Search Results for author: K. Pavan Srinath

Found 4 papers, 0 papers with code

Attacking and Defending Deep-Learning-Based Off-Device Wireless Positioning Systems

no code implementations15 Nov 2022 Pengzhi Huang, Emre Gönültaş, Maximilian Arnold, K. Pavan Srinath, Jakob Hoydis, Christoph Studer

Localization services for wireless devices play an increasingly important role in our daily lives and a plethora of emerging services and applications already rely on precise position information.

Outdoor Positioning

Bit-Metric Decoding Rate in Multi-User MIMO Systems: Applications

no code implementations11 Mar 2022 K. Pavan Srinath, Jakob Hoydis

This is the second part of a two-part paper that focuses on link-adaptation (LA) and physical layer (PHY) abstraction for multi-user MIMO (MU-MIMO) systems with non-linear receivers.

Bit-Metric Decoding Rate in Multi-User MIMO Systems: Theory

no code implementations11 Mar 2022 K. Pavan Srinath, Jakob Hoydis

Another important use of post-equalization SINR is for physical layer (PHY) abstraction, where several PHY blocks like the channel encoder, the detector, and the channel decoder are replaced by an abstraction model in order to speed up system-level simulations.

Cluster-Seeking James-Stein Estimators

no code implementations1 Feb 2016 K. Pavan Srinath, Ramji Venkataramanan

The JS-estimator shrinks the observed vector towards the origin, and the risk reduction over the ML-estimator is greatest for $\boldsymbol{\theta}$ that lie close to the origin.

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