Analog Front-End Design for Noisy Sensors
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Below is an overview of one approach to designing a high-accuracy analog front-end for a noisy sensor (e.g., from a thermocouple or strain gauge) that includes considerations for sampling rate, input impedance, filtering, reference voltage stability, and PCB layout. Each suggestion includes example parts that you can search for in the Flux library:
Table
| Aspect | Design Approach | Example Component / Technique |
|---|---|---|
| Low-Noise Amplification | Use an instrumentation amplifier to boost the very small sensor signal, ensuring high input impedance and excellent noise rejection. | INA333 or AD8421 |
| Filtering | Implement RC low-pass filters to suppress high-frequency noise before the ADC. The resistor and capacitor values should be calculated for a cutoff frequency below the noise floor, yet above the signal bandwidth. | Use standard resistor (R?) and capacitor (C?) values (e.g., 10kΩ and 0.1µF give a cutoff ≈ 160 Hz) |
| ADC Selection | Choose a precision 16-bit ADC that supports the desired sampling rate (e.g., up to several hundred samples per second) and allows for configuring the data rate and gain. | ADS1115 |
| Voltage Reference Stability | Use an external, high-accuracy voltage reference IC to ensure that the ADC measurements are stable and repeatable despite fluctuations in supply or ambient conditions. | ADR4550 |
| PCB Layout Techniques | - Separate analog and digital ground planes. - Use a star grounding scheme to minimize ground loops. - Place decoupling capacitors very near the power and reference pins to reduce noise. - Route sensitive signal traces away from high-speed digital lines. | Follow best layout practices when routing, and incorporate a dedicated analog ground net (e.g., using Ground) |
Summary:
- Amplification: Start with an instrumentation amplifier ([INA333] or [AD8421]) to boost the sensor output while maintaining high input impedance and rejecting common-mode noise.
- Filtering: Add RC filters on the signal path. Calculate the RC values to set a cutoff frequency that removes high-frequency noise without distorting your signal.
- ADC: Use a 16‑bit converter like the [ADS1115] to digitize the conditioned signal with sufficient resolution and a configurable sampling rate.
- Reference: Incorporate a stable voltage reference (e.g., [ADR4550]) and add local decoupling to ensure the reference voltage remains constant.
- Layout: Apply careful PCB layout practices (ground separation, decoupling, route length minimization, and shielded traces) to further minimize pickup of ambient noise.
Feel free to ask if you’d like to incorporate any of these changes into your schematic or need additional guidance on calculations or layout suggestions!
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- Wirelessly connects power nets on schematic. Identical to the net portal, but with a power symbol. Used to organize schematics and separate functional blocks. To wirelessly connect power net portals, give them the same designator. #portal #powerjharwinbarrozo11.4M
- A generic fixed resistor for rapid developing circuit topology. Save precious design time by seamlessly add more information to this part (value, footprint, etc.) as it becomes available. Standard resistor values: 1.0Ω 10Ω 100Ω 1.0kΩ 10kΩ 100kΩ 1.0MΩ 1.1Ω 11Ω 110Ω 1.1kΩ 11kΩ 110kΩ 1.1MΩ 1.2Ω 12Ω 120Ω 1.2kΩ 12kΩ 120kΩ 1.2MΩ 1.3Ω 13Ω 130Ω 1.3kΩ 13kΩ 130kΩ 1.3MΩ 1.5Ω 15Ω 150Ω 1.5kΩ 15kΩ 150kΩ 1.5MΩ 1.6Ω 16Ω 160Ω 1.6kΩ 16kΩ 160kΩ 1.6MΩ 1.8Ω 18Ω 180Ω 1.8KΩ 18kΩ 180kΩ 1.8MΩ 2.0Ω 20Ω 200Ω 2.0kΩ 20kΩ 200kΩ 2.0MΩ 2.2Ω 22Ω 220Ω 2.2kΩ 22kΩ 220kΩ 2.2MΩ 2.4Ω 24Ω 240Ω 2.4kΩ 24kΩ 240kΩ 2.4MΩ 2.7Ω 27Ω 270Ω 2.7kΩ 27kΩ 270kΩ 2.7MΩ 3.0Ω 30Ω 300Ω 3.0KΩ 30KΩ 300KΩ 3.0MΩ 3.3Ω 33Ω 330Ω 3.3kΩ 33kΩ 330kΩ 3.3MΩ 3.6Ω 36Ω 360Ω 3.6kΩ 36kΩ 360kΩ 3.6MΩ 3.9Ω 39Ω 390Ω 3.9kΩ 39kΩ 390kΩ 3.9MΩ 4.3Ω 43Ω 430Ω 4.3kΩ 43KΩ 430KΩ 4.3MΩ 4.7Ω 47Ω 470Ω 4.7kΩ 47kΩ 470kΩ 4.7MΩ 5.1Ω 51Ω 510Ω 5.1kΩ 51kΩ 510kΩ 5.1MΩ 5.6Ω 56Ω 560Ω 5.6kΩ 56kΩ 560kΩ 5.6MΩ 6.2Ω 62Ω 620Ω 6.2kΩ 62KΩ 620KΩ 6.2MΩ 6.8Ω 68Ω 680Ω 6.8kΩ 68kΩ 680kΩ 6.8MΩ 7.5Ω 75Ω 750Ω 7.5kΩ 75kΩ 750kΩ 7.5MΩ 8.2Ω 82Ω 820Ω 8.2kΩ 82kΩ 820kΩ 8.2MΩ 9.1Ω 91Ω 910Ω 9.1kΩ 91kΩ 910kΩ 9.1MΩ #generics #CommonPartsLibraryjharwinbarrozo1.5M
- A generic fixed capacitor ideal for rapid circuit topology development. You can choose between polarized and non-polarized types, its symbol and the footprint will automatically adapt based on your selection. Supported options include standard SMD sizes for ceramic capacitors (e.g., 0402, 0603, 0805), SMD sizes for aluminum electrolytic capacitors, and through-hole footprints for polarized capacitors. Save precious design time by seamlessly add more information to this part (value, footprint, etc.) as it becomes available. Standard capacitor values: 1.0pF 10pF 100pF 1000pF 0.01uF 0.1uF 1.0uF 10uF 100uF 1000uF 10,000uF 1.1pF 11pF 110pF 1100pF 1.2pF 12pF 120pF 1200pF 1.3pF 13pF 130pF 1300pF 1.5pF 15pF 150pF 1500pF 0.015uF 0.15uF 1.5uF 15uF 150uF 1500uF 1.6pF 16pF 160pF 1600pF 1.8pF 18pF 180pF 1800pF 2.0pF 20pF 200pF 2000pF 2.2pF 22pF 20pF 2200pF 0.022uF 0.22uF 2.2uF 22uF 220uF 2200uF 2.4pF 24pF 240pF 2400pF 2.7pF 27pF 270pF 2700pF 3.0pF 30pF 300pF 3000pF 3.3pF 33pF 330pF 3300pF 0.033uF 0.33uF 3.3uF 33uF 330uF 3300uF 3.6pF 36pF 360pF 3600pF 3.9pF 39pF 390pF 3900pF 4.3pF 43pF 430pF 4300pF 4.7pF 47pF 470pF 4700pF 0.047uF 0.47uF 4.7uF 47uF 470uF 4700uF 5.1pF 51pF 510pF 5100pF 5.6pF 56pF 560pF 5600pF 6.2pF 62pF 620pF 6200pF 6.8pF 68pF 680pF 6800pF 0.068uF 0.68uF 6.8uF 68uF 680uF 6800uF 7.5pF 75pF 750pF 7500pF 8.2pF 82pF 820pF 8200pF 9.1pF 91pF 910pF 9100pF #generics #CommonPartsLibraryjharwinbarrozo1.5M
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