TY - JOUR
T1 - Chirp modulation enabled turbidity measurement for large scale monitoring of fresh water
AU - Wei, Junxuan
AU - Qin, Fei
AU - Li, Gang
AU - Li, Xujie
AU - Liu, Xiaobo
AU - Dai, Xuewu
N1 - Funding information: This work is supported by the Fundamental Research Funds for the Central Universities, China, in part by Open Research Fund Key Laboratory of Wireless Sensor Network and Communication, Chinese Academy of Sciences under Grant 20190914, in part by the Provincial Key Research and Development Program of Jiangsu, China under Grant BE2019017, and in part by the Provincial Water Science and Technology Program of Jiangsu, China under Grant 2020028.
PY - 2021/11/1
Y1 - 2021/11/1
N2 - Monitoring water turbidity accurately at a large scale provides vital information to alert abnormal water pollution event. However, scientists and engineers have to make the tradeoff among accuracy, range, and cost of turbidity measurement solutions. Consequently, the state of the art solutions utilize high-end hardware configurations to maintain high accuracy at wide dynamic range, which are either too expensive or complex to be adopted in large-scale monitoring. A low cost turbidity sensor without compromising on accuracy and dynamic range raises a big challenge. This paper approaches this challenge with Chirp modulation and signal convolution in the statistical domain, which can provide more than 40 dB gain with traditional low-cost photodiode. The proposed solution can significantly increase the system performance scaled with hardware configurations. As a result, the implemented proof of concept system can provide as high as 2% measurement accuracy over a wide range of 0–1000 NTU with low-cost hardware configurations.
AB - Monitoring water turbidity accurately at a large scale provides vital information to alert abnormal water pollution event. However, scientists and engineers have to make the tradeoff among accuracy, range, and cost of turbidity measurement solutions. Consequently, the state of the art solutions utilize high-end hardware configurations to maintain high accuracy at wide dynamic range, which are either too expensive or complex to be adopted in large-scale monitoring. A low cost turbidity sensor without compromising on accuracy and dynamic range raises a big challenge. This paper approaches this challenge with Chirp modulation and signal convolution in the statistical domain, which can provide more than 40 dB gain with traditional low-cost photodiode. The proposed solution can significantly increase the system performance scaled with hardware configurations. As a result, the implemented proof of concept system can provide as high as 2% measurement accuracy over a wide range of 0–1000 NTU with low-cost hardware configurations.
KW - Chirp modulation
KW - Large scale monitoring
KW - Low-cost
KW - Optical turbidity measurement
KW - Wide range
UR - http://www.scopus.com/inward/record.url?scp=85112757586&partnerID=8YFLogxK
U2 - 10.1016/j.measurement.2021.109989
DO - 10.1016/j.measurement.2021.109989
M3 - Article
AN - SCOPUS:85112757586
SN - 0263-2241
VL - 184
JO - Measurement: Journal of the International Measurement Confederation
JF - Measurement: Journal of the International Measurement Confederation
M1 - 109989
ER -