Integration of Substrate Integrated Waveguide Antennas in Smart Healthcare Systems: A Test-Driven AI Framework for Efficient Signal Processing and Reliable Communication.
Keywords:
Substrate Integrated Waveguide, Smart Healthcare Systems, Biomedical Antennas, Signal Processing, Wireless Communication, Intelligent Healthcare, Wearable DevicesAbstract
Substrate integrated waveguide (SIW) based antenna systems are increasingly significant in smart healthcare systems to facilitate signal processing and wireless data communication. This research explores the development, deployment and evaluation of SIW antennas for smart healthcare environments that demand continuous monitoring, real time diagnostics and device interoperability. The integrated approach incorporates innovative SIW based antennas with smart signal processing algorithms to enhance signal transmission efficiency, minimise loss and improve data accuracy in biomedical systems. The simulation and experimental findings show that the unified system exhibits increased gain, enhanced bandwidth, and signal stability over traditional antenna designs. To enhance system performance and reliability, a test-driven artificial intelligence framework is incorporated to validate signal processing workflows, optimize antenna integration, and ensure robust communication in dynamic healthcare environments.
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