{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,23]],"date-time":"2026-07-23T12:16:20Z","timestamp":1784808980455,"version":"3.55.0"},"reference-count":55,"publisher":"MDPI AG","issue":"21","license":[{"start":{"date-parts":[[2022,10,22]],"date-time":"2022-10-22T00:00:00Z","timestamp":1666396800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Sensors"],"abstract":"<jats:p>In this work, a wireless data acquisition system for seismic noise array measurements is presented. The developed system is composed of a series of nodes and a central server arranged in a point-to-multipoint topology. The nodes consist of a CC3200 microcontroller, an analog-to-digital converter, and a low-noise conditioning circuit designed specifically to register seismic noise, and which is connected to the seismic sensor. As a server, a Raspberry Pi 4B has been used that will receive the samples from the nodes via Wi-Fi and will save them in files. It also incorporates a Web interface developed with JavaScript node.js technology that allows to configure the number of nodes as well as different options, to start and stop the records, and to view in real time the different signals received from the nodes. The system can be deployed anywhere since each of the nodes use independent batteries as a power supply. In addition, it is possible to operate the system remotely if internet connectivity is available. The prototype has been tested in four different locations in the Alicante province (southeast Spain), demonstrating its suitability for seismic noise array measurements.<\/jats:p>","DOI":"10.3390\/s22218103","type":"journal-article","created":{"date-parts":[[2022,10,24]],"date-time":"2022-10-24T10:09:23Z","timestamp":1666606163000},"page":"8103","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Design and Implementation of a Wireless Recorder System for Seismic Noise Array Measurements"],"prefix":"10.3390","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3014-4534","authenticated-orcid":false,"given":"Julio Antonio","family":"Jornet-Monteverde","sequence":"first","affiliation":[{"name":"Department of Physics, Systems Engineering and Signal Theory, University of Alicante, Crta. San Vicente del Raspeig, s\/n, 03080 Alicante, Spain"},{"name":"University Institute of Physics Applied to Sciences and Technologies, University of Alicante, Crta. San Vicente del Raspeig, s\/n, 03080 Alicante, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0818-2836","authenticated-orcid":false,"given":"Juan Jos\u00e9","family":"Galiana-Merino","sequence":"additional","affiliation":[{"name":"Department of Physics, Systems Engineering and Signal Theory, University of Alicante, Crta. San Vicente del Raspeig, s\/n, 03080 Alicante, Spain"},{"name":"University Institute of Physics Applied to Sciences and Technologies, University of Alicante, Crta. San Vicente del Raspeig, s\/n, 03080 Alicante, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4540-8790","authenticated-orcid":false,"given":"Juan Luis","family":"Soler-Llorens","sequence":"additional","affiliation":[{"name":"Department of Earth Sciences and Environment, University of Alicante, Crta. San Vicente del Raspeig, s\/n, 03080 Alicante, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2022,10,22]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"1829","DOI":"10.1007\/s11069-014-1283-4","article-title":"Soft sediments and damage pattern: A few case studies from large Indian earthquakes vis-a-vis seismic risk evaluation","volume":"74","author":"Verma","year":"2014","journal-title":"Nat. Hazards"},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"2095","DOI":"10.1007\/s10518-013-9489-5","article-title":"Changes in dynamic characteristics of Lorca RC buildings from pre- and post- earthquake vibration data","volume":"12","author":"Vidal","year":"2014","journal-title":"Bull. Earthq. Eng."},{"key":"ref_3","doi-asserted-by":"crossref","unstructured":"Hutt, C.R., Evans, J.R., Followill, F., Nigbor, R.L., and Wielandt, E. (2010). Guidelines for Standardized Testing of Broadband Seismometers and Accelerometers, U.S. Geological Survey. Open-File Report 2009\u20131295.","DOI":"10.3133\/ofr20091295"},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1007\/s10518-007-9039-0","article-title":"Influence of instruments on the H\/V spectral ratios of ambient vibrations","volume":"6","author":"Guillier","year":"2008","journal-title":"Bull. Earthq. Eng."},{"key":"ref_5","first-page":"25","article-title":"A method for dynamic characteristics estimation of subsurface using microtremors on the ground surface","volume":"30","author":"Nakamura","year":"1989","journal-title":"Q. Rep. Railw. Tech. Res. Inst. Jpn."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"2925","DOI":"10.1029\/93GL03054","article-title":"The theoretical response of sedimentary layers to ambient seismic noise","volume":"20\u201324","author":"Field","year":"1993","journal-title":"Geophys. Res. Lett."},{"key":"ref_7","first-page":"1350","article-title":"Are microtremors useful in site response evaluation?","volume":"84","author":"Lermo","year":"1994","journal-title":"Bull. Seismol. Soc. Am."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"288","DOI":"10.1785\/0120070063","article-title":"Effects of love waves on microtremor H\/V ratio","volume":"98","author":"Cornou","year":"2008","journal-title":"Bull. Seismol. Soc. Am."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"246","DOI":"10.1016\/j.soildyn.2012.06.017","article-title":"Polarization analysis in the stationary wavelet packet domain: Application to HVSR method","volume":"42","author":"Molina","year":"2012","journal-title":"Soil Dyn. Earthq. Eng."},{"key":"ref_10","unstructured":"Asten, M.W. (2003). The Microtremor Survey Method, Society of Exploration Geophysicists. Geophysical Monograph Series, 12."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"1413","DOI":"10.1785\/0120060223","article-title":"Comparison of empirical and numerical site responses at the Tito Test Site, Southern Italy","volume":"97","author":"Parolai","year":"2007","journal-title":"Bull. Seismol. Soc. Am."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"535","DOI":"10.1007\/s10518-009-9159-9","article-title":"On the repeatability and consistency of three-component ambient vibration array measurements","volume":"8","author":"Endrun","year":"2010","journal-title":"Bull. Earthq. Eng."},{"key":"ref_13","first-page":"415","article-title":"Space and time spectra of stationary stochastic waves, with special reference to microtremors","volume":"25","author":"Aki","year":"1957","journal-title":"Bull. Earthq. Res. Inst. Tokyo Univ."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"2323","DOI":"10.1785\/0119980109","article-title":"A comparison of ESAC and FK methods of estimating phase velocity using arbitrarily shaped microtremor analysis","volume":"92","author":"Ohori","year":"2002","journal-title":"Bull. Seismol. Soc. Am."},{"key":"ref_15","unstructured":"Ling, S., and Okada, H. (1993, January 12\u201314). An Extended Use of the Spatial Autocorrelation Method for the Estimation of Geological Structure Using Microtremors. Proceedings of the 89th SEGJ Conference, Nagoya, Japan. (In Japanese)."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"1408","DOI":"10.1109\/PROC.1969.7278","article-title":"High-resolution frequency-wavenumber spectrum analysis","volume":"57","author":"Capon","year":"1969","journal-title":"Proc. IEEE"},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1190\/1.1439995","article-title":"Estimation of seismic noise structure using array","volume":"34","author":"Lacoss","year":"1969","journal-title":"Geophysics"},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"1828","DOI":"10.1190\/1.1441596","article-title":"Array estimators and use of microseisms for reconnaissance of sedimentary basins","volume":"49","author":"Asten","year":"1984","journal-title":"Geophysics"},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"691","DOI":"10.1190\/1.1444578","article-title":"Estimation of near-surface shear-wave velocity by inversion of Rayleigh waves","volume":"64","author":"Xia","year":"1999","journal-title":"Geophysics"},{"key":"ref_20","first-page":"215","article-title":"How good are shear-wave velocity models obtained from inversion of ambient vibrations in the lower Rhine embayment (N.W. Germany)","volume":"45","author":"Ohrnberger","year":"2004","journal-title":"Boll. Geofis. Teor. Appl."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"196","DOI":"10.1016\/j.jappgeo.2011.01.002","article-title":"Characterization of the sedimentary cover at the Himalayan foothills using active and passive seismic techniques","volume":"73","author":"Mahajan","year":"2011","journal-title":"J. Appl. Geophys."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"186","DOI":"10.1785\/0220150091","article-title":"Using an Arduino seismograph to raise awareness of earthquake hazard through a multidisciplinary approach","volume":"87","author":"Clocchiatti","year":"2016","journal-title":"Seismol. Res. Lett."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.cageo.2016.05.014","article-title":"Development and programming of Geophonino: A low-cost Arduino-based seismic recorder for vertical geophones","volume":"94","year":"2016","journal-title":"Comput. Geosci."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"342","DOI":"10.1016\/j.sna.2017.11.047","article-title":"Design and test of Geophonino-3D: A low-cost three-component seismic noise recorder for the application of the H\/V method","volume":"269","year":"2018","journal-title":"Sens. Actuators A Phys."},{"key":"ref_25","doi-asserted-by":"crossref","unstructured":"Soler-Llorens, J.L., Galiana-Merino, J.J., Nassim-Benabdeloued, B.Y., Rosa-Cintas, S., Ortiz Zamora, J., and Giner-Caturla, J.J. (2019). Design and implementation of an Arduino-based plug-and-play acquisition system for seismic noise measurements. Electronics, 8.","DOI":"10.3390\/electronics8091035"},{"key":"ref_26","first-page":"365","article-title":"A geophone-based and low-cost data acquisition and analysis system designed for microtremor measurements. Geoscientific Instrumentation","volume":"9","author":"Kafadar","year":"2020","journal-title":"Methods Data Syst."},{"key":"ref_27","doi-asserted-by":"crossref","unstructured":"Kim, J.W., and Cho, G.C. (2019). Development of a ground monitoring sensor system for tunnel maintenance using geophysical techniques. Tunnels and Underground Cities: Engineering and Innovation meet Archaeology, Architecture and Art, CRC Press.","DOI":"10.1201\/9780429424441-250"},{"key":"ref_28","doi-asserted-by":"crossref","unstructured":"Huang, Y., Song, J., Mo, W., Dong, K., Wu, X., Peng, J., and Jin, F. (2021). A Seismic Data Acquisition System Based on Wireless Network Transmission. Sensors, 21.","DOI":"10.3390\/s21134308"},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"1845","DOI":"10.1007\/s00542-016-2859-6","article-title":"Design of a low cost and high performance wireless sensor network for structural health monitoring","volume":"22","author":"Giammarini","year":"2016","journal-title":"Microsyst. Technol."},{"key":"ref_30","doi-asserted-by":"crossref","unstructured":"Jornet-Monteverde, J.A., Galiana-Merino, J.J., and Soler-Llorens, J.L. (2021). Design and Implementation of a Wireless Sensor Network for Seismic Monitoring of Buildings. Sensors, 21.","DOI":"10.3390\/s21113875"},{"key":"ref_31","doi-asserted-by":"crossref","unstructured":"\u00d6zcebe, A.G., Tiganescu, A., Ozer, E., Negulescu, C., Galiana-Merino, J.J., Tubaldi, E., Toma-Danila, D., Molina, S., Kharazian, A., and Bozzoni, F. (2022). Raspberry Shake-Based Rapid Structural Identification of Existing Buildings Subject to Earthquake Ground Motion: The Case Study of Bucharest. Sensors, 22.","DOI":"10.3390\/s22134787"},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"3280","DOI":"10.3390\/s100403280","article-title":"GFZ Wireless Seismic Array (GFZ-WISE), a Wireless Mesh Network of Seismic Sensors: New Perspectives for Seismic Noise Array Investigations and Site Monitoring","volume":"10","author":"Picozzi","year":"2010","journal-title":"Sensors"},{"key":"ref_33","doi-asserted-by":"crossref","unstructured":"Soler-Llorens, J.L., Galiana-Merino, J.J., Giner-Caturla, J.J., Rosa-Cintas, S., and Nassim-Benabdeloued, B.Y. (2019). Geophonino-W: A wireless multichannel seismic noise recorder system for array measurements. Sensors, 19.","DOI":"10.3390\/s19194087"},{"key":"ref_34","doi-asserted-by":"crossref","unstructured":"Yin, Z., Zhou, Y., and Li, Y. (2020). Seismic Exploration Wireless Sensor System Based on Wi-Fi and LTE. Sensors, 20.","DOI":"10.3390\/s20041018"},{"key":"ref_35","doi-asserted-by":"crossref","unstructured":"Havskov, J., and Alguacil, G. (2004). Instrumentation in Earthquake Seismology, Springer.","DOI":"10.1007\/978-1-4020-2969-1"},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"543","DOI":"10.1016\/j.jappgeo.2011.07.019","article-title":"Soil characterization in urban areas of the Bajo Segura Basin (Southeast Spain) using H\/V, F\u2013K and ESAC methods","volume":"75","year":"2011","journal-title":"J. Appl. Geophys."},{"key":"ref_37","doi-asserted-by":"crossref","unstructured":"Delgado, J., Galiana-Merino, J.J., Garc\u00eda-Tortosa, F.J., Garrido, J., Lenti, L., Martino, S., Pel\u00e1ez, J.A., Rodr\u00edguez-Peces, M.J., de Galdeano, C.S., and Soler-Llorens, J.L. (2021). Ambient noise measurements to constrain the geological structure of the G\u00fcev\u00e9jar landslide (S Spain). Appl. Sci., 11.","DOI":"10.3390\/app11041454"},{"key":"ref_38","doi-asserted-by":"crossref","unstructured":"Issaadi, A., Saadi, A., Semmane, F., Yelles-Chaouche, A., and Galiana-Merino, J.J. (2022). Liquefaction Potential and Vs30 Structure in the Middle-Chelif Basin, Northwestern Algeria, by Ambient Vibration Data Inversion. Appl. Sci., 12.","DOI":"10.3390\/app12168069"},{"key":"ref_39","unstructured":"Texas Instruments (2022, July 07). CC3200 Launch Pad. Available online: http:\/\/www.ti.com\/document-viewer\/CC3200\/datasheet\/."},{"key":"ref_40","unstructured":"(2022, July 07). Raspberry Pi. Available online: https:\/\/www.raspberrypi.org\/products\/raspberry-pi-2-model-b."},{"key":"ref_41","unstructured":"(2022, July 07). BrosTrend 650Mbps Long Range Linux USB WiFi Card\u2013AC5L. Available online: https:\/\/www.brostrend.com\/collections\/linux-wifi-adapter\/products\/ac5l."},{"key":"ref_42","doi-asserted-by":"crossref","unstructured":"Xylomenos, G., and Polyzos, G.C. (1999, January 21\u201325). TCP and UDP performance over a wireless LAN. Proceedings of the 18th IEEE INFOCOM\u201999. Conference on Computer Communications, New York, NY, USA.","DOI":"10.1109\/INFCOM.1999.751376"},{"key":"ref_43","unstructured":"(2022, July 07). ADS1256. Available online: https:\/\/www.ti.com\/lit\/ds\/symlink\/ads1256.pdf."},{"key":"ref_44","unstructured":"(2022, July 07). Node.js. Available online: https:\/\/nodejs.org\/en\/."},{"key":"ref_45","unstructured":"(2022, July 07). WebSockets. Available online: https:\/\/www.npmjs.com\/package\/websocket."},{"key":"ref_46","unstructured":"(2022, July 07). Highcharts. Available online: https:\/\/www.highcharts.com\/docs\/index."},{"key":"ref_47","unstructured":"(2022, July 07). TC7662A. Available online: http:\/\/ww1.microchip.com\/downloads\/en\/devicedoc\/21468b.pdf."},{"key":"ref_48","unstructured":"(2022, July 07). INA128. Available online: https:\/\/www.ti.com\/lit\/gpn\/ina128."},{"key":"ref_49","unstructured":"(2022, July 07). OPA177. Available online: https:\/\/www.ti.com\/lit\/gpn\/opa177."},{"key":"ref_50","unstructured":"(2022, July 07). LTC1064-7. Available online: https:\/\/www.analog.com\/media\/en\/technical-documentation\/data-sheets\/LT10647fb.pdf."},{"key":"ref_51","unstructured":"Technical Committee on Sensor Technology (2008). IEEE Std 1588\u20132008, IEEE Standard for a Precision Clock Synchronization Protocol for Networked Measurement and Control Systems, IEEE."},{"key":"ref_52","doi-asserted-by":"crossref","unstructured":"Cui, W., Zheng, Z., Qiao, L., Zhang, W., and Wang, L. (2018, January 21\u201325). An Improved TPSN Algorithm Based on Doze Mechanism. Proceedings of the 2nd IEEE International Conference on Energy Internet, ICEI 2018, Beijing, China.","DOI":"10.1109\/ICEI.2018.00049"},{"key":"ref_53","unstructured":"Bard, P.Y. (2022, July 07). Others, Site Effects Assessments Using Ambient Excitations (SESAME), European Project Reference EVG1-CT-2000-00026. Available online: http:\/\/sesame.geopsy.org\/Delivrables\/SESAME-Finalreport_april05.pdf."},{"key":"ref_54","unstructured":"(2022, July 07). Geopsy Software. Available online: http:\/\/www.geopsy.org\/download.php."},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1111\/j.1365-2478.2012.01114.x","article-title":"Suitability of 10 Hz vertical geophones for seismic noise array measurements based on frequency-wavenumber and extended spatial autocorrelation analyses","volume":"61","author":"Molina","year":"2013","journal-title":"Geophys. Prospect."}],"container-title":["Sensors"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/1424-8220\/22\/21\/8103\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T01:00:55Z","timestamp":1760144455000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/1424-8220\/22\/21\/8103"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,22]]},"references-count":55,"journal-issue":{"issue":"21","published-online":{"date-parts":[[2022,11]]}},"alternative-id":["s22218103"],"URL":"https:\/\/doi.org\/10.3390\/s22218103","relation":{},"ISSN":["1424-8220"],"issn-type":[{"value":"1424-8220","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,10,22]]}}}