2121 New Zealand 0800-446-934 Russian Support +7 (4) 95 98 10 701 Philippines 1-800-765-7404 Singapore 800-886-1028 Note: The European Free Call (Toll Free) number is not active in all countries. If you have technical difficulty calling the free Taiwan 0800-006800 call number, please use the international number above. Thailand 001-800-886-0010 Fax +8621-23073686 Fax +(49) (0) 8161 80 2045 Email [email protected] or [email protected] Internet support.ti.com/sc/pic/euro.htm Internet support.ti.com/sc/pic/asia.htm Direct Email [email protected] Important Notice: The products and services of Texas Instruments Incorporated and its subsidiaries described herein are sold subject to TI’s standard terms and conditions Japan of sale. Customers are advised to obtain the most current and complete information about TI products and services before placing orders. TI assumes no liability for Phone Domestic 0120-92-3326 applications assistance, customer’s applications or product designs, software performance, or infringement of patents. The publication of information regarding any Fax International +81-3-3344-5317 other company’s products or services does not constitute TI’s approval, warranty or endorsement thereof. Domestic 0120-81-0036 Internet/Email International support.ti.com/sc/pic/japan.htm A122010 Domestic www.tij.co.jp/pic E2E is a trademark of Texas Instruments. All other trademarks are the property of their respective owners.

Texas Instruments Incorporated and its subsidiaries (TI) reserve the right to make corrections, enhancements, improvements and other changes to its semiconductor products and services per JESD46, latest issue, and to discontinue any product or service per JESD48, latest issue. Buyers should obtain the latest relevant information before placing orders and should verify that such information is current and complete. All semiconductor products (also referred to herein as “components”) are sold subject to TI’s terms and conditions of sale supplied at the time of order acknowledgment. TI warrants performance of its components to the specifications applicable at the time of sale, in accordance with the warranty in TI’s terms and conditions of sale of semiconductor products. Testing and other quality control techniques are used to the extent TI deems necessary to support this warranty. Except where mandated by applicable law, testing of all parameters of each component is not necessarily performed. TI assumes no liability for applications assistance or the design of Buyers’ products. Buyers are responsible for their products and applications using TI components. To minimize the risks associated with Buyers’ products and applications, Buyers should provide adequate design and operating safeguards. TI does not warrant or represent that any license, either express or implied, is granted under any patent right, copyright, mask work right, or other intellectual property right relating to any combination, machine, or process in which TI components or services are used. Information published by TI regarding third-party products or services does not constitute a license to use such products or services or a warranty or endorsement thereof. Use of such information may require a license from a third party under the patents or other intellectual property of the third party, or a license from TI under the patents or other intellectual property of TI. Reproduction of significant portions of TI information in TI data books or data sheets is permissible only if reproduction is without alteration and is accompanied by all associated warranties, conditions, limitations, and notices. TI is not responsible or liable for such altered documentation. Information of third parties may be subject to additional restrictions. Resale of TI components or services with statements different from or beyond the parameters stated by TI for that component or service voids all express and any implied warranties for the associated TI component or service and is an unfair and deceptive business practice. TI is not responsible or liable for any such statements. Buyer acknowledges and agrees that it is solely responsible for compliance with all legal, regulatory and safety-related requirements concerning its products, and any use of TI components in its applications, notwithstanding any applications-related information or support that may be provided by TI. Buyer represents and agrees that it has all the necessary expertise to create and implement safeguards which anticipate dangerous consequences of failures, monitor failures and their consequences, lessen the likelihood of failures that might cause harm and take appropriate remedial actions. Buyer will fully indemnify TI and its representatives against any damages arising out of the use of any TI components in safety-critical applications. In some cases, TI components may be promoted specifically to facilitate safety-related applications. With such components, TI’s goal is to help enable customers to design and create their own end-product solutions that meet applicable functional safety standards and requirements. Nonetheless, such components are subject to these terms. No TI components are authorized for use in FDA Class III (or similar life-critical medical equipment) unless authorized officers of the parties have executed a special agreement specifically governing such use. Only those TI components which TI has specifically designated as military grade or “enhanced plastic” are designed and intended for use in military/aerospace applications or environments. Buyer acknowledges and agrees that any military or aerospace use of TI components which have not been so designated is solely at the Buyer's risk, and that Buyer is solely responsible for compliance with all legal and regulatory requirements in connection with such use. TI has specifically designated certain components as meeting ISO/TS16949 requirements, mainly for automotive use. In any case of use of non-designated products, TI will not be responsible for any failure to meet ISO/TS16949.

Products Applications Audio www.ti.com/audio Automotive and Transportation www.ti.com/automotive Amplifiers amplifier.ti.com Communications and Telecom www.ti.com/communications Data Converters dataconverter.ti.com Computers and Peripherals www.ti.com/computers DLP® Products www.dlp.com Consumer Electronics www.ti.com/consumer-apps DSP dsp.ti.com Energy and Lighting www.ti.com/energy Clocks and Timers www.ti.com/clocks Industrial www.ti.com/industrial Interface interface.ti.com Medical www.ti.com/medical Logic logic.ti.com Security www.ti.com/security Power Mgmt power.ti.com Space, Avionics and Defense www.ti.com/space-avionics-defense Microcontrollers microcontroller.ti.com Video and Imaging www.ti.com/video RFID www.ti-rfid.com OMAP Applications Processors www.ti.com/omap TI E2E Community e2e.ti.com Wireless Connectivity www.ti.com/wirelessconnectivity