Autors: S. Rizanov., Stoynova, A. V., Todorov, D. G.
Title: Single-Pixel Optoelectronic IR Detectors in Wireless Wildfire Detection Systems
Keywords: Single-pixel optoelectronic IR detectors; Wireless wildfire detection systems

Abstract: Currently existing there are two types of remote wildfire detection technological approaches - camera-based systems, employing multiband IR imagery and thermal analysis; Wireless Sensor Network (WSN's) designs, employing environmental parameter sensory elements and long-distance wireless communication modules. Within this article, a novel fusion-based terrestrial system is proposed as an alternative - with the design structure centered around utilizing triple IR band analysis via single-pixel optoelectronic detectors and long-distance LoRa-based wireless communication. In addition, two types of low-level data analysis are used: based on the Dempster-Shafer theory - a generalization of Bayesian theory; Linear Discriminant Analysis (LDA) - a linear classification method. The system utilizes a centralized Data Stream Association Rule Mining (DSARM) framework with an Adaptive Multiple Regression (AMR) extension. The aim of the proposed design is to make use of the advantages in both curre

References

    Issue

    43rd International Spring Seminar on Electronics Technology (ISSE), 2020, Slovakia, IEEE, DOI 10.1109/ISSE49702.2020.9121145/ISBN 978-1-7281-6773-2

    Copyright IEEE

    Вид: публикация в международен форум, публикация в издание с импакт фактор, публикация в реферирано издание, индексирана в Scopus и Web of Science