Low-Power AI Embedded Systems
A special issue of Electronics (ISSN 2079-9292). This special issue belongs to the section "Systems & Control Engineering".
Deadline for manuscript submissions: closed (15 October 2023) | Viewed by 586
Special Issue Editor
Special Issue Information
Dear Colleagues,
The development of powerful microcontrollers in robust embedded boards with cameras, sensors, and microphones poses a large challenge for various industries, as these electronic devices collect a large amount of data in different forms and process the data in servers that are exposed to malicious users who can hear the communication channels and access sensitive information. Furthermore, sending data to servers without energy-saving filters is expensive. In this scenario, decentralized computational architectures provide new techniques that, with machine learning models, might remain close to the user by keeping relevant information on the device and exchanging models instead of data.
This Special Issue calls for high-quality papers regarding machine learning algorithms and applications in IoT environments or embedded systems. Topics include, but are not limited to, the following:
- Smart sensors;
- Transfer learning applications;
- Embedded systems design;
- Power consumption analysis;
- Outlier detection;
- Keyword spotting;
- Reinforcement learning in robots;
- IoT monitoring systems;
- Time series applications with sensors;
- Fault diagnosis and localization;
- Intelligent systems;
- Classification images.
Dr. Paul D. Rosero-Montalvo
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
- embedded systems
- machine learning
- hardware design
- low-power design
- IoT
Benefits of Publishing in a Special Issue
- Ease of navigation: Grouping papers by topic helps scholars navigate broad scope journals more efficiently.
- Greater discoverability: Special Issues support the reach and impact of scientific research. Articles in Special Issues are more discoverable and cited more frequently.
- Expansion of research network: Special Issues facilitate connections among authors, fostering scientific collaborations.
- External promotion: Articles in Special Issues are often promoted through the journal's social media, increasing their visibility.
- e-Book format: Special Issues with more than 10 articles can be published as dedicated e-books, ensuring wide and rapid dissemination.
Further information on MDPI's Special Issue policies can be found here.
