5 papers
Ranging success probability of PPP distributed automotive radar in presence of generalized fading
Sudharsan Parthasarathy, Rakshith Jagannath
In automotive radar applications, multiple radars are used in all vehicles for improving the imaging quality. However this causes radar-to-radar interference from neighbouring vehi…
Detection Estimation and Grid matching of Multiple Targets with Single Snapshot Measurements
Rakshith Jagannath
In this work, we explore the problems of detecting the number of narrow-band, far-field targets and estimating their corresponding directions from single snapshot measurements. The…
Maximal Packing with Interference Constraints
Rakshith Jagannath, Radha Krishna Ganti, Neelesh S Upadhye
In this work, we study the problem of scheduling a maximal set of transmitters subjected to an interference constraint across all the nodes. Given a set of nodes, the problem reduc…
Detection and Estimation of Multiple DoA Targets with Single Snapshot Measurements
Rakshith Jagannath
In this paper, we explore the problems of detecting the number of narrow-band, far-field targets and estimating their corresponding directions of arrivals (DoAs) from single snapsh…
The LASSO Estimator: Distributional Properties
Rakshith Jagannath, Neelesh S Upadhye
The least absolute shrinkage and selection operator (LASSO) is a popular technique for simultaneous estimation and model selection. There have been a lot of studies on the large sa…