3 papers
cs.LG2025
CURA: Size Isnt All You Need -- A Compact Universal Architecture for On-Device Intelligence
Jae-Bum Seo, Muhammad Salman, Lismer Andres Caceres-Najarro
Existing on-device AI architectures for resource-constrained environments face two critical limitations: they lack compactness, with parameter requirements scaling proportionally t…
eess.SP2025
BARProp: Fast-Converging and Memory-Efficient RSS-Based Localization Algorithm for IoT
Luis F. Abanto-Leon, Muhammad Salman, Lismer Andres Caceres-Najarro
Leveraging received signal strength (RSS) measurements for indoor localization is highly attractive due to their inherent availability in ubiquitous wireless protocols. However, pr…
eess.SP2024
Multi-population Differential Evolution for RSS based Cooperative Localization in Wireless Sensor Networks with Limited Communication Range
Lismer Andres Caceres Najarro, Iickho Song, Muhammad Salman +1
This paper presents a novel approach to deal with the cooperative localization problem in wireless sensor networks based on received signal strength measurements. In cooperative sc…