More precise instruments can be constructed using less precise components
the verdict
SUPPORTED
the evidence backs this
confidence 78/100
Evidence from sensor array and control system studies confirms that advanced signal processing, redundancy, and adaptive algorithms can achieve high-precision system performance using lower-precision or noisy components.
Evidence for · 2
Enhancing Reliability in Redundant Homogeneous Sensor Arrays with Self-X and Multidimensional Mapping.
2025 · cited by 2
Paper [2] demonstrates that combining low-cost, imprecise redundant sensors through multidimensional mapping significantly reduces measurement error and enhances system reliability.
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More for · 1
L-SHADE-Optimized Active Disturbance Rejection for Sensorless PMSM Drives Under Complex Uncertainties.
2026 · cited by 0
Paper [10] shows that adaptive control algorithms can compensate for noisy currents and quantization errors, thereby reducing reliance on high-precision sensing hardware.