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16-bit vs 24-bit ADC in a Data Logger: When Resolution Pays Off

Table of Contents
  1. Resolution vs ENOB: Two Different Numbers on the Same Chip
  2. Compute the LSB You Need Before You Pick the Bit
  3. When 24-bit Justifies Itself, and When It Does Not
  4. Noise Floor and Dynamic Range: The Real Tiebreaker
  5. Selection Checklist for a New Data Logger
16-bit vs 24-bit ADC in a Data Logger: When Resolution Pays Off

A 16-bit ADC produces 2^16 = 65,536 discrete output codes across its full-scale range, while a 24-bit ADC produces 2^24 = 16,777,216 codes, a 256-fold increase in code density [S3]. The smallest theoretically resolvable step, the LSB, shrinks from about 153 microvolts on a 0-10 V, 16-bit channel to roughly 0.6 microvolts on a 0-10 V, 24-bit channel [S6].

The raw code count, however, is a theoretical ceiling. The data sheet headline of a 24-bit ADC such as the Microchip MCP3911 specifies "24-bit resolution with no missing codes," yet the same data sheet lists a typical effective number of bits (ENOB) of about 16, limited by the internal voltage reference, PCB layout, and clock design [S2]. Practically, a data logger spec sheet that quotes only "24-bit ADC" without an ENOB figure is advertising the marketing number, not the metrology number.

Resolution vs ENOB: Two Different Numbers on the Same Chip

Resolution is the count of unique digital codes the converter can output, a fixed function of the bit width, while ENOB captures how many of those codes are actually usable after noise, linearity error, and reference drift are accounted for [S2]. A common engineering rule of thumb on 24-bit sigma-delta ADCs is that real-world ENOB lands in the 16-21 bit range, and on a poorly laid-out PCB it can fall to 12-14 bits even though the data register still reads 24 bits wide [S2][S7].

The implication for instrument selection is direct: a 16-bit ADC specified at 16 ENOB and a 24-bit ADC specified at 16 ENOB will give identical usable precision, so the 16-bit part is the cheaper, lower-power choice. ENOB is also data-rate dependent on sigma-delta parts; halving the output word rate from 1 kSPS to 50 SPS through a sinc^3 filter can recover 1-2 bits of effective resolution by trading bandwidth for averaging [S7].

Compute the LSB You Need Before You Pick the Bit

The DATAQ application note walks through a five-variable worksheet: full-scale data logger input V_D, transducer full-scale output V_S, engineering-unit full scale E, bit count n, and a bipolar/unipolar flag B [S1]. For a ±10 V bipolar (B = 1) input paired with a 5 V full-scale transducer spanning 100 engineering units, a 12-bit ADC resolves 0.098 units; with a unipolar 0-10 V range (B = 0) the same setup resolves 0.049 units [S1]. Crank n from 12 to 16 and the resolution improves 16-fold, from 0.049 to about 0.003 units, which is the working envelope most industrial channels actually need.

Carrying the worksheet one step further, a thermocouple data logger with V_D = ±10 V, V_S = 50 mV, E = 1000 °C, n = 16, and B = 1 yields 0.31 °C per LSB, marginal for profile monitoring but acceptable for trend logging; moving to n = 20 cuts the step to about 0.02 °C, which is the regime where 24-bit parts start to earn their place. For clean 4-20 mA channels from a pressure transmitter the signal-to-noise ratio is high, and a 16-bit ADC is essentially always sufficient, with the bottleneck being the loop's 250 ohm sense resistor tolerance rather than the converter.

When 24-bit Justifies Itself, and When It Does Not

16-bit vs 24-bit adc resolution in a data logger - When 24-bit Justifies Itself, and When It Does Not
16-bit vs 24-bit adc resolution in a data logger - When 24-bit Justifies Itself, and When It Does Not

24-bit parts are the right call for sub-millivolt, low-bandwidth sensor chains: load cells at 10-50 SPS, strain-gauge bridges, electrochemical sensors, and weigh scales, where the sigma-delta modulator's oversampling gain delivers genuine ENOB in the 18-21 bit range [S3][S4]. The Adafruit MCP3421 18-bit part at 240 SPS and the Texas Instruments ADS1232 for bridge sensors are typical fits; for a 3-wire resistive soil-moisture probe where the absolute reading is less important than micro-fluctuations, 16-bit at 20 SPS is often enough if the wiring is properly shielded [S4].

24-bit is the wrong call for any of the following: signals above 1 V full scale, sample rates above a few kSPS, cost-sensitive multi-channel systems, and any application where the upstream amplifier or reference cannot outperform the converter's noise floor [S2][S3]. The 4-20 mA output of a flow meter with 0.1 % accuracy is already limited to about 10-bit equivalent absolute accuracy; bolting a 24-bit ADC to that signal spends money on codes the signal cannot use.

Noise Floor and Dynamic Range: The Real Tiebreaker

A 24-bit ADC can in theory reach 144 dB of dynamic range (24 × 6.02 dB), but only a laboratory-grade design with a buried-Zener reference and a 0.1 °C-stabilized front end gets within 20 dB of that figure; production industrial loggers typically achieve 90-110 dB, comparable to a well-designed 16-bit system at 96-98 dB [S3]. A related article on radiometric versus display-ready imaging, 14-bit raw radiometric vs 8-bit AGC video, shows the same principle on a different signal chain: bits beyond the noise floor do not improve the measurement, only the file size.

Dynamic range matters most when the signal of interest is small and rides on a large common-mode or quasi-static offset, for example a 0-50 mV wheatstone-bridge output sitting on a 2.5 V reference. Here the 24-bit part's wider code spread lets the host differentiate microvolt-level bridge deltas without switching gain stages, which simplifies the analog front end at the cost of higher converter noise per code [S3][S6].

Selection Checklist for a New Data Logger

16-bit vs 24-bit adc resolution in a data logger - Selection Checklist for a New Data Logger
16-bit vs 24-bit adc resolution in a data logger - Selection Checklist for a New Data Logger

Use the following four-question filter before signing off on a data logger's ADC spec: (1) What is the smallest engineering-unit change the application must resolve, and what is the LSB at the chosen V_D, V_S, E, n, and B [S1]? (2) Is the input a clean 0-5 V or 4-20 mA industrial signal, in which case 16-bit is sufficient, or a sub-100 mV bridge, in which case 24-bit is the right starting point? (3) Does the data sheet quote ENOB, SINAD, or at least noise-free bits at the operating sample rate, or only the headline bit count [S2]? (4) What is the temperature coefficient of the voltage reference, and does it dominate the converter's own drift across the operating window?

For multi-channel systems with shared scan timing, confirm that the converter's per-channel throughput is compatible with the aggregate data rate; an 8-channel 24-bit sigma-delta at 1 kSPS per channel demands 8 kSPS of host-side buffering, which is not free on a low-power PLC front end. For a sealed, battery-powered field logger the 24-bit path typically draws 3-5 mA versus under 1 mA for a 16-bit SAR, so the 24-bit choice is also a power-budget decision. Matching the ADC architecture to the sensor family beats chasing raw bit count, and that is the single biggest cost-versus-performance lever in any data acquisition build [S5][S6].

Trackable signals to watch next: vendor disclosures of ENOB and noise-free bits at 1 kSPS and 50 SPS on new 24-bit sigma-delta parts, and any 2026-2027 product releases that pair 16-bit SAR front ends with on-board 256x oversampling, a path that may close the 16-bit to 24-bit gap without doubling the analog power budget [S6].

Frequently asked questions

What real-world ENOB should I expect from a 24-bit sigma-delta ADC in an industrial data logger?

Real-world ENOB on 24-bit sigma-delta converters typically lands in the 16-21 bit range, and can fall to 12-14 bits on a poorly laid-out PCB even though the output register still reads 24 bits wide. The Microchip MCP3911 data sheet, for example, specifies 24-bit resolution with no missing codes but lists a typical ENOB of about 16.

When is a 16-bit ADC sufficient versus when does a 24-bit ADC actually pay off?

Pick 16-bit for clean 0-5 V or 4-20 mA industrial signals where the smallest resolvable step is above ~1 mV; a 16-bit channel on a 0-10 V range yields an LSB of about 153 microvolts, which is well below typical 4-20 mA loop noise. Choose 24-bit only for sub-millivolt, low-bandwidth sensor chains such as load cells at 10-50 SPS, strain-gauge bridges, electrochemical sensors, and weigh scales, where oversampling delivers genuine 18-21 bit ENOB.

Why does a 24-bit ADC data sheet that omits ENOB mislead buyers?

Resolution is the fixed count of unique output codes (65,536 for 16-bit, 16,777,216 for 24-bit), while ENOB captures how many of those codes remain usable after noise, linearity error, and reference drift are subtracted. A 16-bit part at 16 ENOB and a 24-bit part at 16 ENOB give identical usable precision, so a logger spec that quotes only "24-bit ADC" without ENOB is advertising the marketing figure, not the metrology figure.

Can I trade sample rate for more effective bits on a 24-bit sigma-delta ADC?

Yes, ENOB on sigma-delta parts is data-rate dependent: halving the output word rate from 1 kSPS to 50 SPS through a sinc^3 filter typically recovers 1-2 bits of effective resolution by trading bandwidth for averaging. This is why the same 24-bit part will show very different noise-free bit counts at 240 SPS versus 10 SPS.

7 sources
  1. How Much ADC Resolution Do You Really Need?
  2. Effective Number of Bits vs. the resolution of an ADC (Jul 11, 2014)
  3. 16-Bit vs. 24-Bit ADCs: Is Higher Resolution Always Better? (Jul 17, 2025)
  4. 24-bit ADC recommendations for 3-wire sensor (Sep 11, 2024)
  5. What does 12- or 16-bit resolution mean? (Mar 7, 2023)
  6. 24bit ADC Selection Guide: Resolution, LSB, and Sampling ... (Aug 26, 2026)
  7. MSP430F2013: Sigma Delta 16 bit resolution vs ... - TI E2E (Jun 20, 2017)

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