IAFSE-ECEE: Wireless Information Systems and Computational Architectures (WISCA)

Research Output

2019

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

11 Scopus citations

ALS longitudinal studies with frequent data collection at home: study design and baseline data

Rutkove, S. B., Qi, K., Shelton, K., Liss, J., Berisha, V. & Shefner, J. M., Jan 2 2019, In : Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration. 20, 1-2, p. 61-67 7 p.

Research output: Contribution to journalArticle

7 Scopus citations

Altered speech with migraine attacks: A prospective, longitudinal study of episodic migraine without aura

Schwedt, T. J., Peplinski, J., Garcia-Filion, P. & Berisha, V., May 1 2019, In : Cephalalgia. 39, 6, p. 722-731 10 p.

Research output: Contribution to journalArticle

2 Scopus citations

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

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

1 Scopus citations

Defect engineering of p-type silicon heterojunction solar cells fabricated using commercial-grade low-lifetime silicon wafers

Chen, D., Kim, M., Shi, J., Vicari Stefani, B., Yu, Z., Liu, S., Einhaus, R., Wenham, S., Holman, Z. & Hallam, B., Jan 1 2019, (Accepted/In press) In : Progress in Photovoltaics: Research and Applications.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

Demonstration of mechanically exfoliated β -Ga2O3/GaN p-n heterojunction

Montes, J., Yang, C., Fu, H., Yang, T. H., Fu, K., Chen, H., Zhou, J., Huang, X. & Zhao, Y., Apr 22 2019, In : Applied Physics Letters. 114, 16, 162103.

Research output: Contribution to journalArticle

Open Access
8 Scopus citations

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

2 Scopus citations

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

4 Scopus citations

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

4 Scopus citations

Empty-car routing in ridesharing systems

Braverman, A., Dai, J. G., Liu, X. & Ying, L., Jan 1 2019, In : Operations Research. 67, 5, p. 1437-1452 16 p.

Research output: Contribution to journalArticle

8 Scopus citations

GaAs/silicon PVMirror tandem photovoltaic mini-module with 29.6% efficiency with respect to the outdoor global irradiance

Yu, Z., Fisher, K. C., Meng, X., Hyatt, J. J., Angel, R. P. & Holman, Z., May 2019, In : Progress in Photovoltaics: Research and Applications. 27, 5, p. 469-475 7 p.

Research output: Contribution to journalArticle

2 Scopus citations

Grain Engineering for Perovskite/Silicon Monolithic Tandem Solar Cells with Efficiency of 25.4%

Chen, B., Yu, Z., Liu, K., Zheng, X., Liu, Y., Shi, J., Spronk, D., Rudd, P. N., Holman, Z. & Huang, J., Jan 16 2019, In : Joule. 3, 1, p. 177-190 14 p.

Research output: Contribution to journalArticle

71 Scopus citations

High-Temperature Polarization-Free III-Nitride Solar Cells with Self-Cooling Effects

Huang, X., Li, W., Fu, H., Li, D., Zhang, C., Chen, H., Fang, Y., Fu, K., Denbaars, S. P., Nakamura, S., Goodnick, S., Ning, C. Z., Fan, S. & Zhao, Y., Aug 21 2019, In : ACS Photonics. 6, 8, p. 2096-2103 8 p.

Research output: Contribution to journalArticle

2 Scopus citations

Joint Optimization of Quantization and Structured Sparsity for Compressed Deep Neural Networks

Srivastava, G., Kadetotad, D., Yin, S., Berisha, V., Chakrabarti, C. & Seo, J. S., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1393-1397 5 p. 8682791. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

1 Scopus citations

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

2 Scopus citations

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

Machine understanding of domain computation for Domain-Specific System-on-Chips (DSSoC)

Uhrie, R., Bliss, D. W., Chakrabarti, C., Ogras, U. Y. & Brunhaver, J., Jan 1 2019, Open Architecture/Open Business Model Net-Centric Systems and Defense Transformation 2018. Suresh, R. (ed.). SPIE, 110150O. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11015).

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

1 Scopus citations

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

2 Scopus citations

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

1 Scopus citations

Non-uniform Mg distribution in GaN epilayers grown on mesa structures for applications in GaN power electronics

Liu, H., Fu, H., Fu, K., Alugubelli, S. R., Su, P. Y., Zhao, Y. & Ponce, F., Feb 25 2019, In : Applied Physics Letters. 114, 8, 082102.

Research output: Contribution to journalArticle

Open Access
5 Scopus citations

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

Peak sidelobe level gumbel distribution of antenna arrays with random phase centers

Krishnamurthy, S., Bliss, D. W., Richmond, C. D. & Tarokh, V., Aug 1 2019, In : IEEE Transactions on Antennas and Propagation. 67, 8, p. 5399-5410 12 p., 8721244.

Research output: Contribution to journalArticle

Pore Formation in Silicon Nanoparticle Thin Films and Its Impact on Optical Properties

Vulic, N., Carpenter, J. V., Firth, P., Rodkey, N., Holman, Z. C. & Goodnick, S. M., Jan 1 2019, (Accepted/In press) In : ACS Applied Energy Materials.

Research output: Contribution to journalArticle

Open Access
2 Scopus citations

QuickStop: A markov optimal stopping approach for quickest misinformation detection

Wei, H., Kang, X., Wang, W. & Ying, L., Dec 17 2019, In : Performance Evaluation Review. 47, 1, p. 79-80 2 p.

Research output: Contribution to journalArticle

Open Access

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

1 Scopus citations

Silicon Nitride Barrier Layers Mitigate Minority-Carrier Lifetime Degradation in Silicon Wafers during Simulated MBE Growth of III-V Layers

Zhang, C., Ding, L., Boccard, M., Narland, T. U., Faleev, N., Bowden, S., Bertoni, M., Honsberg, C. & Holman, Z., Mar 1 2019, In : IEEE Journal of Photovoltaics. 9, 2, p. 431-436 6 p., 8625581.

Research output: Contribution to journalArticle

1 Scopus citations

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

1 Scopus citations

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 2019, In : Journal of Speech, Language, and Hearing Research. 62, 2, p. 283-296 14 p.

Research output: Contribution to journalArticle

6 Scopus citations

Temperature-dependent electrical properties of β-Ga 2 O 3 Schottky barrier diodes on highly doped single-crystal substrates

Yang, T. H., Fu, H., Chen, H., Huang, X., Montes, J., Baranowski, I., Fu, K. & Zhao, Y., Jan 1 2019, In : Journal of Semiconductors. 40, 1, 012801.

Research output: Contribution to journalArticle

4 Scopus citations

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 2019, In : American journal of speech-language pathology. 28, 1, p. 195-203 9 p.

Research output: Contribution to journalArticle

Threshold switching and memory behaviors of epitaxially regrown gan-on-gan vertical p-n Diodes with High Temperature Stability

Fu, K., Fu, H., Huang, X., Yang, T. H., Chen, H., Baranowski, I., Montes, J., Yang, C., Zhou, J. & Zhao, Y., Mar 2019, In : IEEE Electron Device Letters. 40, 3, p. 375-378 4 p., 8605350.

Research output: Contribution to journalArticle

4 Scopus citations
2018

< 700 mV Open-Circuit Voltages on Defect-Engineered P-type Silicon Heterojunction Solar Cells on Czochralski and Multicrystalline Wafers

Chen, D., Kim, M., Shi, J., Yu, Z., Leilaeioun, A. M., Liu, S., Stefani, B., Wenham, S., Einhaus, R., Holman, Z. & Hallam, B., Nov 26 2018, 2018 IEEE 7th World Conference on Photovoltaic Energy Conversion, WCPEC 2018 - A Joint Conference of 45th IEEE PVSC, 28th PVSEC and 34th EU PVSEC. Institute of Electrical and Electronics Engineers Inc., p. 1677-1681 5 p. 8548239. (2018 IEEE 7th World Conference on Photovoltaic Energy Conversion, WCPEC 2018 - A Joint Conference of 45th IEEE PVSC, 28th PVSEC and 34th EU PVSEC).

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

7 Scopus citations

1.7 eV MgCdTe double-heterostructure solar cells for tandem device applications

Campbell, C. M., Zhao, Y., Suarez, E., Boccard, M., Zhao, X. H., He, Z. Y., Webster, P. T., Lassise, M. B., Johnson, S., Holman, Z. & Zhang, Y-H., May 25 2018, 2017 IEEE 44th Photovoltaic Specialist Conference, PVSC 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-4 4 p.

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

19.5%-Efficient Back-Contact Silicon Heterojunction Solar Cell with Self Aligned Metallization Using Multilayer Aluminum Foils

Levy, D. H., Carlson, D. E., Fisher, K. C., Carpenter, J. V. & Holman, Z., Nov 26 2018, 2018 IEEE 7th World Conference on Photovoltaic Energy Conversion, WCPEC 2018 - A Joint Conference of 45th IEEE PVSC, 28th PVSEC and 34th EU PVSEC. Institute of Electrical and Electronics Engineers Inc., p. 2667-2672 6 p. 8548118

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

2 Scopus citations

A case for temperature-driven task migration to balance energy efficiency and image quality of vision processing workloads

Kodukula, V., Bharadwaj Medapuram, S., Jones, B. & LiKamWa, R., Feb 12 2018, HotMobile 2018 - Proceedings of the 19th International Workshop on Mobile Computing Systems and Applications. Association for Computing Machinery, Inc, p. 93-98 6 p. (HotMobile 2018 - Proceedings of the 19th International Workshop on Mobile Computing Systems and Applications; vol. 2018-February).

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

1 Scopus citations

Active spectrum sensing with sequential sub-Nyquist sampling

Ferrari, L. & Scaglione, A., Apr 10 2018, Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017. Matthews, M. B. (ed.). Institute of Electrical and Electronics Engineers Inc., Vol. 2017-October. p. 548-552 5 p.

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

A decentralized receiver in Gaussian interference

Chapman, C. D., Mittelmann, H., Margetts, A. R. & Bliss, D., Apr 1 2018, In : Entropy. 20, 4, 269.

Research output: Contribution to journalArticle

2 Scopus citations

A discriminative acoustic-prosodic approach for measuring local entrainment

Willi, M. M., Borrie, S. A., Barrett, T. S., Tu, M. & Berisha, V., Jan 1 2018, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 581-585 5 p.

Research output: Contribution to journalConference article

2 Scopus citations

A Dynamic Multistage Stochastic Unit Commitment Formulation for Intraday Markets

Analui, B. & Scaglione, A., Jul 2018, In : IEEE Transactions on Power Systems. 33, 4, p. 3653-3663 11 p.

Research output: Contribution to journalArticle

6 Scopus citations
11 Scopus citations

Algorithm and hardware design of discrete-time spiking neural networks based on back propagation with binary activations

Yin, S., Venkataramanaiah, S. K., Chen, G. K., Krishnamurthy, R., Cao, Y., Chakrabarti, C. & Seo, J., Mar 23 2018, 2017 IEEE Biomedical Circuits and Systems Conference, BioCAS 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-4 4 p.

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

7 Scopus citations

Alloy Loss Mitigation Through Use of Barrier Layers during CdCl Processing of Cd0.60Zn0.4Te and Cd0.87Mg0.13Te

Reich, C. L., Swanson, D. E., Onno, A., Shimpi, T., Metzger, W. K., Sampath, W. S. & Holman, Z., Nov 26 2018, 2018 IEEE 7th World Conference on Photovoltaic Energy Conversion, WCPEC 2018 - A Joint Conference of 45th IEEE PVSC, 28th PVSEC and 34th EU PVSEC. Institute of Electrical and Electronics Engineers Inc., p. 283-288 6 p. 8548155

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

3 Scopus citations

A Mathematical Programing Solution for Automatic Generation of Synthetic Power Flow Cases

Schweitzer, E. & Scaglione, A., Aug 3 2018, (Accepted/In press) In : IEEE Transactions on Power Systems.

Research output: Contribution to journalArticle

2 Scopus citations

An online learning methodology for performance modeling of graphics processors

Gupta, U., Babu, M., Ayoub, R., Kishinevsky, M., Paterna, F., Gumussoy, S. & Ogras, U., Dec 1 2018, In : IEEE Transactions on Computers. 67, 12, p. 1677-1691 15 p., 8365819.

Research output: Contribution to journalArticle

2 Scopus citations

A Parallel RRAM Synaptic Array Architecture for Energy-Efficient Recurrent Neural Networks

Yin, S., Sun, X., Yu, S., Seo, J. & Chakrabarti, C., Dec 31 2018, Proceedings of the IEEE Workshop on Signal Processing Systems, SiPS 2018. Institute of Electrical and Electronics Engineers Inc., p. 13-18 6 p. 8598445. (IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation; vol. 2018-October).

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

2 Scopus citations

A protocol development kit for wireless systems

Mcgiffen, T., Srinivas, S. & Bliss, D., May 4 2018, IEEE World Forum on Internet of Things, WF-IoT 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 389-394 6 p.

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

AVAIL: Assured Volt-Ampère Information Ledger

Tesfay, T., Jamei, M., Scaglione, A., Hedman, M., Hedman, K. & Bazzi, R., Dec 24 2018, 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, SmartGridComm 2018. Institute of Electrical and Electronics Engineers Inc., 8587601

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

1 Scopus citations

A Versatile ReRAM-based Accelerator for Convolutional Neural Networks

Mao, M., Sun, X., Peng, X., Yu, S. & Chakrabarti, C., Dec 31 2018, Proceedings of the IEEE Workshop on Signal Processing Systems, SiPS 2018. Institute of Electrical and Electronics Engineers Inc., p. 211-216 6 p. 8598372. (IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation; vol. 2018-October).

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

2 Scopus citations