Svet interneta stvari postaja vse bolj priljubljen, saj nam olajša vsakodnevna opravila. Pri tem lahko nastanejo velike množice podatkov in z njimi potreba po njihovi obdelavi in analizi, kjer nam lahko področje strojnega učenja dodatno razširi funkcionalnost sistemov. Hkrati pa tovrstna tematika vse pogosteje postaja del industrijskih obratov, kje...
In a new era of indoor environmental monitoring, the combination of cost-effectiveness and reasonable accuracy makes low-cost sensors a valuable tool for thermal comfort research. Unfortunately, steep learning curves, the complexity of calibration methods and insufficient documentation on existing devices prevent most of the research community from...
Published in Frontiers in The Internet of Things
Nowadays, every industry across the globe is facing a disruptive transformation enabled by digitalization processes. Also, the industry of infrastructures, such as telecom, energy, transportation, and water systems, will be reshaped by the digitalization of physical assets mainly enabled by IoT technologies. An outstanding role in this scenario wil...
V sodobnih časih naše okolje vsebuje številne manjše naprave, ki opravljajo različne funkcije. Veliko takih naprav ne vsebuje zaslona ali tipkovnic, saj za izvajanje niso potrebni. Njihov priklop je običajno preprost, saj pogosto potrebujejo samo vir napajanja. Za delovanje takih naprav v lokalnem brezžičnem omrežju pa potrebujemo metodo posredovan...
The adoption of artificial intelligence (AI) in healthcare is growing rapidly. Remote patient monitoring (RPM) is one of the common healthcare applications that assist doctors to monitor patients with chronic or acute illness at remote locations, elderly people in-home care, and even hospitalized patients. The reliability of manual patient monitori...
School of Artificial Intelligence Artifici / close
The Internet of Things (IoT) is a rapidly growing technology that connects millions of devices together. However, as more devices connect, the importance of ensuring security, privacy, and performance becomes paramount. Training performance is affected without proper protocols in place, and devices can get compromised. This research focuses on how ...
Published in IOP Conference Series: Earth and Environmental Science
The need for soil moisture data transmission in IoT is growing thus there is a need to improve the accuracy and performance of such IoT systems. The focus of this research is on soil moisture that is detected by IoT sensors. IoT sensor data is collected and transmitted to the farmer or user. Using deep learning, actuators can take be trained to tak...
V sklopu pričujočega diplomskega dela predstavimo predstavimo aktualno tehnološko paradigmo IoT in obširneje opišemo eno glavnih podskupin paradigme in sicer povezljive gospodinjske aparate. Ta je verjetno povprečnemu človeku najbolj poznana izmed vseh podskupin IoT še posebej pod imenom pametni dom. V množico povezljivih gospodinjskih aparatov sod...
Published in Sensors (Basel, Switzerland)
This paper presents the design, optimization, and calibration of multivariable resonators for microwave dielectric sensors. An optimization technique for the circular complementary split ring resonator (CC-SRR) and square complementary split ring resonator (SC-SRR) is presented to achieve the required transmission response in a precise manner. The ...
