Enhanced System and Method for Detecting Asymmetrically Positioned Internal Objects in Bodies

An improved system and method for detecting asymmetrically positioned internal objects in bodies, leveraging advanced signal processing techniques and machine learning algorithms to enhance detection accuracy and efficiency.

The original patent disclosed a system and method for detecting internal objects in bodies using microwave signals. However, the existing approach has limitations in terms of detection accuracy, particularly when dealing with asymmetrically positioned internal objects. The new inventive concept addresses these limitations by introducing advanced signal processing techniques, such as machine learning algorithms, deep learning models, and fuzzy logic approaches, to improve the detection of internal objects.

The enhanced system comprises a microwave signal generator, a plurality of symmetrically positioned antennas, and a processing unit configured to analyze differences in received microwave signals using machine learning algorithms trained on a dataset of known dielectric properties. The system can also utilize asymmetrically oriented antennas or antennas positioned at different depths in the body to enhance detection capabilities. The method involves transmitting microwave signals through the body, receiving the signals at symmetric antenna pairs, analyzing the differences in the received signals using a deep learning model or fuzzy logic approach, and detecting the internal object based on the analysis.

The new claims introduce novel and non-obvious improvements over the original patent, including the use of machine learning algorithms, deep learning models, and fuzzy logic approaches to enhance detection accuracy. The combination of symmetrically positioned antennas with advanced signal processing techniques and the use of asymmetrically oriented antennas or antennas at different depths in the body provide a significant inventive step over the prior art.

Alternative embodiments of the inventive concept could include the use of other advanced signal processing techniques, such as wavelet analysis or spectral analysis, to further enhance detection capabilities. Additionally, the system could be adapted for use in different applications, such as medical imaging or non-destructive testing, to expand its commercial potential.

The enhanced system and method for detecting asymmetrically positioned internal objects in bodies have significant commercial potential in the medical imaging and diagnostic industries, where accurate detection of internal objects is critical. The technology could also be applied in non-destructive testing and quality control in various industries, such as aerospace, automotive, and construction.