7 papers
mmFlux: Crowd Flow Analytics with Commodity mmWave MIMO Radar
Anurag Pallaprolu, Winston Hurst, Yasamin Mostofi
In this paper, we present mmFlux: a novel framework for extracting underlying crowd motion patterns and inferring crowd semantics using mmWave radar. First, our proposed signal pro…
Embracing Diffraction: A Paradigm Shift in Wireless Sensing and Communication
Anurag Pallaprolu, Winston Hurst, Yasamin Mostofi
Wireless signals are integral to modern society, enabling both communication and increasingly, environmental sensing. While various propagation models exist, ranging from empirical…
mmSnap: Bayesian One-Shot Fusion in a Self-Calibrated mmWave Radar Network
Anirban Banik, Lalitha Giridhar, Aaditya Prakash Kattekola +4
We present mmSnap, a collaborative RF sensing framework using multiple radar nodes, and demonstrate its feasibility and efficacy using commercially available mmWave MIMO radars. Co…
Crowd Size Estimation for Non-Uniform Spatial Distributions with mmWave Radar
Anurag Pallaprolu, Aaditya Prakash Kattekola, Winston Hurst +3
In this paper, we present a novel methodology for crowd size estimation using monostatic mmWave radar. Our aim is to accurately count large crowds that follow a non-uniform spatial…
Challenges and Thrills of Legal Arguments
Anurag Pallaprolu, Radha Vaidya, Aditya Swaroop Attawar
State-of-the-art attention based models, mostly centered around the transformer architecture, solve the problem of sequence-to-sequence translation using the so-called scaled dot-p…
Backward Propagation
Anurag Pallaprolu
The document covers the fundamental algorithm of backward propagation from the point of view of reconstructing the wavefield captured by a "screen" in an imaging system. Owing to a…