Atulya Yellepeddi

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 3

Top Topics

Convolutional Neural Networks

Parameter Estimation

Probabilistic Data Association

Top Venues

IEEE Signal Process. Lett.

Massachusetts Institute of Technology, Cambridge, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, USA

PHD

Publications

Mumin Jin, Atulya Yellepeddi, Gregory W. Wornell
2D-Radar Imaging With Deep Convolutional Neural Networks. MLSP (2023)
Jennifer Tang, Atulya Yellepeddi, Sefa Demirtas, Christopher Barber
Tracking to Improve Detection Quality in Lidar For Autonomous Driving. ICASSP (2020)
Atulya Yellepeddi, James C. Preisig
Efficient System Tracking With Decomposable Graph-Structured Inputs and Application to Adaptive Equalization With Cyclostationary Inputs. IEEE Trans. Signal Process. 66 (10) (2018)
Atulya Yellepeddi, James C. Preisig
Adaptive Equalization in a Turbo Loop. IEEE Trans. Wirel. Commun. 14 (9) (2015)
Atulya Yellepeddi, James C. Preisig
Approximate least squares parameter estimation with structured observations. ICASSP (2014)
Atulya Yellepeddi, Dinei Florêncio
Sparse Array-Based Room Transfer Function Estimation for Echo Cancellation. IEEE Signal Process. Lett. 21 (2) (2014)
Atulya Yellepeddi, Kyeong Jin Kim, Chunjie Duan, Philip V. Orlik
On probabilistic data association for achieving near-exponential diversity over fading channels. ICC (2013)
Atulya Yellepeddi, James C. Preisig
Design of decision device for the adaptation of decision directed equalizers. ICASSP (2013)
Atulya Yellepeddi, James C. Preisig
Soft-adaptive turbo equalization: Using soft information in adaptation. ACSCC (2012)
Atulya Yellepeddi, James C. Preisig
Direct-form adaptive equalization using soft information. Allerton (2011)