Geethu Joseph

Geethu Joseph

Syracuse University

H-index: 7

North America-United States

About Geethu Joseph

Geethu Joseph, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at Syracuse University, specializes in the field of Statistical signal processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Bayesian Learning-Based Kalman Smoothing For Linear Dynamical Systems With Unknown Sparse Inputs

Situation-Aware Adaptive Transmit Beamforming for Automotive Radars

Occupancy grid mapping for automotive driving exploiting clustered sparsity

Convergence of Expectation-Maximization Algorithm with Mixed-Integer Optimization

Sparse Millimeter Wave Channel Estimation From Partially Coherent Measurements

Joint State and Input Estimation for Linear Dynamical Systems with Sparse Control

Scalable and decentralized algorithms for anomaly detection via learning-based controlled sensing

Anomaly Detection via Learning-Based Sequential Controlled Sensing

Geethu Joseph Information

University

Position

___

Citations(all)

144

Citations(since 2020)

138

Cited By

45

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

5

i10Index(since 2020)

5

Email

University Profile Page

Syracuse University

Google Scholar

View Google Scholar Profile

Geethu Joseph Skills & Research Interests

Statistical signal processing

Top articles of Geethu Joseph

Title

Journal

Author(s)

Publication Date

Bayesian Learning-Based Kalman Smoothing For Linear Dynamical Systems With Unknown Sparse Inputs

Rupam Kalyan Chakraborty

Geethu Joseph

Chandra R Murthy

2024/4/14

Situation-Aware Adaptive Transmit Beamforming for Automotive Radars

Edoardo Focante

Nitin Jonathan Myers

Geethu Joseph

Ashish Pandharipande

2024/4/14

Occupancy grid mapping for automotive driving exploiting clustered sparsity

IEEE Sensors Journal

Çağan Önen

Ashish Pandharipande

Geethu Joseph

Nitin Jonathan Myers

2024/2/19

Convergence of Expectation-Maximization Algorithm with Mixed-Integer Optimization

arXiv preprint arXiv:2401.17763

Geethu Joseph

2024/1/31

Sparse Millimeter Wave Channel Estimation From Partially Coherent Measurements

arXiv preprint arXiv:2310.07569

Weijia Yi

Nitin Jonathan Myers

Geethu Joseph

2023/10/11

Joint State and Input Estimation for Linear Dynamical Systems with Sparse Control

arXiv preprint arXiv:2312.02082

Rupam Kalyan Chakraborty

Geethu Joseph

Chandra R Murthy

2023/12/4

Scalable and decentralized algorithms for anomaly detection via learning-based controlled sensing

IEEE Transactions on Signal and Information Processing over Networks

Geethu Joseph

Chen Zhong

M Cenk Gursoy

Senem Velipasalar

Pramod K Varshney

2023/9/11

Anomaly Detection via Learning-Based Sequential Controlled Sensing

arXiv preprint arXiv:2312.00088

Geethu Joseph

Chen Zhong

M Cenk Gursoy

Senem Velipasalar

Pramod K Varshney

2023/11/30

Bayesian Algorithms for Kronecker-structured Sparse Vector Recovery With Application to IRS-MIMO Channel Estimation

arXiv preprint arXiv:2307.14719

Yanbin He

Geethu Joseph

2023/7/27

Minimal Input Structural Modifications for Strongly Structural Controllability

arXiv preprint arXiv:2311.05653

Geethu Joseph

Shana Moothedath

Jiabin Lin

2023/11/8

Structure-aware sparse Bayesian learning-based channel estimation for intelligent reflecting surface-aided MIMO

Yanbin He

Geethu Joseph

2023/6/4

LiDAR-Based Occupancy Grid Map Estimation Exploiting Spatial Sparsity

Çağan Önen

Ashish Pandharipande

Geethu Joseph

Nitin Jonathan Myers

2023/10/29

Kronecker-structured Sparse Vector Recovery with Application to IRS-MIMO Channel Estimation

arXiv preprint arXiv:2310.07869

Yanbin He

Geethu Joseph

2023/10/11

Stabilizability of Linear Dynamical Systems Using Sparse Control Inputs

IEEE Transactions on Automatic Control

Chandrasekhar Sriram

Geethu Joseph

Chandra R Murthy

2022/10/25

State Estimation of Linear Systems With Sparse Inputs and Markov-Modulated Missing Outputs

Geethu Joseph

Pramod K Varshney

2022/8/29

Near-field focusing using phased arrays with dynamic polarization control

Nitin Jonathan Myers

Yanki Aslan

Geethu Joseph

2022/8/29

Output Controllability of a Linear Dynamical System with Sparse Controls

IEEE Transactions on Control of Network Systems

Geethu Joseph

2022/7/5

Monitoring and Anomaly Detection Actor-Critic Based Controlled Sensing

arXiv preprint arXiv:2201.00879

Geethu Joseph

M Cenk Gursoy

Pramod K Varshney

2022/1/3

Learning Distributions Generated by Single-Layer ReLU Networks in the Presence of Arbitrary Outliers

Advances in Neural Information Processing Systems

Saikiran Bulusu

Geethu Joseph

M Cenk Gursoy

Pramod Varshney

2022/12/6

Sparsity-aware Bayesian inference and its applications

Geethu Joseph

Saurabh Khanna

Chandra R Murthy

Ranjitha Prasad

Sai Subramanyam Thoota

2022/1/1

See List of Professors in Geethu Joseph University(Syracuse University)

Co-Authors

H-index: 87
Pramod Varshney

Pramod Varshney

Syracuse University

H-index: 74
Bhaskar Rao

Bhaskar Rao

University of California, San Diego

H-index: 62
Vikram Krishnamurthy

Vikram Krishnamurthy

Cornell University

H-index: 38
Neelesh B. Mehta

Neelesh B. Mehta

Indian Institute of Science

H-index: 37
M. Cenk Gursoy

M. Cenk Gursoy

Syracuse University

H-index: 36
Senem Velipasalar

Senem Velipasalar

Syracuse University

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