Integrating Internet of Things (IoT) technologies with masonry materials offers a fresh structure to improve real-time monitoring, resource management, and structural management in a variety of construction use cases. This research examines strategies to enable innovative deployments of IoT-enabled masonry systems, and focuses on enhanced signal propagation, energy use, and reliability of the collected data within built environments. Through the use of masonry’s inherent properties such as thermal characteristics, textural qualities, and load capabilities, IoT frameworks are designed to provide seamless connectivity and strong performance. The research studies these techniques and technologies in a 6 × 9 × 4 m³ masonry room, divided into 1200 segments, measuring all frame components. IoT modules embedded into masonry walls use higher frequency resonators in the 2.8–3.6 GHz range, as supported by an array of 3 × 3 antennas for directional communication calibration. The model incorporates environmental parameters with a scattering index of 0.85 and a reflection coefficient of 0.60 to model material interactions. Each IoT node is optimized across frequencies for 75 distinct frequency ranges for improved signal quality and lower to minimize signal propagation losses. The simulation results indicate with 15 IoT nodes arranged within masonry structures with a signal uniformity index of 0.82 ± 0.04, a 27% improvement from the baseline (random placements and free space nodes). Each node’s energy usage reduced to 0.72 ± 0.03 J or a 30% reduction in energy usage from 1.03 ± 0.05 J in the baseline, while the interference was reduced to − 68 ± 2 dBm with 40% interference reduction, resulting in more reliable communication in dense deployments. Moreover, embedded resonator technology improves resource efficiency, supporting the objectives of adaptive and sustainable infrastructure. The results highlight how IoT-augmented masonry materials have the potential to revolutionise resource management, connectivity, and structural evaluation in the fields of contemporary building and historical preservation.