Sensor Based Big Data Analysis
A special issue of Electronics (ISSN 2079-9292). This special issue belongs to the section "Computer Science & Engineering".
Deadline for manuscript submissions: closed (15 May 2024) | Viewed by 868
Special Issue Editor
Interests: monitoring systems; sensors; wireless sensors network; data analysis; numerical simulations; structural health monitoring systems; energy monitoring systems; renewable energies; machine learning; net-zero-energy buildings; artificial intelligence; smart things; smart buildings; smart cities
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
Sensor data analysis, together with the design of novel and reliable modelling and simulation techniques, allow for the development of a smart monitoring system that can be applied across a large range of applications, such as buildings, infrastructure, smart cities, precision agriculture, industrial components, and autonomous mobility, etc., for resilience, decision-making, proficient implementation of operational control, maintenance strategies, and sustainability in various sectors.
Sensor data analysis includes cutting-edge sensor technologies, data acquisition systems, data analysis techniques, machine learning (ML), and artificial intelligence (AI) solutions. Despite recent successful examples, more research is needed to collect, store, and manage big datasets from robust sensor networks and data acquisition systems, as well as to create reliable and efficient algorithms for data analysis and trustful numerical simulations. This Special Issue “Sensor Based Big Data Analysis” focuses on recent advances in data analysis methods for smart monitoring systems and their applications and is calling for high-impact submissions in the following areas:
- Data analysis methods;
- Machine learning methods;
- Modelling of sensor networks (wired and wireless);
- Real-time data collection with dynamic inputs;
- Time synchronization;
- Simulation techniques;
- Embedded machine learning methods and applications;
- Novel applications of smart monitoring systems from all areas;
- All other related areas.
Dr. Daniela Isidori
Guest Editor
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Electronics is an international peer-reviewed open access semimonthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2400 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
Keywords
- data analysis
- sensor networks
- machine learning
- artificial intelligence
- wireless sensors
- numerical model
- simulation techniques
- monitoring system
