Edwin K. P. Chong

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 74

Top Venues

Publications

Tushar Ganguli, Edwin K. P. Chong
Activation-Based Pruning of Neural Networks. Algorithms 17 (1) (2024)
Pranav U. Damale, Edwin K. P. Chong, Louis L. Scharf
Wiener Filtering Without Covariance Matrix Inversion. ICASSP (2023)
Brandon Van Over, Bowen Li, Edwin K. P. Chong, Ali Pezeshki
An Improved Greedy Curvature Bound in Finite-Horizon String Optimization with an Application to a Sensor Coverage Problem. CDC (2023)
Brandon Van Over, Bowen Li, Edwin K. P. Chong, Ali Pezeshki
An Improved Greedy Curvature Bound for Finite-Horizon String Optimization in Sensor Coverage Problem. CoRR (2023)
Stephen L. H. Lau, Edwin K. P. Chong
Single-Pixel Image Reconstruction Based on Block Compressive Sensing and Deep Learning. CoRR (2022)
Edwin K. P. Chong
Well-Conditioned Linear Minimum Mean Square Error Estimation. IEEE Control. Syst. Lett. 6 (2022)
Edwin K. P. Chong
Well-Conditioned Linear Minimum Mean Square Error Estimation. CoRR (2022)
Mahsa Ghorbani, Edwin K. P. Chong
A dimension reduction method for stock-price prediction using multiple predictors. Oper. Res. 22 (3) (2022)
Feng Ji, Yiqi Lu, Wee Peng Tay, Edwin K. P. Chong
Abstract message passing and distributed graph signal processing. CoRR (2022)
Christopher Robbiano, Edwin K. P. Chong, Mahmood R. Azimi-Sadjadi, Louis L. Scharf, Ali Pezeshki
Bayesian Learning of Occupancy Grids. IEEE Trans. Intell. Transp. Syst. 23 (2) (2022)
Christopher Robbiano, Edwin K. P. Chong
Navigation of Autonomous Cooperative Vehicles for Inference and Interactive Sensing. CCTA (2021)
Christopher Robbiano, Mahmood R. Azimi-Sadjadi, Edwin K. P. Chong
Information-Theoretic Interactive Sensing and Inference for Autonomous Systems. IEEE Trans. Signal Process. 69 (2021)
Pranav U. Damale, Edwin K. P. Chong, Tian J. Ma
Performance Study of Distance-Weighting Approach with Loopy Sum-Product Algorithm for Multi-Object Tracking in Clutter. Sensors 21 (7) (2021)
Yajing Liu, Edwin K. P. Chong, Ali Pezeshki, Zhenliang Zhang
A General Framework for Bounding Approximate Dynamic Programming Schemes. IEEE Control. Syst. Lett. 5 (2) (2021)
Ahmad A. Almarkhi, Anthony A. Maciejewski, Edwin K. P. Chong
An Algorithm to Design Redundant Manipulators of Optimally Fault-Tolerant Kinematic Structure. IEEE Robotics Autom. Lett. 5 (3) (2020)
Alaa A. R. Alsaeedy, Edwin K. P. Chong
A review of mobility management entity in LTE networks: Power consumption and signaling overhead. Int. J. Netw. Manag. 30 (1) (2020)
Yajing Liu, Edwin K. P. Chong, Ali Pezeshki, Zhenliang Zhang
Submodular optimization problems and greedy strategies: A survey. Discret. Event Dyn. Syst. 30 (3) (2020)
Megan Emmons, Anthony A. Maciejewski, Charles Anderson, Edwin K. P. Chong
Classifying environmental features from local observations of emergent swarm behavior. IEEE CAA J. Autom. Sinica 7 (3) (2020)
Stephen L. H. Lau, Edwin K. P. Chong, Xu Yang, Xin Wang
Automated Pavement Crack Segmentation Using U-Net-Based Convolutional Neural Network. IEEE Access 8 (2020)
Christopher Robbiano, Anthony A. Maciejewski, Edwin K. P. Chong
Nonparametric Analysis of the Effect of Knowledge Integration Activities on Third-Year Undergraduate Performance. IEEE Trans. Educ. 63 (4) (2020)
Saeed Nozhati, Yugandhar Sarkale, Edwin K. P. Chong, Bruce R. Ellingwood
Optimal stochastic dynamic scheduling for managing community recovery from natural hazards. Reliab. Eng. Syst. Saf. 193 (2020)
Fateh Elsherif, Edwin K. P. Chong
Risk-Averse Traffic Allocation for Multi-RAT Connectivity in HetNets. CCWC (2020)
Stephen L. H. Lau, Xin Wang, Xu Yang, Edwin K. P. Chong
Automated Pavement Crack Segmentation Using Fully Convolutional U-Net with a Pretrained ResNet-34 Encoder. CoRR (2020)
Alaa A. R. Alsaeedy, Edwin K. P. Chong
5G and UAVs for Mission-Critical Communications: Swift Network Recovery for Search-and-Rescue Operations. Mob. Networks Appl. 25 (5) (2020)
Yijie Peng, Jie Song, Jie Xu, Edwin K. P. Chong
Stochastic Control Framework for Determining Feasible Alternatives in Sampling Allocation. IEEE Trans. Autom. Control. 65 (6) (2020)
Alaa A. R. Alsaeedy, Edwin K. P. Chong
Post-Hazard Cellular Network Recovery by Unmanned Aerial Vehicles and User Equipment Cooperation. IT Prof. 22 (6) (2020)
Fateh Elsherif, Edwin K. P. Chong, Jeong-Ho Kim
Energy-Efficient Base Station Control Framework for 5G Cellular Networks Based on Markov Decision Process. IEEE Trans. Veh. Technol. 68 (9) (2019)
Shankarachary Ragi, Edwin K. P. Chong, Hans D. Mittelmann
Polynomial-Time Methods to Solve Unimodular Quadratic Programs With Performance Guarantees. IEEE Trans. Aerosp. Electron. Syst. 55 (5) (2019)
Alaa A. R. Alsaeedy, Edwin K. P. Chong
Tracking Area Update and Paging in 5G Networks: a Survey of Problems and Solutions. Mob. Networks Appl. 24 (2) (2019)
Yajing Liu, Edwin K. P. Chong, Ali Pezeshki
Improved bounds for the greedy strategy in optimization problems with curvature. J. Comb. Optim. 37 (4) (2019)
Alaa A. R. Alsaeedy, Edwin K. P. Chong
Mobility Management for 5G IoT Devices: Improving Power Consumption With Lightweight Signaling Overhead. IEEE Internet Things J. 6 (5) (2019)
Saeed Nozhati, Yugandhar Sarkale, Bruce R. Ellingwood, Edwin K. P. Chong, Hussam Mahmoud
Near-optimal planning using approximate dynamic programming to enhance post-hazard community resilience management. Reliab. Eng. Syst. Saf. 181 (2019)
Yugandhar Sarkale, Saeed Nozhati, Edwin K. P. Chong, Bruce R. Ellingwood
Decision Automation for Electric Power Network Recovery. CoRR (2019)
Yugandhar Sarkale, Saeed Nozhati, Edwin K. P. Chong, Bruce R. Ellingwood, Hussam Mahmoud
Solving Markov decision processes for network-level post-hazard recovery via simulation optimization and rollout. CoRR (2018)
Patricia R. Barbosa, Yugandhar Sarkale, Edwin K. P. Chong, Yun Li, Sofia Suvorova, Bill Moran
Controlled Tracking in Urban Terrain: Closing the Loop. CoRR (2018)
Alaa A. R. Alsaeedy, Edwin K. P. Chong
Tracking Area Update Procedure Unnecessary in 5G: Improving User Experience and Offloading Signaling Overhead. UEMCON (2018)
Yajing Liu, Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki
Performance Bounds with Curvature for Batched Greedy Optimization. J. Optim. Theory Appl. 177 (2) (2018)
Yijie Peng, Chun-Hung Chen, Edwin K. P. Chong, Michael C. Fu
A Review of Static and Dynamic Optimization for Ranking and Selection. WSC (2018)
Megan Emmons, Anthony A. Maciejewski, Edwin K. P. Chong
Modelling Emergent Swarm Behavior Using Continuum Limits for Environmental Mapping. ICCA (2018)
Saeed Nozhati, Yugandhar Sarkale, Bruce R. Ellingwood, Edwin K. P. Chong, Hussam Mahmoud
Near-optimal planning using approximate dynamic programming to enhance post-hazard community resilience management. CoRR (2018)
Saeed Nozhati, Yugandhar Sarkale, Bruce R. Ellingwood, Edwin K. P. Chong, Hussam Mahmoud
An approximate dynamic programming approach to food security of communities following hazards. CoRR (2018)
Rick L. Sturdivant, Edwin K. P. Chong
The Necessary and Sufficient Conditions for Emergence in Systems Applied to Symbol Emergence in Robots. IEEE Trans. Cogn. Dev. Syst. 10 (4) (2018)
Yugandhar Sarkale, Saeed Nozhati, Edwin K. P. Chong, Bruce R. Ellingwood, Hussam Mahmoud
Solving Markov decision processes for network-level post-hazard recovery via simulation optimization and rollout. CASE (2018)
Saeed Nozhati, Yugandhar Sarkale, Edwin K. P. Chong, Bruce R. Ellingwood
Optimal Stochastic Dynamic Scheduling for Managing Community Recovery from Natural Hazards. CoRR (2018)
Saeed Nozhati, Yugandhar Sarkale, Bruce R. Ellingwood, Edwin K. P. Chong, Hussam Mahmoud
A combined approximate dynamic programming & simulated annealing optimization method to address community-level food security in the aftermath of disasters. CoRR (2018)
Yajing Liu, Edwin K. P. Chong, Ali Pezeshki
Extending Polymatroid Set Functions With Curvature and Bounding the Greedy Strategy. SSP (2018)
Yijie Peng, Jie Song, Jie Xu, Edwin K. P. Chong
Dynamic Sampling for Feasibility Determination. CASE (2018)
Christopher M. Eaton, Lucas W. Krakow, Edwin K. P. Chong, Anthony A. Maciejewski
Fuel Efficient Moving Target Tracking Using POMDP with Limited FOV Sensor. CCTA (2018)
Saeed Nozhati, Bruce R. Ellingwood, Hussam Mahmoud, Yugandhar Sarkale, Edwin K. P. Chong, Nathanael Rosenheim
An Approximate Dynamic Programming Approach to Community Recovery Management (Extended Abstract). CoRR (2018)
Timothy M. Hansen, Edwin K. P. Chong, Siddharth Suryanarayanan, Anthony A. Maciejewski, Howard Jay Siegel
A Partially Observable Markov Decision Process Approach to Residential Home Energy Management. IEEE Trans. Smart Grid 9 (2) (2018)
Yijie Peng, Edwin K. P. Chong, Chun-Hung Chen, Michael C. Fu
Ranking and Selection as Stochastic Control. IEEE Trans. Autom. Control. 63 (8) (2018)
Lucas W. Krakow, Christopher M. Eaton, Edwin K. P. Chong
Simultaneous Non-Myopic Optimization of UAV Guidance and Camera Gimbal Control for Target Tracking. CCTA (2018)
Rick L. Sturdivant, Edwin K. P. Chong
Systems Engineering Baseline Concept of a Multispectral Drone Detection Solution for Airports. IEEE Access 5 (2017)
Rick L. Sturdivant, Edwin K. P. Chong
Packageability as an 'Ility' for Systems Engineering. Syst. 5 (4) (2017)
Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran, Stephen D. Howard
Near-Optimal Distributed Detection in Balanced Binary Relay Trees. IEEE Trans. Control. Netw. Syst. 4 (4) (2017)
Christopher M. Eaton, Edwin K. P. Chong, Anthony A. Maciejewski
Robust UAV path planning using POMDP with limited FOV sensor. CCTA (2017)
Zhenliang Zhang, Yuan Wang, Edwin K. P. Chong, Ali Pezeshki
Subspace Selection for Projection Maximization With Matroid Constraints. IEEE Trans. Signal Process. 65 (5) (2017)
Z. Zhang, Wee-Peng Tay, M. Draief, X. Wang, Edwin K. P. Chong, Alfred O. Hero III
Introduction to the Issue on Distributed Information Processing in Social Networks. IEEE Trans. Signal Inf. Process. over Networks 3 (2) (2017)
Yijie Peng, Edwin K. P. Chong, Chun-Hung Chen, Michael C. Fu
Ranking and Selection as Stochastic Control. CoRR (2017)
Lucas W. Krakow, Edwin K. P. Chong
Autonomous UAV control: Balancing target tracking and persistent surveillance. CCTA (2017)
Shankarachary Ragi, Edwin K. P. Chong, Hans D. Mittelmann
Polynomial-Time Methods to Solve Unimodular Quadratic Programs With Performance Guarantees. CoRR (2017)
Rick L. Sturdivant, Edwin K. P. Chong
Dielectric notch radiator antennas with integrated filtering for 5G and IoT access. RWS (2017)
Feng Ji, Wenchang Tang, Wee Peng Tay, Edwin K. P. Chong
Network Topology Inference Using Information Cascades with Limited Statistical Knowledge. CoRR (2017)
Shankarachary Ragi, Edwin K. P. Chong, Hans D. Mittelmann
Heuristic methods for designing unimodular code sequences with performance guarantees. ICASSP (2017)
Mohsen Amini Salehi, Jay Smith, Anthony A. Maciejewski, Howard Jay Siegel, Edwin K. P. Chong, Jonathan Apodaca, Luis Diego Briceno, Timothy Renner, Vladimir Shestak, Joshua Ladd, Andrew M. Sutton, David L. Janovy, Sudha Govindasamy, Amin Alqudah, Rinku Dewri, Puneet Prakash
Stochastic-based robust dynamic resource allocation for independent tasks in a heterogeneous computing system. J. Parallel Distributed Comput. 97 (2016)
Rick L. Sturdivant, Edwin K. P. Chong
Systems Engineering of a Terabit Elliptic Orbit Satellite and Phased Array Ground Station for IoT Connectivity and Consumer Internet Access. IEEE Access 4 (2016)
Yajing Liu, Edwin K. P. Chong, Ali Pezeshki
Performance Bounds for Nash Equilibria in Submodular Utility Systems with User Groups. CoRR (2016)
Yajing Liu, Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki
Performance bounds for the k-batch greedy strategy in optimization problems with curvature. ACC (2016)
Kyle M. Tarplee, Ryan Friese, Anthony A. Maciejewski, Howard Jay Siegel, Edwin K. P. Chong
Energy and Makespan Tradeoffs in Heterogeneous Computing Systems using Efficient Linear Programming Techniques. IEEE Trans. Parallel Distributed Syst. 27 (6) (2016)
Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran
String Submodular Functions With Curvature Constraints. IEEE Trans. Autom. Control. 61 (3) (2016)
Zhenliang Zhang, Yuan Wang, Edwin K. P. Chong, Ali Pezeshki, Louis L. Scharf
Subspace selection for projection maximization with matroid constraints. CoRR (2015)
Yajing Liu, Edwin K. P. Chong, Ali Pezeshki
Bounding the greedy strategy in finite-horizon string optimization. CDC (2015)
Jack Ho, Wee-Peng Tay, Tony Q. S. Quek, Edwin K. P. Chong
Robust Decentralized Detection and Social Learning in Tandem Networks. IEEE Trans. Signal Process. 63 (19) (2015)
Jack Ho, Wee-Peng Tay, Tony Q. S. Quek, Edwin K. P. Chong
Robust Decentralized Detection and Social Learning in Tandem Networks. CoRR (2015)
Entao Liu, Edwin K. P. Chong, Louis L. Scharf
Greedy Adaptive Linear Compression in Signal-Plus-Noise Models. IEEE Trans. Inf. Theory 60 (4) (2014)
Shankarachary Ragi, Edwin K. P. Chong
Decentralized Guidance Control of UAVs with Explicit Optimization of Communication. J. Intell. Robotic Syst. 73 (1-4) (2014)
Yajing Liu, Edwin K. P. Chong, Ali Pezeshki, William Moran
Bounds for approximate dynamic programming based on string optimization and curvature. CDC (2014)
Virgil Griffith, Edwin K. P. Chong, Ryan G. James, Christopher J. Ellison, James P. Crutchfield
Intersection Information Based on Common Randomness. Entropy 16 (4) (2014)
Tatpong Katanyukul, Edwin K. P. Chong
Intelligent Inventory Control via Ruminative Reinforcement Learning. J. Appl. Math. 2014 (2014)
Lucas W. Krakow, Louis Rabiet, Yun Zou, Guillaume Iooss, Edwin K. P. Chong, Sanjay V. Rajopadhye
Optimizing Dynamic Resource Allocation. ICCS (2014)
Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran, Stephen D. Howard
Learning in Hierarchical Social Networks. IEEE J. Sel. Top. Signal Process. 7 (2) (2013)
Zhenliang Zhang, Zengfu Wang, Edwin K. P. Chong, Ali Pezeshki, William Moran
Near optimality of greedy strategies for string submodular functions with forward and backward curvature constraints. CDC (2013)
Ramin Zahedi, Lucas W. Krakow, Edwin K. P. Chong, Ali Pezeshki
Adaptive compressive measurement design using approximate dynamic programming. ACC (2013)
Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran, Stephen D. Howard
Detection Performance in Balanced Binary Relay Trees With Node and Link Failures. IEEE Trans. Signal Process. 61 (9) (2013)
Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran
Near Optimality of Greedy Strategies for String Submodular Functions with Forward and Backward Curvature Constraints CoRR (2013)
Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran
Hypothesis Testing in Feedforward Networks With Broadcast Failures. IEEE J. Sel. Top. Signal Process. 7 (5) (2013)
Virgil Griffith, Edwin K. P. Chong, Ryan G. James, Christopher J. Ellison, James P. Crutchfield
Intersection Information based on Common Randomness. CoRR (2013)
Yang Zhang, Edwin K. P. Chong, Jan Hannig, Donald J. Estep
Approximating Extremely Large Networks via Continuum Limits. IEEE Access 1 (2013)
Lucas W. Krakow, Ramin Zahedi, Edwin K. P. Chong, Ali Pezeshki
Adaptive compressive sensing in the presence of noise and erasure. GlobalSIP (2013)
Qing Zhao, Edwin K. P. Chong, Bhaskar Krishnamachari, Amir Leshem, Sean P. Meyn, Venugopal V. Veeravalli
Introduction to the Issue on Learning-Based Decision Making in Dynamic Systems Under Uncertainty. IEEE J. Sel. Top. Signal Process. 7 (5) (2013)
Shankarachary Ragi, Edwin K. P. Chong
UAV Path Planning in a Dynamic Environment via Partially Observable Markov Decision Process. IEEE Trans. Aerosp. Electron. Syst. 49 (4) (2013)
Ramin Zahedi, Lucas W. Krakow, Edwin K. P. Chong, Ali Pezeshki
Adaptive Estimation of Time-Varying Sparse Signals. IEEE Access 1 (2013)
Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran
Asymptotic learning in feedforward networks with binary symmetric channels. ICASSP (2013)
Edwin K. P. Chong, Scott A. Miller, Jason Adaska
On Bellman's principle with inequality constraints. Oper. Res. Lett. 40 (2) (2012)
Entao Liu, Edwin K. P. Chong
On Greedy Adaptive Measurements CoRR (2012)
Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran, Stephen D. Howard
Submodularity and optimality of fusion rules in balanced binary relay trees. CDC (2012)
Vladimir Shestak, Edwin K. P. Chong, Anthony A. Maciejewski, Howard Jay Siegel
Probabilistic resource allocation in heterogeneous distributed systems with random failures. J. Parallel Distributed Comput. 72 (10) (2012)
Tatpong Katanyukul, Edwin K. P. Chong, William S. Duff
Intelligent Inventory Control: Is Bootstrapping Worth Implementing? Intelligent Information Processing (2012)
Entao Liu, Edwin K. P. Chong, Louis L. Scharf
Greedy adaptive measurements with signal and measurement noise. ACSCC (2012)
Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran, Stephen D. Howard
Rate of learning in hierarchical social networks. Allerton Conference (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Edwin K. P. Chong