Talks and presentations

Can Pilots be used for Integrated Sensing and Communications?

December 10, 2025

Invited talk, Seventh International Conference on Soft Computing and its Engineering Applications - December 09-11, 2025 | Hanoi, Vietnam | Hybrid Conference, Virtual

Abstract: Integrated sensing and communications (ISAC) systems for 6G promise to unlock unprece- dented efficiencies by merging wireless connectivity and target detection into a single platform. In this talk, we present a novel orthogonal pilot design for multi-user communications and target sensing in ISAC scenarios. Our approach begins with a mutual information (MI) analysis for both sensing and communication links, in addition to motivations and connections to channel capacity and probability of detection. Then, we formulate a multi-objective optimization problem (MOOP) that aims to simul- taneously maximize sensing and communication MIs. To manage this joint optimization, we simplify the MOOP into a single-objective formulation that reveals the inherent trade-offs between sensing and communication performance. Leveraging the projected gradient descent method on the Stiefel manifold, we derive closed-form gradient expressions that allow an efficient implementation of the algorithm. We demonstrate that our design significantly impacts communication performance while preserving strong target detection capabilities, showcasing by notable improvements in probability of detection for a fixed false-alarm probability. Moreover, we observe an information overlap phenomenon, highlighting how the inherent synergy in ISAC systems can be fully exploited.

Outage-Based Beamforming Design for Integrated Sensing and Communications 6G Systems

April 12, 2025

Invited talk, 2025年第十二届无线通信和传感器网络国际会议, 2025 12th International Conference on Wireless Communications and Sensor Networks, Virtual

Abstract: Integrated Sensing and Communication (ISAC) is emerging as a cornerstone technology for future 6G networks, enabling wireless environments that can support advanced communication and sensing. In this talk, we characterize SAC performance in by jointly optimizing the tradeoffs between sensing from a Bartlett perspective, and communication from outage SINR perspective. In particular, we formulate a framework that allows to achieve the aforementioned sensing and communication joint capabilities through beamforming. Our main results include the explicit dependencies of outage parameters on the SAC tradeoff. In particular, the correlation level between the steering vector towards the target and the channel between the dual functional radar-communication base station and the communication user directly impacts the ISAC trade-off.

6G Integrated Sensing and Communications: One for All and All for One

April 21, 2024

Invited talk, NVIDIA GTC 2024, Virtual

Abstract: Learn how to leverage the up-and-coming technology integrated sensing and communications (ISAC) to maximize the potential of 6G technology. We’ll explore how this will impact use cases across innovative applications from the automotive and unmanned aerial vehicle sector to robotics, and much more. I’ll walk through simulations powered by NVIDIA GPUs that demonstrate the potential of this technology. We’ll also explore the main challenges and current state of the art of ISAC for 6G.

Speech AI Summit

November 02, 2022

Invited talk, NVIDIA GTC 2022, Virtual

Abstract: An online conversation with experts from Google, Meta, NVIDIA, and more on trends and techniques in automatic speech recognition (ASR) and text-to-speech (TTS) technologies. Speech AI is becoming ubiquitous, helping businesses around the world power virtual assistants, scale call centers, take meeting notes, enhance AR experiences, and more. During the summit, you’ll hear from speech AI leaders on their latest work - research, production, and open source - to make speech AI more accurate, engaging, and globally accessible.