Artificial intelligence applied to the internet of things: new technologies for communications

• Grant number: 22/07523-8
• Support Opportunities: Regular Research Grants
• Start date: November 01, 2022
• End date: April 30, 2025
• Field of knowledge: Engineering - Electrical Engineering - Telecommunications
• Agreement: CONFAP - National Council of State Research Support Foundations
• Principal Investigator: Cíntia Borges Margi
• Grantee: Cíntia Borges Margi
• Host Institution: Escola Politécnica (EP). Universidade de São Paulo (USP). São Paulo , SP, Brazil
• Associated researchers: Anna Helena Reali Costa ; Gustavo Alonso Nunez Segura ; Jeferson Rodrigues Cotrim
• Associated scholarship(s): 23/08075-1 - SDWSN mobility, BP.TT; 23/08828-0 - SDWSN Security, BP.TT

Abstract

Unlike traditional (wired) computer networks, ad hoc networks do not have available infrastructure and the nodes themselves must carry out the work of routing and forwarding packets, and they also have to coordinate access to the common means of communication. Among the specific cases of these networks, there are wireless sensor networks whose applications are part of IoT (Internet of Things) networks. So, this field of study presents challenging problems of scheduling, coordination, control and efficiency in network communication, and still has many unanswered questions. The general objective of this research project is to establish new protocols for efficient communications over long distances in IoT and sensor networks by applying artificial intelligence techniques and implementing them on real platforms. Communication protocols will allow you to deploy a framework of software-defined networkson long-distance technology, in order to provide the creation of a multi-hop network. Also, in the sequence, the design and implementation of the integration of optimization strategies of communication and security protocols explored in this project will be carried out. (AU)

Scientific publications

(6)

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

COTRIM, JEFERSON RODRIGUES; MARGI, CINTIA BORGES. Metaverse IoT Confluence: Architecture Overview, Challenges and Requirements. PROCEEDINGS OF THE 2024 LATIN AMERICA NETWORKING CONFERENCE, LANC 2024, v. N/A, p. 8-pg., 2024-01-01. (22/07523-8)

COTRIM, JEFERSON RODRIGUES; MARGI, CINTIA BORGES. Make or Break? How LoRaWAN Duty Cycle Impacts Performance in Multihop Networks. IEEE ACCESS, v. 12, p. 13-pg., 2024-01-01. (22/07523-8)

DUCCA, SAMUEL VIEIRA; JORDAO, ARTUR; MARGI, CINTIA BORGES. Detection and classification of animal crossings on roads using IoT-based WiFi sensing. 2023 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS, LATINCOM, v. N/A, p. 6-pg., 2023-01-01. (22/07523-8)

SAYJARI, TAREK; SILVEIRA, REGINA MELO; MARGI, CINTIA BORGES. IEEE 802.15.4e TSCH traffic isolation approach impact on SDWSN's control plane performance. 2023 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS, LATINCOM, v. N/A, p. 6-pg., 2023-01-01. (22/07523-8)

CARRER, ALEXANDRE MARQUES; MARGI, CINTIA BORGES. Improving Centralized Intrusion Detection with Hardware Operational Metrics in Internet of Things. 2024 IEEE 49TH CONFERENCE ON LOCAL COMPUTER NETWORKS, LCN 2024, v. N/A, p. 9-pg., 2024-01-01. (20/09850-0, 22/07523-8)

SAYJARI, TAREK; SILVEIRA, REGINA MELO; MARGI, CINTIA BORGES. Application-Aware Scheduling for IEEE 802.15.4e Time-Slotted Channel Hopping Using Software-Defined Wireless Sensor Network Slicing. SENSORS, v. 23, n. 16, p. 27-pg., 2023-08-01. (22/07523-8)