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  • 2020
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  • Mustafa C Gursoy
2020

Adversarial Jamming Attacks on Deep Reinforcement Learning Based Dynamic Multichannel Access

Zhong, C., Wang, F., Gursoy, M. C. & Velipasalar, S., May 2020, 2020 IEEE Wireless Communications and Networking Conference, WCNC 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9120770. (IEEE Wireless Communications and Networking Conference, WCNC; vol. 2020-May).

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

Deep Reinforcement Learning Based Edge Caching in Wireless Networks

Zhong, C., Gursoy, M. C. & Velipasalar, S., Jan 1 2020, (Accepted/In press) In : IEEE Transactions on Cognitive Communications and Networking.

Research output: Contribution to journalArticle

Defense Strategies Against Adversarial Jamming Attacks via Deep Reinforcement Learning

Wang, F., Zhong, C., Gursoy, M. C. & Velipasalar, S., Mar 2020, 2020 54th Annual Conference on Information Sciences and Systems, CISS 2020. Institute of Electrical and Electronics Engineers Inc., 9086263. (2020 54th Annual Conference on Information Sciences and Systems, CISS 2020).

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

Gibbs Distribution Based Antenna Splitting and User Scheduling in Full Duplex Massive MIMO Systems

Guo, M. & Gursoy, M. C., Apr 2020, In : IEEE Transactions on Vehicular Technology. 69, 4, p. 4508-4515 8 p., 8998300.

Research output: Contribution to journalArticle

1 Scopus citations

Simultaneous Wireless Information and Power Transfer in UAV-assisted Cellular IoT Networks

Wang, X., Gursoy, M. C. & Guvenc, I., Jan 2020, 2020 IEEE 17th Annual Consumer Communications and Networking Conference, CCNC 2020. Institute of Electrical and Electronics Engineers Inc., 9045325. (2020 IEEE 17th Annual Consumer Communications and Networking Conference, CCNC 2020).

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

Throughput Analysis of Low-Latency IoT Systems with QoS Constraints and Finite Blocklength Codes

Hu, Y., Li, Y., Gursoy, M. C., Velipasalar, S. & Schmeink, A., Mar 2020, In : IEEE Transactions on Vehicular Technology. 69, 3, p. 3093-3104 12 p., 8964482.

Research output: Contribution to journalArticle

2019

Actor-critic deep reinforcement learning for dynamic multichannel access

Zhong, C., Lu, Z., Gursoy, M. C. & Velipasalar, S., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 599-603 5 p. 8646405. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

3 Scopus citations

A Deep Actor-Critic Reinforcement Learning Framework for Dynamic Multichannel Access

Zhong, C., Lu, Z., Gursoy, M. C. & Velipasalar, S., Dec 2019, In : IEEE Transactions on Cognitive Communications and Networking. 5, 4, p. 1125-1139 15 p., 8896945.

Research output: Contribution to journalArticle

1 Scopus citations

Age Minimization for Status Update Systems with Packet Based Transmissions over Fading Channels

Qiao, D. & Gursoy, M. C., Oct 2019, 2019 11th International Conference on Wireless Communications and Signal Processing, WCSP 2019. Institute of Electrical and Electronics Engineers Inc., 8928078. (2019 11th International Conference on Wireless Communications and Signal Processing, WCSP 2019).

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

Age-Optimal Power Control for Status Update Systems with Packet-Based Transmissions

Qiao, D. & Gursoy, M. C., Dec 2019, In : IEEE Wireless Communications Letters. 8, 6, p. 1604-1607 4 p., 8772205.

Research output: Contribution to journalArticle

A Low-Complexity Solution to Angular Misalignments in Molecular Index Modulation

Celik, A., Gursoy, M. C., Basar, E., Pusane, A. E. & Tugcu, T., Sep 2019, 2019 IEEE 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2019. Institute of Electrical and Electronics Engineers Inc., 8904369. (IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC; vol. 2019-September).

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

An ILI mitigating modulation scheme for molecular MIMO communications

Gursoy, M. C., Basar, E., Pusane, A. E. & Tugcu, T., Jul 2019, 2019 42nd International Conference on Telecommunications and Signal Processing, TSP 2019. Herencsar, N. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 28-31 4 p. 8769078. (2019 42nd International Conference on Telecommunications and Signal Processing, TSP 2019).

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

A simulation framework for fast design space exploration of unmanned air system traffic management policies

Zhao, Z., Luo, C., Zhao, J., Qiu, Q., Gursoy, M. C., Caicedo, C. & Basti, F., Apr 2019, ICNS 2019 - 2019 Integrated Communications, Navigation and Surveillance Conference: Enabling Future Flight through Evolving ICNS Technologies. Institute of Electrical and Electronics Engineers Inc., 8735348. (Integrated Communications, Navigation and Surveillance Conference, ICNS; vol. 2019-April).

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

Coverage analysis for cellular-connected uavs with 3D antenna patterns

Wang, X. & Gursoy, M. C., Nov 2019, GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., 8969181. (GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings).

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

Coverage Analysis for Energy-Harvesting UAV-Assisted mmWave Cellular Networks

Wang, X. & Gursoy, M. C., Dec 2019, In : IEEE Journal on Selected Areas in Communications. 37, 12, p. 2832-2850 19 p., 8876702.

Research output: Contribution to journalArticle

2 Scopus citations

Coverage in Downlink Heterogeneous mmWave Cellular Networks with User-Centric Small Cell Deployment

Wang, X., Turgut, E. & Gursoy, M. C., Apr 1 2019, In : IEEE Transactions on Vehicular Technology. 68, 4, p. 3513-3533 21 p., 8629042.

Research output: Contribution to journalArticle

8 Scopus citations

Deep actor-critic reinforcement learning for anomaly detection

Zhong, C., Gursoy, M. C. & Velipasalar, S., Dec 2019, 2019 IEEE Global Communications Conference, GLOBECOM 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9013223. (2019 IEEE Global Communications Conference, GLOBECOM 2019 - Proceedings).

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

Deep learning based power control for quality-driven wireless video transmissions

Ye, C., Gursoy, M. C. & Velipasalar, S., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 574-578 5 p. 8646470. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

Deep Multi-Agent Reinforcement Learning Based Cooperative Edge Caching in Wireless Networks

Zhong, C., Gursoy, M. C. & Velipasalar, S., May 1 2019, 2019 IEEE International Conference on Communications, ICC 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8762084. (IEEE International Conference on Communications; vol. 2019-May).

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

1 Scopus citations

Distributed sparse activity detection in cell-free massive MIMO systems

Guo, M. & Gursoy, M. C., Nov 2019, GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., 8969500. (GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings).

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

Dynamic channel access and power control via deep reinforcement learning

Lu, Z. & Gursoy, M. C., Sep 2019, 2019 IEEE 90th Vehicular Technology Conference, VTC 2019 Fall - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8891391. (IEEE Vehicular Technology Conference; vol. 2019-September).

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

Energy-efficient joint antenna and user selection in single-cell massive MIMO systems

Guo, M. & Gursoy, M. C., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 838-842 5 p. 8646642. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

Energy harvesting in unmanned aerial vehicle networks with 3d antenna radiation patterns

Turgut, E., Gursoy, M. C. & Guvenc, I., Sep 2019, 2019 IEEE 90th Vehicular Technology Conference, VTC 2019 Fall - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8891520. (IEEE Vehicular Technology Conference; vol. 2019-September).

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

Index Modulation for Molecular Communication via Diffusion Systems

Gursoy, M. C., Basar, E., Pusane, A. E. & Tugcu, T., May 2019, In : IEEE Transactions on Communications. 67, 5, p. 3337-3350 14 p., 8638834.

Research output: Contribution to journalArticle

8 Scopus citations

Joint energy and sinr coverage in energy harvesting mmwave cellular networks with user-centric base station deployments

Wang, X. & Gursoy, M. C., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1271-1275 5 p. 8646500. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

On the Energy and Data Storage Management in Energy Harvesting Wireless Communications

Akin, S. & Gursoy, M. C., Nov 2019, In : IEEE Transactions on Communications. 67, 11, p. 8056-8071 16 p., 8794593.

Research output: Contribution to journalArticle

Outage Probability Analysis in D2D-Enabled mmWave Cellular Networks with Clustered Users

Turgut, E. & Gursoy, M. C., Apr 12 2019, 2018 IEEE 88th Vehicular Technology Conference, VTC-Fall 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8690970. (IEEE Vehicular Technology Conference; vol. 2018-August).

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

3 Scopus citations

Power control for wireless VBR video streaming: From optimization to reinforcement learning

Ye, C., Gursoy, M. C. & Velipasalar, S., Aug 2019, In : IEEE Transactions on Communications. 67, 8, p. 5629-5644 16 p., e2923412.

Research output: Contribution to journalArticle

3 Scopus citations

Pulse Position-Based Spatial Modulation for Molecular Communications

Gursoy, M. C., Basar, E., Pusane, A. E. & Tugcu, T., Apr 1 2019, In : IEEE Communications Letters. 23, 4, p. 596-599 4 p., 8637947.

Research output: Contribution to journalArticle

3 Scopus citations

Simulation of Real-time Routing for UAS traffic Management with Communication and Airspace Safety Considerations

Jin, Z., Zhao, Z., Luo, C., Basti, F., Solomon, A., Gursoy, M. C., Caicedo Bastidas, C. E. & Qiu, Q., Sep 2019, DASC 2019 - 38th Digital Avionics Systems Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., 9081675. (AIAA/IEEE Digital Avionics Systems Conference - Proceedings; vol. 2019-September).

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

Simultaneous Information and Energy Transfer in mmWave UAV-assisted Cellular Networks

Wang, X. & Gursoy, M. C., Jul 1 2019, 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2019. Institute of Electrical and Electronics Engineers Inc., 8815566. (IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC; vol. 2019-July).

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

Temporal and spatial routing for large scale safe and connected UAS traffic management in urban areas

Zhao, Z., Jin, Z., Luo, C., Fang, H., Basti, F., Cenk Gursoy, M., Caicedo, C. & Qiu, Q., Aug 2019, Proceedings - 2019 IEEE 25th International Conference on Embedded and Real-Time Computing Systems and Applications, RTCSA 2019. Institute of Electrical and Electronics Engineers Inc., 8864561. (Proceedings - 2019 IEEE 25th International Conference on Embedded and Real-Time Computing Systems and Applications, RTCSA 2019).

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

Uplink Coverage in Heterogeneous mmWave Cellular Networks with User-Centric Small Cell Deployments

Wang, X. & Gursoy, M. C., Apr 12 2019, 2018 IEEE 88th Vehicular Technology Conference, VTC-Fall 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8690884. (IEEE Vehicular Technology Conference; vol. 2018-August).

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

Uplink Performance Analysis in D2D-Enabled Millimeter-Wave Cellular Networks with Clustered Users

Turgut, E. & Gursoy, M. C., Feb 1 2019, In : IEEE Transactions on Wireless Communications. 18, 2, p. 1085-1100 16 p., 8602443.

Research output: Contribution to journalArticle

4 Scopus citations
2018

A deep reinforcement learning-based framework for content caching

Zhong, C., Gursoy, M. C. & Velipasalar, S., May 21 2018, 2018 52nd Annual Conference on Information Sciences and Systems, CISS 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p.

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

39 Scopus citations

Capacity-Achieving Signals for Point-to-Point and Multiple-Access Channels under Non-Gaussian Noise and Peak Power Constraint

Ranjbar, M., Tran, N. H., Nguyen, T. V., Gursoy, M. C. & Nguyen-Le, H., Jan 1 2018, In : IEEE Access. 6, p. 30977-30989 13 p.

Research output: Contribution to journalArticle

3 Scopus citations

Coverage in downlink heterogeneous mmwave cellular networks with user-centric small cell deployment

Wang, X., Turgut, E. & Gursoy, M. C., Feb 14 2018, 2017 IEEE International Symposium on Personal, Indoor and Mobile Radio Communications: Engaged Citizens and their New Smart Worlds, PIMRC 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-October. p. 1-7 7 p.

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

3 Scopus citations

Deep reinforcement learning based resource allocation in low latency edge computing networks

Yang, T., Hu, Y., Gursoy, M. C., Schmeink, A. & Mathar, R., Oct 12 2018, 2018 15th International Symposium on Wireless Communication Systems, ISWCS 2018. VDE Verlag GmbH, Vol. 2018-August. 8491089

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

24 Scopus citations

Downlink Analysis in Unmanned Aerial Vehicle (UAV) Assisted Cellular Networks With Clustered Users

Turgut, E. & Gursoy, M. C., May 26 2018, In : IEEE Access. 6, p. 36313-36324 12 p.

Research output: Contribution to journalArticle

26 Scopus citations

Effective Capacity in MIMO Channels with Arbitrary Inputs

Hammouda, M., Akin, S., Gursoy, M. C. & Peissig, J., Apr 2018, In : IEEE Transactions on Vehicular Technology. 67, 4, p. 3252-3268 17 p.

Research output: Contribution to journalArticle

2 Scopus citations

Efficient transmission schemes for low-latency networks: NOMA vs. Relaying

Hu, Y., Gursoy, M. C. & Schmeink, A., Feb 14 2018, 2017 IEEE International Symposium on Personal, Indoor and Mobile Radio Communications: Engaged Citizens and their New Smart Worlds, PIMRC 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC; vol. 2017-October).

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

6 Scopus citations

Energy-delay-secrecy tradeoffs in wireless communications under channel uncertainty

Ozmen, M. & Gursoy, M. C., Jun 8 2018, 2018 IEEE Wireless Communications and Networking Conference, WCNC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 1-6 6 p.

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

2 Scopus citations

Error Probability Calculation with Reduced Complexity for Molecular Communications

Gursoy, M. C., Akdeniz, B. C., Tugcu, T. & Pusane, A. E., Aug 20 2018, 2018 41st International Conference on Telecommunications and Signal Processing, TSP 2018. Herencsar, N. (ed.). Institute of Electrical and Electronics Engineers Inc., 8441167. (2018 41st International Conference on Telecommunications and Signal Processing, TSP 2018).

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

1 Scopus citations

Intercell interference-aware scheduling for delay sensitive applications in C-RAN

Li, Y., Gursoy, M. C. & Velipasalar, S., Feb 8 2018, 2017 IEEE 86th Vehicular Technology Conference, VTC Fall 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-September. p. 1-5 5 p.

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

1 Scopus citations

Learning-Based Delay-Aware Caching in Wireless D2D Caching Networks

Li, Y., Zhong, C., Gursoy, M. C. & Velipasalar, S., Jan 1 2018, (Accepted/In press) In : IEEE Access.

Research output: Contribution to journalArticle

6 Scopus citations

Molecule-as-a-frame: A frame based communication approach for nanonetworks

Gursoy, M. C., Pusane, A. E. & Tugcu, T., Jun 2018, In : Nano Communication Networks. 16, p. 45-59 15 p.

Research output: Contribution to journalArticle

2 Scopus citations

Nanomakine Kümelerinde Üstdüsüm Tabanli Moleküler Iletisim

Translated title of the contribution: Superposition based molecular communications in nanomachine swarmsGursoy, M. C., Pusane, A. E. & Tugcu, T., Jul 5 2018, 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-4 4 p. (26th IEEE Signal Processing and Communications Applications Conference, SIU 2018).

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

NOMA-Based Energy-Efficient Wireless Powered Communications

Zewde, T. A. & Gursoy, M. C., Sep 1 2018, In : IEEE Transactions on Green Communications and Networking. 2, 3, p. 679-692 14 p., 8350092.

Research output: Contribution to journalArticle

13 Scopus citations

NOMA-based energy-efficient wireless powered communications in 5G systems

Zewde, T. A. & Gursoy, M. C., Feb 8 2018, 2017 IEEE 86th Vehicular Technology Conference, VTC Fall 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-September. p. 1-5 5 p.

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

5 Scopus citations

Optimal inputs of single-user and multi-user non-gaussian aggregate interference channels

Ranjbar, M., Tran, N. H., Nguyen, T. V. & Gursoy, M. C., Jul 27 2018, 2018 IEEE International Conference on Communications, ICC 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-May. 8422292

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

1 Scopus citations