Sensor, Signal and Information Processing Center (SenSIP)

Research Output 1985 2019

2019
2 Citations (Scopus)

Adaptable and Data-Driven Softwarized Networks: Review, Opportunities, and Challenges[40pt]

Kellerer, W., Kalmbach, P., Blenk, A., Basta, A., Reisslein, M. & Schmid, S., Jan 1 2019, (Accepted/In press) In : Proceedings of the IEEE.

Research output: Contribution to journalArticle

Open Access
Decision making
Chemical analysis
Telecommunication networks
Knobs
Learning systems

A Deep Q-Learning Approach for Dynamic Management of Heterogeneous Processors

Gupta, U., Mandal, S. K., Mao, M., Chakrabarti, C. & Ogras, U., Jan 1 2019, (Accepted/In press) In : IEEE Computer Architecture Letters.

Research output: Contribution to journalArticle

Reinforcement learning
Electric power utilization
Experiments
System-on-chip

A Geometric View of Multistatic Radar Detection

Howard, S. D., Sirianunpiboon, S. & Cochran, D., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 911-915 5 p. 8645202. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Radar
Detectors
Labels
Geometry

A model for meme popularity growth in social networking systems based on biological principle and human interest dynamics

Wang, L. Z., Zhao, Z. D., Jiang, J., Guo, B. H., Wang, X., Huang, Z. G. & Lai, Y-C., Feb 1 2019, In : Chaos. 29, 2, 023136.

Research output: Contribution to journalArticle

Social Networking
Growth Model
Distinct
Social Behavior
Model

A network approach to quantifying radiotherapy effect on cancer: Radiosensitive gene group centrality

Yao, Y. X., Bing, Z. T., Huang, L., Huang, Z. G. & Lai, Y-C., Feb 7 2019, In : Journal of Theoretical Biology. 462, p. 528-536 9 p.

Research output: Contribution to journalArticle

Radiotherapy
Neoplasm Genes
Centrality
radiotherapy
Cancer

A New Method for Simulating Embolic Coils as Heterogeneous Porous Media

Yadollahi-Farsani, H., Herrmann, M., Frakes, D. & Chong, B., Mar 15 2019, In : Cardiovascular Engineering and Technology. 10, 1, p. 32-45 14 p.

Research output: Contribution to journalArticle

Porous materials
Aneurysm
Hydrodynamics
Geometry
Hemodynamics

An optical flow-based approach for minimally divergent velocimetry data interpolation

Kanberoglu, B., Das, D., Nair, P., Turaga, P. & Frakes, D., Jan 1 2019, In : International Journal of Biomedical Imaging. 2019, 9435163.

Research output: Contribution to journalArticle

Open Access
Rheology
Anisotropy

A simple steady-state analysis of load balancing algorithms in the sub-Halfin-Whitt regime

Liu, X. & Ying, L., Jan 17 2019, In : Performance Evaluation Review. 46, 2, p. 15-17 3 p.

Research output: Contribution to journalConference article

Resource allocation

Authentication capacity of adversarial channels

Kosut, O. & Kliewer, J., Jan 15 2019, 2018 IEEE Information Theory Workshop, ITW 2018. Institute of Electrical and Electronics Engineers Inc., 8613353. (2018 IEEE Information Theory Workshop, ITW 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Authentication
Transmitters

Cooperative Radar and Communications Coexistence Using Reinforcement Learning

Ma, O., Chiriyath, A. R., Herschfelt, A. & Bliss, D., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 947-951 5 p. 8645080. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reinforcement learning
Radar
Communication
Electronic circuit tracking
Network management

Dependent Dirichlet Process Modeling and Identity Learning for Multiple Object Tracking

Moraffah, B. & Papandreou-Suppappola, A., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 1762-1766 5 p. 8645084. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Radar tracking
Markov processes
Monte Carlo methods

Detection of Data Injection Attacks on Decentralized Statistical Estimation

Shalom, O., Leshem, A., Scaglione, A. & Nedich, A., Feb 20 2019, 2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018. Institute of Electrical and Electronics Engineers Inc., 8646074. (2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Differences in fibertract profiles between patients with migraine and those with persistent post-traumatic headache

Chong, C. D., Peplinski, J., Berisha, V., Ross, K. & Schwedt, T. J., Jan 1 2019, In : Cephalalgia.

Research output: Contribution to journalArticle

Post-Traumatic Headache
Migraine Disorders
Headache
Brain Concussion
Parietal Lobe

Direct RF Signal Processing for Heart-Rate Monitoring Using UWB Impulse Radar

Rong, Y. & Bliss, D., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 1215-1219 5 p. 8645559. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Signal processing
Radar
Monitoring
Sampling
Sensors

Estimation of Compound K-distribution Modeling Parameters of Sea Clutter with Unknown Thermal Noise Power

Northrop, J. & Papandreou-Suppappola, A., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 2091-2095 5 p. 8645205. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Thermal noise
Curve fitting
Parameter estimation

Fine Asymptotics for Universal One-to-One Compression of Parametric Sources

Iri, N. & Kosut, O., Apr 1 2019, In : IEEE Transactions on Information Theory. 65, 4, p. 2442-2458 17 p., 8638791.

Research output: Contribution to journalArticle

coding
statistics
Statistics

Generative Adversarial Estimation of Channel Covariance in Vehicular Millimeter Wave Systems

Li, X., Alkhateeb, A. & Tepedelenlioglu, C., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 1572-1576 5 p. 8645463. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Millimeter waves
Covariance matrix
Channel estimation
Learning systems
Comparative Study
Machine Vision
Neural Networks
Vision System
Image Quality

Joint Positioning-Communications System Design: Leveraging Phase-Accurate Time-of-Flight Estimation and Distributed Coherence

Herschfelt, A., Yu, H., Wu, S., LEE, H. & Bliss, D., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 433-437 5 p. 8645275. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Communication systems
Systems analysis
Base stations
Telecommunication networks
Antennas

Latency Analysis for Matched Filter Based Detection of Weak Signals

Gutierrez, R. M., Dutta, A. & Bliss, D., Jan 2 2019, 2018 IEEE Military Communications Conference, MILCOM 2018. Institute of Electrical and Electronics Engineers Inc., p. 859-864 6 p. 8599806. (Proceedings - IEEE Military Communications Conference MILCOM; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Matched filters
Global positioning system
Communication

Location estimation and detection in wireless sensor networks in the presence of fading

Zhang, X., Tepedelenlioglu, C., Banavar, M. K., Spanias, A. & Muniraju, G., Feb 1 2019, In : Physical Communication. 32, p. 62-74 13 p.

Research output: Contribution to journalArticle

Anchors
Fading channels
Wireless sensor networks
Fusion reactions
Rayleigh fading

Max Consensus in the Presence of Additive Noise

Muniraju, G., Tepedelenlioglu, C., Spanias, A., Zhang, S. & Banavar, M. K., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 1408-1412 5 p. 8645297. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Additive noise
Parallel algorithms
Algebra
Communication

Multi-layer Decomposition of Optimal Resource Sharing Problems

Karakoc, N., Scaglione, A. & Nedich, A., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 178-183 6 p. 8619777. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Resource Sharing
Multilayer
Decomposition
Decompose
Communication

Multiple-Channel Multiple-User Receiver for Joint Radar and Communications Systems

Bliss, D., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 1031-1035 5 p. 8645157. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Radar systems
Communication systems
Radar
Communication
Antenna arrays

Offloading Deadline-Constrained Cellular Traffic

Ewaisha, A. & Tepedelenlioglu, C., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 1447-1451 5 p. 8645151. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Base stations
Scheduling
Polynomials

Online Machine Learning Experiments in HTML5

Dixit, A., Shanthamallu, U. S., Spanias, A., Berisha, V. & Banavar, M., Mar 4 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8659113. (Proceedings - Frontiers in Education Conference, FIE; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
experiment
Speech processing
learning
Experiments

Optimizing activity detection via sensor fusion

Khondoker, F., Thornton, T., Spanias, A. & Shanthamallu, U. S., Feb 1 2019, 2018 9th International Conference on Information, Intelligence, Systems and Applications, IISA 2018. Institute of Electrical and Electronics Engineers Inc., 8633623. (2018 9th International Conference on Information, Intelligence, Systems and Applications, IISA 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fusion reactions
Stairs
Supervised learning
Sensors
Microcontrollers

Optimizing optimization: accurate detection of hidden interactions in active body systems from noisy data

Su, C. W., Huang, Z. G., Wang, W. X., Wang, J., Wang, X. F. & Lai, Y-C., Jan 1 2019, In : Nonlinear Dynamics.

Research output: Contribution to journalArticle

Noisy Data
Compressive Sensing
Optimization
Interaction
Entropy

Performance comparison of IEEE 802.1 TSN time aware shaper (TAS) and asynchronous traffic shaper (ATS)

Nasrallah, A., Thyagaturu, A. S., Alharbi, Z., Wang, C., Shao, X., Reisslein, M. & Elbakoury, H., Jan 1 2019, In : IEEE Access. 7, p. 44165-44181 17 p., 8681083.

Research output: Contribution to journalArticle

Open Access
Synchronization
Packet loss
Telecommunication traffic
Switches
Bandwidth

Photovoltaic array simulation and fault prediction via multilayer perceptron models

Khondoker, F., Rao, S., Spanias, A. & Tepedelenlioglu, C., Feb 1 2019, 2018 9th International Conference on Information, Intelligence, Systems and Applications, IISA 2018. Institute of Electrical and Electronics Engineers Inc., 8633699. (2018 9th International Conference on Information, Intelligence, Systems and Applications, IISA 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multilayer neural networks
Fault detection
Short circuit currents
Solar energy
Learning algorithms

Privacy under hard distortion constraints

Liao, J., Kosut, O., Sankar, L. & Calmon, F. P., Jan 15 2019, 2018 IEEE Information Theory Workshop, ITW 2018. Institute of Electrical and Electronics Engineers Inc., 8613385. (2018 IEEE Information Theory Workshop, ITW 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Quantitative assessment of cerebral connectivity deficiency and cognitive impairment in children with prenatal alcohol exposure

Gao, L., Grebogi, C., Lai, Y-C., Stephen, J., Zhang, T., Li, Y., Ren, H., Li, D., Wang, J., Schelter, B. & Sommerlade, L., Apr 1 2019, In : Chaos. 29, 4, 041101.

Research output: Contribution to journalArticle

impairment
Alcohol
Connectivity
alcohols
Alcohols

Realtime Robustification of Interdependent Networks under Cascading Attacks

Chen, Z., Tong, H. & Ying, L., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1347-1356 10 p. 8622022. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Critical infrastructures
Large scale systems
Computational complexity
Internet
1 Citation (Scopus)

Reducing Latency in Virtual Machines Enabling Tactile Internet for Human Machine Co-working

Xiang, Z., Gabriel, F., Urbano, E., Nguyen, G. T., Reisslein, M. & Fitzek, F. H. P., Jan 1 2019, (Accepted/In press) In : IEEE Journal on Selected Areas in Communications.

Research output: Contribution to journalArticle

Internet
Network coding
Cryptography
Virtual machine
Hardware

Reduction of Padding Overhead for RLNC Media Distribution With Variable Size Packets

Taghouti, M., Lucani, D. E., Cabrera, J. A., Reisslein, M., Pedersen, M. V. & Fitzek, F. H. P., Jan 1 2019, (Accepted/In press) In : IEEE Transactions on Broadcasting.

Research output: Contribution to journalArticle

Linear networks
Network coding
Macros
Image compression
Decoding

Reinforcement learning meets minority game: Toward optimal resource allocation

Zhang, S. P., Dong, J. Q., Liu, L., Huang, Z. G., Huang, L. & Lai, Y-C., Mar 6 2019, In : Physical Review E. 99, 3, 032302.

Research output: Contribution to journalArticle

resource allocation
Minority Game
games
Optimal Allocation
minorities

Robust obstacle detection for advanced driver assistance systems using distortions of inverse perspective mapping of a monocular camera

Prakash, C. D., Akhbari, F. & Karam, L., Apr 1 2019, In : Robotics and Autonomous Systems. 114, p. 172-186 15 p.

Research output: Contribution to journalArticle

Advanced driver assistance systems
Obstacle Detection
Driver Assistance
Camera
Cameras
1 Citation (Scopus)

Self-adaptation of chimera states

Yao, N., Huang, Z. G., Ren, H. P., Grebogi, C. & Lai, Y-C., Jan 9 2019, In : Physical Review E. 99, 1, 010201.

Research output: Contribution to journalArticle

Self-adaptation
Perturbation
perturbation
Robustness
Optimal Location

Self-heating in SOI MOSFETs at the 45nm node

Zhang, X., Mehr, P., Vasileska, D. & Thornton, T., Jan 8 2019, 2018 IEEE 13th Nanotechnology Materials and Devices Conference, NMDC 2018. Institute of Electrical and Electronics Engineers Inc., 8605870. (2018 IEEE 13th Nanotechnology Materials and Devices Conference, NMDC 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Thermometers
SOI (semiconductors)
Silicon
field effect transistors
Heating

SUCAG: Stochastic Unbiased Curvature-aided Gradient Method for Distributed Optimization

Wai, H. T., Freris, N. M., Nedich, A. & Scaglione, A., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1751-1756 6 p. 8619336. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Distributed Optimization
Stochastic Gradient
Gradient methods
Gradient Method
Curvature

Suitability of lattice Boltzmann inlet and outlet boundary conditions for simulating flow in image-derived vasculature

Feiger, B., Vardhan, M., Gounley, J., Mortensen, M., Nair, P., Chaudhury, R., Frakes, D. & Randles, A., Jan 1 2019, In : International Journal for Numerical Methods in Biomedical Engineering. e3198.

Research output: Contribution to journalArticle

Lattice Boltzmann
Lattice Boltzmann Method
Boundary conditions
Geometry
Finite Difference

Syncing up for a good conversation: A clinically meaningful methodology for capturing conversational entrainment in the speech domain

Borrie, S. A., Barrett, T. S., Willi, M. M. & Berisha, V., Feb 1 2019, In : Journal of Speech, Language, and Hearing Research. 62, 2, p. 283-296 14 p.

Research output: Contribution to journalArticle

conversation
Speech-Language Pathology
methodology
pathology
Interpersonal Relations

The cingulum as a marker of individual differences in neurocognitive development

Bathelt, J., Johnson, A., Zhang, M. & Astle, D. E., Dec 1 2019, In : Scientific reports. 9, 1, 2281.

Research output: Contribution to journalArticle

Individuality
Anisotropy
Brain
Phenotype
Connectome

The effects of speech compression algorithms on the intelligibility of two individuals with dysarthric speech

Utianski, R. L., Sandoval, S., Berisha, V., Lansford, K. L. & Liss, J., Feb 1 2019, In : American Journal of Speech-Language Pathology. 28, 1, p. 195-203 9 p.

Research output: Contribution to journalArticle

Dysarthria
Telemedicine
Acoustics
acoustics
Language Therapy

Time-Frequency Separation of Matched-Waveform Signatures of Coexisting Multimodal Systems

Gattani, V. S., Kota, J. S. & Papandreou-Suppappola, A., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 2086-2090 5 p. 8645255. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Radar systems
Communication systems
Bandwidth
Processing

Transport SDN at the dawn of the 5G era

Maier, G. & Reisslein, M., Jul 1 2019, In : Optical Switching and Networking. 33, p. 34-40 7 p.

Research output: Contribution to journalEditorial

Software defined networking
Restoration
Wireless networks
2018
15 Citations (Scopus)

A brief survey of machine learning methods and their sensor and IoT applications

Shanthamallu, U. S., Spanias, A., Tepedelenlioglu, C. & Stanley, M., Mar 14 2018, 2017 8th International Conference on Information, Intelligence, Systems and Applications, IISA 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-8 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

learning method
Learning systems
Internet
Sensors
learning
1 Citation (Scopus)

Accurate detection of hierarchical communities in complex networks based on nonlinear dynamical evolution

Zhuo, Z., Cai, S. M., Tang, M. & Lai, Y-C., Apr 1 2018, In : Chaos. 28, 4, 043119.

Research output: Contribution to journalArticle

Complex networks
Complex Networks
Synchronization
Community Structure
synchronism
5 Citations (Scopus)

A compact, low-cost, quantitative and multiplexed fluorescence detection platform for point-of-care applications

Obahiagbon, U., Smith, J. T., Zhu, M., Katchman, B. A., Arafa, H., Anderson, K. & Blain Christen, J., Oct 15 2018, In : Biosensors and Bioelectronics. 117, p. 153-160 8 p.

Research output: Contribution to journalArticle

Point-of-Care Systems
Fluorescence
Costs and Cost Analysis
Costs
Papillomavirus E7 Proteins
1 Citation (Scopus)

Acquiring and characterizing plane-to-ray indirect light transport

Kubo, H., Jayasuriya, S., Iwaguchi, T., Funatomi, T., Mukaigawa, Y. & Narasimhan, S. G., May 29 2018, IEEE International Conference on Computational Photography, ICCP 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-10 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Half line
rays
Camera
Scattering
Projector