Search Results for author: Raviraj Adve

Found 7 papers, 0 papers with code

Terahertz Induced Protein Interactions in a Random Medium

no code implementations23 Oct 2023 Hadeel Elayan, Andrew W. Eckford, Raviraj Adve

Folding of proteins into their correct native structure is key to their function.

Protein Folding

Selectivity of Protein Interactions Stimulated by Terahertz Signals

no code implementations4 Jul 2022 Hadeel Elayan, Andrew W. Eckford, Raviraj Adve

To establish that, we formulate a selectivity metric that quantifies the system performance and captures the capability of the nanoantenna to induce a conformational change in the desired protein molecule/population.

Protein Folding

Deep Generative Models for Downlink Channel Estimation in FDD Massive MIMO Systems

no code implementations9 Mar 2022 Javad Mirzaei, Shahram Shahbazpanahi, Raviraj Adve, Navaneetha Gopal

Exploiting the partial reciprocity of uplink and downlink channels, we first estimate the frequency-independent underlying channel parameters, i. e., the magnitudes of path gains, delays, angles-of-arrivals (AoAs) and angles-of-departures (AoDs), via uplink training, since these parameters are common in both uplink and downlink.

Neural Style Transfer Enhanced Training Support For Human Activity Recognition

no code implementations27 Jul 2021 Shelly Vishwakarma, Wenda Li, Chong Tang, Karl Woodbridge, Raviraj Adve, Kevin Chetty

Further, we benchmark the data augmentation performance of the style transferred signatures with three other synthetic datasets -- clean simulated spectrograms (no environmental effects), simulated data with added AWGN noise, and simulated data with GAN generated noise.

Data Augmentation Human Activity Recognition +1

SimHumalator: An Open Source WiFi Based Passive Radar Human Simulator For Activity Recognition

no code implementations2 Mar 2021 Shelly Vishwakarma, Wenda Li, Chong Tang, Karl Woodbridge, Raviraj Adve, Kevin Chetty

We integrate WiFi transmission signals with the human animation data to generate the micro-Doppler features that incorporate the diversity of human motion characteristics, and the sensor parameters.

Activity Recognition Classification +1

Optimizing RRH Placement Under a Noise-Limited Point-to-Point Wireless Backhaul

no code implementations5 Feb 2021 Hussein A. Ammar, Raviraj Adve, Shahram Shahbazpanahi, Gary Boudreau

We investigate the effect of this scheme on the deployment of the RRHs and on the resulting achievable spectral efficiency over the access channel (under a backhaul outage constraint).

Information Theory Networking and Internet Architecture Information Theory

Information Rates of Controlled Protein Interactions Using Terahertz Communication

no code implementations2 Sep 2020 Hadeel Elayan, Andrew W. Eckford, Raviraj Adve

In this work, we present a paradigm bridging electromagnetic (EM) and molecular communication through a stimuli-responsive intra-body model.

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