Title :
Digital Lock-In Detection for Discriminating Multiple Modulation Frequencies With High Accuracy and Computational Efficiency
Author :
Masciotti, James M. ; Lasker, Joseph M. ; Hielscher, Andreas H.
Author_Institution :
Columbia Univ., New York
Abstract :
We introduce a novel digital lock-in detection technique for simultaneously measuring the amplitude and phase of multiple amplitude-modulated signals. Using particular modulation and sampling constraints and averaging filters, we achieve optimal noise reduction and discrimination between sources of different modulation frequencies. Furthermore, it is shown that the digital lock-in technique can be performed as a simple matrix multiplication, which considerably reduces the computation time. The digital lock-in algorithm is described and analyzed under certain sampling and modulation conditions, and results are shown for both numerical and experimental data.
Keywords :
amplitude modulation; digital signal processing chips; frequency modulation; low-pass filters; matrix multiplication; signal detection; computational efficiency; digital lock-in algorithm; multiple amplitude-modulated signals; multiple modulation frequencies; novel digital lock-in detection technique; optimal noise reduction; sampling constraints; simple matrix multiplication; Biomedical engineering; Biomedical measurements; Computational efficiency; Digital modulation; Frequency measurement; Frequency modulation; Phase detection; Phase frequency detector; Sampling methods; Tomography; Digital lock-in detection; lock-in amplifier; optical tomography; phase-sensitive detection; spectroscopy; synchronous detection;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2007.908604