Chandrasekar Sankaran

Title: Innovations by Chandrasekar Sankaran: A Pioneer in Multi-User MIMO Technologies

Introduction

Chandrasekar Sankaran, an inventive mind located in Arlington Heights, IL, has made significant contributions to the field of wireless communication. With a solid portfolio of 10 patents, his innovative work focuses on enhancing multi-user multiple-input multiple-output (MU-MIMO) technology through advanced methodologies in machine learning and deep learning.

Latest Patents

One of his latest patents introduces a groundbreaking approach for resource pairing using a reinforcement learning-based deep Q network (DQN). This patent outlines systems, methods, apparatuses, and computer program products that efficiently schedule radio resources across various user equipment (UEs). The method is sophisticated, involving encoding sequences of MU-MIMO beam combinations into unique numerical values, integrating Q values, and utilizing a deep Q network to output optimal beam assignments for efficient user equipment pairing.

Another notable patent highlights methods and apparatuses for user pairing using deep learning techniques. This innovation involves selecting candidate beams for MU-MIMO user pairing through the application of deep neural networks (DNNs). Here, user combinations are selected based on maximized multi-user priority metrics, significantly improving the effectiveness of wireless communications.

Career Highlights

Chandrasekar has honed his expertise while working with well-regarded companies such as Motorola Mobility LLC and Nokia Solutions and Networks Oy. His experience in these influential organizations has shaped his innovative approach towards solving complex wireless communication challenges.

Collaborations

Throughout his career, Chandrasekar has collaborated with notable colleagues in the field, including Fan Wang and Stanley J Benes. These collaborations have fostered an environment of creativity and ideation, significantly contributing to his innovative projects and patents.

Conclusion

With a remarkable track record and a keen focus on advancing MU-MIMO technology, Chandrasekar Sankaran exemplifies the spirit of innovation. His contributions through patents reflect a commitment to enhancing wireless communication systems, underscoring his role as a pivotal inventor in the technology landscape.