Jill K. Nelson

Orcid: 0000-0003-0713-969X

Affiliations:
  • George Mason University, Fairfax VA, USA


According to our database1, Jill K. Nelson authored at least 41 papers between 2003 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2021
What Were They Thinking?: Refining Conceptual Assessments Using Think-Aloud Problem Solving.
IEEE Signal Process. Mag., 2021

Crafting Competitive Proposals for NSF Programs Related to Engineering and Computing Education.
Proceedings of the IEEE Frontiers in Education Conference, 2021

Application of Recurrent Convolutional Neural Networks for Mental Workload Assessment Using Functional Near-Infrared Spectroscopy.
Proceedings of the Advances in Neuroergonomics and Cognitive Engineering, 2021

2019
Mental Workload Classification From Spatial Representation of FNIRS Recordings Using Convolutional Neural Networks.
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

Convolutional Neural Network for Hybrid fNIRS-EEG Mental Workload Classification.
Proceedings of the Advances in Neuroergonomics and Cognitive Engineering, 2019

Multimodal fNIRS-EEG Classification Using Deep Learning Algorithms for Brain-Computer Interfaces Purposes.
Proceedings of the Advances in Neuroergonomics and Cognitive Engineering, 2019

2018
Robust Target Tracking with Multi-Static Sensors under Insufficient TDOA Information.
Sensors, 2018

Blind sequential detection for sparse ISI channels.
EURASIP J. Adv. Signal Process., 2018

Goal Driven Autonomy as a Model for Reasoning in Cognitive Active Sonar.
Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018

Prioritizing Goals in Cognitive Sonar: Tracking Multiple Targets.
Proceedings of the 21st International Conference on Information Fusion, 2018

Student Achievement Goals in the Signals and Systems Course.
Proceedings of the IEEE Frontiers in Education Conference, 2018

2017
Multiple transmitter localization using clustering by likelihood of transmitter proximity.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016
A sequential detection approach to indoor positioning using RSS-based fingerprinting.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Collaborative problem solving and achievement in a Discrete-Time Signals and Systems course.
Proceedings of the 2016 IEEE Frontiers in Education Conference, 2016

2015
Motivational factors predicting STEM and engineering career intentions for high school students.
Proceedings of the 2015 IEEE Frontiers in Education Conference, 2015

2014
Maximum asymptotic efficiency equalizer with decision feedback.
Proceedings of the IEEE Global Communications Conference, 2014

2013
Sequential detection for sparse channels via a multiple tree algorithm.
Proceedings of the IEEE International Conference on Acoustics, 2013

Students' understanding of convolution.
Proceedings of the IEEE International Conference on Acoustics, 2013

Likelihood-surface based discretization for tracking via tree search.
Proceedings of the 47th Annual Conference on Information Sciences and Systems, 2013

A Bayesian tree-search track initiation algorithm for dim targets.
Proceedings of the 47th Annual Conference on Information Sciences and Systems, 2013

Feature-aided initiation and tracking via tree search.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012
A gossip-based distributed processing algorithm for multiple transmitter localization.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

2011
A Geometric Approach to Improve Interference Mitigation in Multi-User Detection and Equalization.
IEEE Trans. Signal Process., 2011

Channel order estimation via sample sorting.
Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011

Computationally efficient design of the MAE equalizer for binary signaling.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Embedded track validation for tree search-based tracking of maneuvering targets.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010
Evaluation of multistatic tree-search based tracking on the SEABAR dataset.
Proceedings of the 13th Conference on Information Fusion, 2010

2009
A Quasi EM Method for Estimating Multiple Transmitter Locations.
IEEE Signal Process. Lett., 2009

Detection Capabilities of Randomly-Deployed Sensor Fields.
Int. J. Distributed Sens. Networks, 2009

Signal processing for underwater acoustic communications.
IEEE Commun. Mag., 2009

Estimating multiple transmitter locations from power measurements at multiple receivers.
Proceedings of the IEEE International Conference on Acoustics, 2009

A tree search approach to target tracking in clutter.
Proceedings of the 12th International Conference on Information Fusion, 2009

Multiple transmitter localization via interference subtraction.
Proceedings of the 43rd Annual Conference on Information Sciences and Systems, 2009

2008
Bayesian MLSD for multipath Rayleigh fading channels.
Proceedings of the IEEE International Conference on Acoustics, 2008

Detection capabilities of randomly-deployed underwater sensors.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
An EM Technique for Multiple Transmitter Localization.
Proceedings of the 41st Annual Conference on Information Sciences and Systems, 2007

2006
Bayesian Sequential Detection for the BSC with Unknown Crossover Probability.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

Bayesian ML Sequence Detection for ISI Channels.
Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006

2005
Mitigating the Effects of Intersymbol Interference: Algorithms and Analysis
PhD thesis, 2005

2004
Multi-directional decision feedback for 2D equalization.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Linear turbo equalization for parallel ISI channels.
IEEE Trans. Commun., 2003


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