Joseph M Carmack

Title: Joseph M. Carmack: Innovator in Artificial Intelligence and Signal Processing

Introduction

Joseph M. Carmack is a notable inventor based in Milford, NH (US). He has made significant contributions to the fields of artificial intelligence and signal processing, holding a total of 2 patents. His work focuses on developing advanced systems that enhance the capabilities of radio frequency (RF) technology.

Latest Patents

Carmack's latest patents include an "Artificial Intelligence Radio Classifier and Identifier." This innovative system distinguishes individual RF emitter devices in real-world environments using deep learning techniques. It comprises an RF receiver that captures signals from multiple devices, a preprocessor for generating complex-valued In-phase (I) and Quadrature (Q) signal representations, and a two-stage Augmented Dilated Causal Convolution (ADCC) network. This network processes the I and Q components of the complex IQ samples, utilizing transfer learning for classification and unsupervised clustering to group RF signals by the transmitting device.

Another significant patent is for "Neural Network Kernels for Signal Processing in Lieu of Digital Signal Processing in Radio Receivers." This invention features an artifact-suppressing neural network kernel that can replace traditional digital signal processing (DSP) methods. It offers comparable or superior performance under various conditions and allows for real-time updates to the neural network training when new edge conditions arise. The kernel can be implemented in field-programmable gate arrays (FPGAs) or application-specific integrated circuits (ASICs), making it a versatile solution for modern signal processing challenges.

Career Highlights

Joseph M. Carmack is currently employed at BAE Systems Information and Electronic Systems Integration Inc. His work at this esteemed company has allowed him to push the boundaries of technology in the defense and electronics sectors.

Collaborations

Carmack has collaborated with talented individuals such as Scott A. Kuzdeba and Joshua W. Robinson. These partnerships have contributed to the successful development of his innovative projects.

Conclusion

Joseph M. Carmack is a pioneering inventor whose work in artificial intelligence and signal processing is shaping the future of RF technology. His patents reflect a commitment to advancing the capabilities of electronic systems, making significant strides in the industry.