Advanced Antenna and Waveguide Technologies for Wireless Biomedical Devices: A Test-Driven AI Framework for Signal Transmission and Imaging Integration.
Keywords:
Substrate Integrated Waveguide, Biomedical Antennas, Wireless Healthcare, Medical Imaging, Signal Transmission, Intelligent Healthcare Systems, Wearable DevicesAbstract
Advanced antenna and waveguide technologies, they become central to how wireless biomedical devices grow, letting signals transmit reliably and high-resolution imaging fit into modern healthcare systems. This study it look at designing, optimizing, and checking how well substrate integrated waveguide antenna systems work, specifically for biomedical uses. The research it try to close the gap between good wireless communication and imaging functions all on one platform. A hybrid antenna structure which combines SIW parts with better slot setups are suggested to make bandwidth wider, keep gain stable, and keep signal integrity strong in complicated biological places. Testing it out in real life shows big improvements in how efficiently signals transmit and how clear images are, when you compare it to older antenna systems. This study also fit with the increasing need for smart healthcare solutions that work together, making sure it compatible with devices you wear and ones you put inside the body. The results show that advanced SIW-based antenna systems can handle biomedical data transmission in real time, and it make accurate imaging possible, contributing to the next wave of healthcare technology.To enhance system reliability and performance, a test-driven artificial intelligence framework is incorporated to validate electromagnetic simulations, optimize antenna-waveguide integration, and ensure safe deployment in biomedical environments.
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