Sreenil Saha

Title: Innovations of Sreenil Saha in Beamforming Technology

Introduction

Sreenil Saha is an accomplished inventor based in Kanata, Canada. He has made significant contributions to the field of beamforming technology, particularly through his innovative patent that integrates machine learning techniques.

Latest Patents

Sreenil Saha holds a patent titled "Codebook-based beamforming with random forest on content addressable memory." This invention presents a codebook-based beamforming architecture that utilizes a random forest tree classification machine learning approach. The design circumvents the channel sensing step, enhancing the efficiency of beamforming architecture. The random forest tree can be represented by a matrix, and a content addressable memory (CAM) is employed to implement this architecture. This allows for the selection of a near-optimal codeword with a uniform delay. Additionally, a photonics-based CAM is utilized to leverage the high bandwidth and low power consumption of optical components.

Career Highlights

Sreenil Saha is currently associated with Huawei Technologies Co., Limited, where he continues to push the boundaries of technology. His work focuses on integrating advanced machine learning techniques into practical applications, particularly in telecommunications and data processing.

Collaborations

Sreenil collaborates with talented professionals in his field, including Mahsa Salmani and Armaghan Eshaghi. Their combined expertise fosters an environment of innovation and creativity, leading to groundbreaking advancements in technology.

Conclusion

Sreenil Saha's contributions to beamforming technology exemplify the intersection of machine learning and telecommunications. His innovative patent reflects a commitment to enhancing efficiency and performance in this critical area of technology.