Super-Resolution Spectral Approach for the Accuracy Enhancement of Biomedical Resonant Microwave Sensors

被引:4
作者
Costanzo, Sandra [1 ,2 ,3 ]
Buonanno, Giovanni [1 ]
Solimene, Raffaele [4 ,5 ,6 ]
机构
[1] Univ Calabria, DIMES, I-87036 Arcavacata Di Rende, Italy
[2] Natl Res Council Italy CNR, Inst Electromagnet Sensing Environm IREA, I-80124 Naples, Italy
[3] Interuniv Natl Res Ctr Interact Electromagnet Fie, ICEmB, I-16145 Genoa, Italy
[4] Univ Campania, Dipartimento Ingn, I-81031 Aversa, CE, Italy
[5] Consorzio Nazl Interuniv Telecomunicaz, I-43124 Parma, Italy
[6] Indian Inst Technol Madras, Dept Elect Engn, Chennai 600036, Tamil Nadu, India
来源
IEEE JOURNAL OF ELECTROMAGNETICS RF AND MICROWAVES IN MEDICINE AND BIOLOGY | 2022年 / 6卷 / 04期
关键词
Resonant frequency; Sensors; Microwave theory and techniques; Superresolution; Electromagnetics; Dispersion; Monitoring; Continuous non-invasive blood glucose monitoring; microwave resonant sensors; signal processing; spectral estimation;
D O I
10.1109/JERM.2022.3210457
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Super-resolution spectral methods are applied and compared to improve the estimation result provided by biomedical microwave resonant sensors. In particular, the resolution of resonant sensors is revealed to be significantly improved, despite their intrinsic low quality factor. Excellent robustness against noise is also demonstrated. Algorithms are first validated on ad hoc synthetic data mimicking the response of a resonant sensor. Additionally, experimental validation is carried out by using data coming from a microwave resonant sensor, which is specifically designed for blood-glucose monitoring.
引用
收藏
页码:539 / 545
页数:7
相关论文
共 22 条
[1]   High-Resolution Chipless Tag RF Sensor [J].
Abbasi, Zahra ;
Baghelani, Masoud ;
Daneshmand, Mojgan .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2020, 68 (11) :4855-4864
[2]  
Barabell A., 1998, Performance comparison of superresolution array processing algorithms. revised
[3]  
Buonanno Giovanni, 2021, 2021 IEEE Conference on Antenna Measurements & Applications (CAMA), P509, DOI 10.1109/CAMA49227.2021.9703601
[4]  
Buonanno G., 2022, P 16 EUR C ANT PROP
[5]   Spectral Methods for Response Enhancement of Microwave Resonant Sensors in Continuous Non-Invasive Blood Glucose Monitoring [J].
Buonanno, Giovanni ;
Brancaccio, Adriana ;
Costanzo, Sandra ;
Solimene, Raffaele .
BIOENGINEERING-BASEL, 2022, 9 (04)
[6]   Response Sharpening of Resonant Sensors for Potential Applications in Blood Glucose Monitoring [J].
Buonanno, Giovanni ;
Brancaccio, Adriana ;
Costanzo, Sandra ;
Solimene, Raffaele .
IEEE JOURNAL OF ELECTROMAGNETICS RF AND MICROWAVES IN MEDICINE AND BIOLOGY, 2022, 6 (02) :287-293
[7]   A Forward-Backward Iterative Procedure for Improving the Resolution of Resonant Microwave Sensors [J].
Buonanno, Giovanni ;
Brancaccio, Adriana ;
Costanzo, Sandra ;
Solimene, Raffaele .
ELECTRONICS, 2021, 10 (23)
[8]   HIGH-RESOLUTION FREQUENCY-WAVENUMBER SPECTRUM ANALYSIS [J].
CAPON, J .
PROCEEDINGS OF THE IEEE, 1969, 57 (08) :1408-&
[9]   Use of glycerol for the production of actinobacteria with well-known bioremediation abilities [J].
Costa-Gutierrez, Stefanie B. ;
Daniel Aparicio, Juan ;
Delgado, Osvaldo D. ;
Benimeli, Claudia S. ;
Polti, Marta A. .
3 BIOTECH, 2021, 11 (02)
[10]  
Costanzo S, 2018, ADV INTELL SYST COMP, V746, P1505, DOI 10.1007/978-3-319-77712-2_146