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ORCIDThakshila Wimalajeewa
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- affiliation: Syracuse University, USA
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2020 – today
- 2024
[j26]Swatantra Kafle
, Thakshila Wimalajeewa, Pramod K. Varshney:
Noisy One-Bit Compressed Sensing With Side-Information. IEEE Trans. Signal Process. 72: 3792-3804 (2024)- 2020
- [j25]Baocheng Geng, Swastik Brahma, Thakshila Wimalajeewa, Pramod K. Varshney, Muralidhar Rangaswamy:
Prospect Theoretic Utility Based Human Decision Making in Multi-Agent Systems. IEEE Trans. Signal Process. 68: 1091-1104 (2020)
2010 – 2019
- 2019
- [j24]Swatantra Kafle, Vipul Gupta, Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney:
Joint Sparsity Pattern Recovery With 1-b Compressive Sensing in Distributed Sensor Networks. IEEE Trans. Signal Inf. Process. over Networks 5(1): 15-30 (2019) - [c24]Swatantra Kafle, Thakshila Wimalajeewa, Pramod K. Varshney:
Noisy 1-Bit Compressed Sensing with Heterogeneous Side-information. ICASSP 2019: 4873-4877 - 2018
- [j23]Onur Ozdemir, Thomas G. Allen, Sora Choi, Thakshila Wimalajeewa, Pramod K. Varshney:
Copula Based Classifier Fusion Under Statistical Dependence. IEEE Trans. Pattern Anal. Mach. Intell. 40(11): 2740-2748 (2018) - [j22]Thakshila Wimalajeewa, Pramod K. Varshney:
Compressive Sensing Based Classification in the Presence of Intra-and Inter-Signal Correlation. IEEE Signal Process. Lett. 25(9): 1398-1402 (2018) - [j21]Thakshila Wimalajeewa, Pramod K. Varshney:
Compressive Sensing-Based Detection With Multimodal Dependent Data. IEEE Trans. Signal Process. 66(3): 627-640 (2018) - [c23]Swatantra Kafle, Thakshila Wimalajeewa, Pramod K. Varshney:
Generalized Approximate Message Passing For Noisy 1-Bit Compressed Sensing With Side-Information. ACSSC 2018: 1964-1968 - [c22]Thakshila Wimalajeewa, Pramod K. Varshney, Muralidhar Rangaswamy:
On Integrating Human Decisions with Physical Sensors for Binary Decision Making. FUSION 2018: 1-5 - [c21]Swatantra Kafle, Thakshila Wimalajeewa, Pramod K. Varshney:
Bayesian Sparse Signal Detection Exploiting Laplace Prior. ICASSP 2018: 4259-4263 - 2017
- [j20]Thakshila Wimalajeewa, Pramod K. Varshney:
Sparse Signal Detection With Compressive Measurements via Partial Support Set Estimation. IEEE Trans. Signal Inf. Process. over Networks 3(1): 46-60 (2017) - [j19]Thakshila Wimalajeewa, Pramod K. Varshney, Wei Su:
Detection of Single Versus Multiple Antenna Transmission Systems Using Pilot Data. IEEE Trans. Signal Inf. Process. over Networks 3(1): 159-171 (2017) - [j18]Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney:
Collaborative Compressive Detection With Physical Layer Secrecy Constraints. IEEE Trans. Signal Process. 65(4): 1013-1025 (2017) - [c20]Thakshila Wimalajeewa, Pramod K. Varshney:
Robust detection of random events with spatially correlated data in wireless sensor networks via distributed compressive sensing. CAMSAP 2017: 1-5 - [c19]Thakshila Wimalajeewa, Pramod K. Varshney:
Detection with multimodal dependent data using low-dimensional random projections. ICASSP 2017: 4621-4625 - [c18]Onur Ozdemir, Lakshmi Narasimhan Theagarajan, Mohit Agarwal, Thakshila Wimalajeewa, Pramod K. Varshney:
An MCMC Approach to Multisensor Linear Modulation Classification. WCNC 2017: 1-6 - [i16]Thakshila Wimalajeewa, Pramod K. Varshney:
Compressive Sensing Based Detection With Multimodal-Dependent Data. CoRR abs/1701.01352 (2017) - [i15]Thakshila Wimalajeewa, Pramod K. Varshney:
Robust Detection of Random Events with Spatially Correlated Data in Wireless Sensor Networks via Distributed Compressive Sensing. CoRR abs/1707.08208 (2017) - 2016
- [j17]Gang Li, Thakshila Wimalajeewa, Pramod K. Varshney:
Decentralized and Collaborative Subspace Pursuit: A Communication-Efficient Algorithm for Joint Sparsity Pattern Recovery With Sensor Networks. IEEE Trans. Signal Process. 64(3): 556-566 (2016) - [j16]Bhavya Kailkhura, Sijia Liu, Thakshila Wimalajeewa, Pramod K. Varshney:
Measurement Matrix Design for Compressed Detection With Secrecy Guarantees. IEEE Wirel. Commun. Lett. 5(4): 420-423 (2016) - [c17]Swatantra Kafle, Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney:
Decentralized joint sparsity pattern recovery using 1-bit compressive sensing. GlobalSIP 2016: 1354-1358 - [i14]Thakshila Wimalajeewa, Pramod K. Varshney:
Sparse Signal Detection with Compressive Measurements via Partial Support Set Estimation. CoRR abs/1602.06230 (2016) - [i13]Thakshila Wimalajeewa, Pramod K. Varshney:
Detection with Multimodal Dependent Data Using Low Dimensional Random Projections. CoRR abs/1609.05111 (2016) - [i12]Thakshila Wimalajeewa, Pramod K. Varshney, Wei Su:
Detection of Single vs Multiple Antenna Transmission Systems Using Pilot Data. CoRR abs/1611.00312 (2016) - 2015
- [j15]Thakshila Wimalajeewa, Yonina C. Eldar, Pramod K. Varshney:
Subspace Recovery From Structured Union of Subspaces. IEEE Trans. Inf. Theory 61(4): 2101-2114 (2015) - [j14]Thakshila Wimalajeewa, Pramod K. Varshney:
Wireless Compressive Sensing Over Fading Channels With Distributed Sparse Random Projections. IEEE Trans. Signal Inf. Process. over Networks 1(1): 33-44 (2015) - [j13]Yujiao Zheng, Nianxia Cao, Thakshila Wimalajeewa, Pramod K. Varshney:
Compressive Sensing Based Probabilistic Sensor Management for Target Tracking in Wireless Sensor Networks. IEEE Trans. Signal Process. 63(22): 6049-6060 (2015) - [j12]Onur Ozdemir, Thakshila Wimalajeewa, Berkan Dulek, Pramod K. Varshney, Wei Su:
Asynchronous Linear Modulation Classification With Multiple Sensors via Generalized EM Algorithm. IEEE Trans. Wirel. Commun. 14(11): 6389-6400 (2015) - [c16]Vipul Gupta, Bhavya Kailkhura, Thakshila Wimalajeewa, Sijia Liu, Pramod K. Varshney:
Joint sparsity pattern recovery with 1-bit compressive sensing in sensor networks. ACSSC 2015: 1472-1476 - [c15]Thakshila Wimalajeewa, Jithin Jagannath, Pramod K. Varshney, Andrew L. Drozd, Wei Su:
Distributed asynchronous modulation classification based on hybrid maximum likelihood approach. MILCOM 2015: 1519-1523 - [i11]Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney:
Collaborative Compressive Detection with Physical Layer Secrecy Constraints. CoRR abs/1502.05370 (2015) - [i10]Thakshila Wimalajeewa, Pramod K. Varshney:
Wireless Compressive Sensing Over Fading Channels with Distributed Sparse Random Projections. CoRR abs/1504.03974 (2015) - [i9]Bhavya Kailkhura, Sijia Liu, Thakshila Wimalajeewa, Pramod K. Varshney:
Measurement Matrix Design for Compressive Detection with Secrecy Guarantees. CoRR abs/1506.00238 (2015) - [i8]Vipul Gupta, Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney:
Joint Sparsity Pattern Recovery with 1-bit Compressive Sensing in Sensor Networks. CoRR abs/1506.00540 (2015) - 2014
- [j11]Thakshila Wimalajeewa, Pramod K. Varshney:
Asymptotic Performance of Categorical Decision Making with Random Thresholds. IEEE Signal Process. Lett. 21(8): 994-997 (2014) - [j10]Thakshila Wimalajeewa, Pramod K. Varshney:
OMP Based Joint Sparsity Pattern Recovery Under Communication Constraints. IEEE Trans. Signal Process. 62(19): 5059-5072 (2014) - [c14]Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney:
On physical layer secrecy of collaborative compressive detection. ACSSC 2014: 51-55 - [c13]Hao Zhang, Gang Li, Thakshila Wimalajeewa, Pramod K. Varshney:
On the detection of sparse signals with sensor networks based on subspace pursuit. GlobalSIP 2014: 438-442 - [c12]Gang Li, Thakshila Wimalajeewa, Pramod K. Varshney:
Decentralized subspace pursuit for joint sparsity pattern recovery. ICASSP 2014: 3365-3369 - [c11]Yujiao Zheng, Thakshila Wimalajeewa, Pramod K. Varshney:
Probabilistic sensor management for target tracking via compressive sensing. ICASSP 2014: 5075-5079 - [c10]Bhavya Kailkhura, Thakshila Wimalajeewa, Lixin Shen, Pramod K. Varshney:
Distributed Compressive Detection with Perfect Secrecy. MASS 2014: 674-679 - [c9]Svetlana Foulke, Jithin Jagannath, Andrew L. Drozd, Thakshila Wimalajeewa, Pramod K. Varshney, Wei Su:
Multisensor Modulation Classification (MMC): Implementation Considerations - USRP Case Study. MILCOM 2014: 1663-1668 - [i7]Gang Li, Thakshila Wimalajeewa, Pramod K. Varshney:
Decentralized Subspace Pursuit for Joint Sparsity Pattern Recovery. CoRR abs/1403.1460 (2014) - [i6]Gang Li, Thakshila Wimalajeewa, Pramod K. Varshney:
Decentralized and Collaborative Subspace Pursuit: A Communication-Efficient Algorithm for Joint Sparsity Pattern Recovery. CoRR abs/1404.3394 (2014) - [i5]Onur Ozdemir, Thakshila Wimalajeewa, Berkan Dulek, Pramod K. Varshney, Wei Su:
Hybrid Maximum Likelihood Based Linear Modulation Classification with Multiple Sensors via Generalized EM Algorithm. CoRR abs/1409.8370 (2014) - 2013
- [j9]Thakshila Wimalajeewa, Pramod K. Varshney:
Collaborative Human Decision Making With Random Local Thresholds. IEEE Trans. Signal Process. 61(11): 2975-2989 (2013) - [c8]Thakshila Wimalajeewa, Pramod K. Varshney:
Cooperative sparsity pattern recovery in distributed networks via distributed-OMP. ICASSP 2013: 5288-5292 - [i4]Thakshila Wimalajeewa, Yonina C. Eldar, Pramod K. Varshney:
Subspace Detection from Structured Union of Subspaces via Linear Sampling. CoRR abs/1304.6281 (2013) - [i3]Thakshila Wimalajeewa, Pramod K. Varshney:
Joint Sparsity Pattern Recovery under Communication Constraints: Greedy Approaches. CoRR abs/1307.8320 (2013) - [i2]Thakshila Wimalajeewa, Yonina C. Eldar, Pramod K. Varshney:
Recovery of Sparse Matrices via Matrix Sketching. CoRR abs/1311.2448 (2013) - 2012
- [j8]Thakshila Wimalajeewa, Pramod K. Varshney:
Performance Bounds for Sparsity Pattern Recovery With Quantized Noisy Random Projections. IEEE J. Sel. Top. Signal Process. 6(1): 43-57 (2012) - [j7]Thakshila Wimalajeewa, Hao Chen, Pramod K. Varshney:
Performance Limits of Compressive Sensing-Based Signal Classification. IEEE Trans. Signal Process. 60(6): 2758-2770 (2012) - [c7]Thakshila Wimalajeewa, Pramod K. Varshney:
Collaborative human decision fusion with uncertain individual thresholds. FUSION 2012: 1210-1217 - [i1]Thakshila Wimalajeewa, Pramod K. Varshney:
Cooperative Sparsity Pattern Recovery in Distributed Networks Via Distributed-OMP. CoRR abs/1211.6719 (2012) - 2011
- [j6]Thakshila Wimalajeewa, Sudharman K. Jayaweera:
Distributed and Collaborative Node Mobility Management for Dynamic Coverage Improvement in Hybrid Sensor Networks. EURASIP J. Wirel. Commun. Netw. 2011 (2011) - [j5]Thakshila Wimalajeewa, Pramod K. Varshney:
Polarity-Coincidence-Array Based Spectrum Sensing for Multiple Antenna Cognitive Radios in the Presence of Non-Gaussian Noise. IEEE Trans. Wirel. Commun. 10(7): 2362-2371 (2011) - [c6]Thakshila Wimalajeewa, Pramod K. Varshney:
A non-parametric approach for spectrum sensing with multiple antenna cognitive radios in the presence of Non-Gaussian noise. WCNC 2011: 1909-1914 - 2010
- [j4]Thakshila Wimalajeewa, Sudharman K. Jayaweera:
Distributed Detection of Randomly Located Targets in Mobility-Assisted Sensor Networks with Node Mobility Management. EURASIP J. Adv. Signal Process. 2010 (2010) - [j3]Thakshila Wimalajeewa, Sudharman K. Jayaweera:
Impact of mobile node density on detection performance measures in a hybrid sensor network. IEEE Trans. Wirel. Commun. 9(5): 1760-1769 (2010) - [j2]Thakshila Wimalajeewa, Sudharman K. Jayaweera:
Distributed Node Selection for Sequential Estimation over Noisy Communication Channels. IEEE Trans. Wirel. Commun. 9(7): 2290-2301 (2010) - [c5]Thakshila Wimalajeewa, Sudharman K. Jayaweera:
A Novel Distributed Mobility Protocol for Dynamic Coverage in Sensor Networks. GLOBECOM 2010: 1-5 - [c4]Thakshila Wimalajeewa, Sudharman K. Jayaweera:
Mobility Assisted Distributed Tracking in Hybrid Sensor Networks. ICC 2010: 1-5
2000 – 2009
- 2008
- [j1]Thakshila Wimalajeewa, Sudharman K. Jayaweera:
Optimal Power Scheduling for Correlated Data Fusion in Wireless Sensor Networks via Constrained PSO. IEEE Trans. Wirel. Commun. 7(9): 3608-3618 (2008) - 2007
- [c3]Thakshila Wimalajeewa, Sudharman K. Jayaweera:
PSO for Constrained Optimization: Optimal Power Scheduling for Correlated Data Fusion in Wireless Sensor Networks. PIMRC 2007: 1-5 - [c2]Thakshila Wimalajeewa, Sudharman K. Jayaweera:
Power Efficient Analog Forwarding for Correlated Data Fusion in Wireless Sensor Networks. VTC Fall 2007: 367-371 - 2006
- [c1]Thakshila Wimalajeewa, Sudharman K. Jayaweera:
Optimal Power Scheduling for Data Fusion in Inhomogeneous Wireless Sensor Networks. AVSS 2006: 73
Coauthor Index
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