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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

Reinforcement learning
Uncertainty

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

Power control
Fading channels

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

Modulation
Antennas
Communication
Merging
Throughput

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

Multiplexing
Modulation
Pulse position modulation
Communication
Throughput

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 Bastidas, C. E. & Basti, F., Apr 1 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

Aircraft
Air
Free flight
Cellular radio systems
Combinatorial optimization
1 Citation (Scopus)

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

Millimeter Wave
Cellular Networks
Millimeter waves
Coverage
Base stations

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

Power control
Energy resources
Power transmission
Resource allocation
Computational complexity

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

Multimedia services
Reinforcement learning
Base stations
Wireless networks
Decision making

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

Reinforcement learning
Power Control
Reinforcement Learning
Access Control
Access control

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

Antennas
Energy efficiency
Communication systems
Entropy

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

Energy Harvesting
Energy harvesting
Directional patterns (antenna)
Unmanned aerial vehicles (UAV)
Antenna
4 Citations (Scopus)

Index Modulation for Molecular Communication via Diffusion Systems

Gursoy, M. C., Basar, E., Pusane, A. E. & Tugcu, T., May 1 2019, In : IEEE Transactions on Communications. 67, 5, p. 3337-3350 14 p., 8638834.

Research output: Contribution to journalArticle

Intersymbol interference
Modulation
Communication
Molecules
Antennas

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

Energy harvesting
Millimeter waves
Base stations
Geometry
Communication

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

Storage management
Energy harvesting
Outages
Energy storage
Communication

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

Millimeter Wave
Outage Probability
Cellular Networks
Millimeter waves
Outages
1 Citation (Scopus)

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

Modulation
Communication
Antennas
Antenna
Multiple-input multiple-output (MIMO) Systems

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

Unmanned aerial vehicles (UAV)
Millimeter waves
Energy transfer
Base stations
Probability density function

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

unmanned aircraft systems
traffic
Aircraft
resources
communication

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

Heterogeneous Networks
Uplink
Cellular Networks
Coverage
Cell
1 Citation (Scopus)

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

Millimeter Wave
Uplink
Cellular Networks
Millimeter waves
Outages
2018
22 Citations (Scopus)

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

Reinforcement learning
Base stations
Wireless networks
1 Citation (Scopus)

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 Citations (Scopus)

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

Base stations
Millimeter waves
Heterogeneous networks
Beamforming
Probability density function
6 Citations (Scopus)

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

Reinforcement learning
reinforcement
Resource allocation
Decoding
time policy
9 Citations (Scopus)

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

Unmanned aerial vehicles (UAV)
Base stations
Poisons
Disasters
Probability density function
4 Citations (Scopus)

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., Vol. 2017-October. p. 1-6 6 p.

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

Throughput
2 Citations (Scopus)

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

Energy efficiency
Communication
Outages
Fading channels
Data communication systems

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

Communication
Bit error rate
Brownian movement
Telecommunication links
Error probability
1 Citation (Scopus)

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

Network architecture
Network Architecture
Interference
Scheduling
Processing
7 Citations (Scopus)

Joint mode selection and resource allocation for D2D communications via vertex coloring

Li, Y., Gursoy, M. C., Velipasalar, S. & Tang, J., Jan 10 2018, 2017 IEEE Global Communications Conference, GLOBECOM 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-6 6 p.

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

Coloring
Resource allocation
Communication
Energy efficiency
1 Citation (Scopus)

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

Communication
Throughput
Energy efficiency
1 Citation (Scopus)

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

Gursoy, M. C., Pusane, A. E. & Tugcu, T., Jun 1 2018, In : Nano Communication Networks. 16, p. 45-59 15 p.

Research output: Contribution to journalArticle

Molecules
Communication
Error Rate
Receiver
Co-channel Interference

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

Communication
Fluidics
Bit error rate
Telecommunication links
Statistics
7 Citations (Scopus)

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

Telecommunication networks
Energy efficiency
Communication
Energy harvesting
Time division multiple access
3 Citations (Scopus)

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

Multiple Access
Uplink
Energy Efficient
Wireless Communication
Telecommunication networks
1 Citation (Scopus)

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

Optimal Power Allocation for Amplify and Forward Relaying with Finite Blocklength Codes and QoS Constraints

Hu, Y., Gursoy, M. C. & Schmeink, A., Jul 20 2018, 2018 IEEE 87th Vehicular Technology Conference, VTC Spring 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-June. p. 1-5 5 p.

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

Amplify-and-forward
Power Allocation
Optimal Allocation
Quality of Service
Quality of service
10 Citations (Scopus)

Optimal Power Allocation for QoS-Constrained Downlink Multi-User Networks in the Finite Blocklength Regime

Hu, Y., Ozmen, M., Gursoy, M. C. & Schmeink, A., Jul 3 2018, (Accepted/In press) In : IEEE Transactions on Wireless Communications.

Research output: Contribution to journalArticle

Power Allocation
Optimal Allocation
Quality of Service
Quality of service
Throughput
2 Citations (Scopus)

Optimal power allocation for QoS-constrained downlink networks with finite blocklength codes

Hu, Y., Ozmen, M., Gursoy, M. C. & Schmeink, A., 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

Quality of service
Throughput
Numerical analysis
Error probability

Optimal Power Control for Fading Channels with Arbitrary Input Distributions and Delay-Sensitive Traffic

Ozcan, G. & Gursoy, M. C., Apr 13 2018, (Accepted/In press) In : IEEE Transactions on Communications.

Research output: Contribution to journalArticle

Power control
Fading channels
Energy efficiency
Quality of service
Power transmission
1 Citation (Scopus)
Energy harvesting
Resource allocation
Telecommunication networks
Quality of service
Energy efficiency

Optimal resource allocation for SWIPT with full-duplex operation and secrecy

Zewde, T. A., Chou, R. A. & Gursoy, M. C., Jul 3 2018, 2018 IEEE International Conference on Communications Workshops, ICC Workshops 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p.

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

Energy harvesting
Resource allocation
Energy efficiency
Bearings (structural)
Throughput
1 Citation (Scopus)

Performance Analysis of Wireless Powered Cellular Networks with Downlink SWIPT - Invited Paper

Zewde, T. A. & Gursoy, M. C., Jul 20 2018, 2018 IEEE 87th Vehicular Technology Conference, VTC Spring 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-June. p. 1-6 6 p.

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

Uplink
Cellular Networks
Performance Analysis
Wireless Networks
Energy efficiency
2 Citations (Scopus)

Power control and mode selection for VBR video streaming in D2D networks

Ye, C., Gursoy, M. C. & Velipasalar, S., 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

Video streaming
Power control
Base stations
Fading channels
Transmitters
3 Citations (Scopus)
Resource allocation
Bandwidth
Power transmission
Fading channels
Signal to noise ratio
1 Citation (Scopus)

Quality-Driven Resource Allocation for Wireless Video Transmissions under Energy Efficiency and Delay Constraints

Ye, C., Gursoy, M. C. & Velipasalar, S., Jul 25 2018, (Accepted/In press) In : IEEE Access.

Research output: Contribution to journalArticle

Resource allocation
Energy efficiency
Frequency allocation
Power control
Bandwidth
16 Citations (Scopus)

Relaying-Enabled Ultra-Reliable Low-Latency Communications in 5G

Hu, Y., Gursoy, M. C. & Schmeink, A., Mar 1 2018, In : IEEE Network. 32, 2, p. 62-68 7 p.

Research output: Contribution to journalArticle

Communication
Channel capacity
10 Citations (Scopus)

SWIPT-Enabled Relaying in IoT Networks Operating with Finite Blocklength Codes

Hu, Y., Zhu, Y., Gursoy, M. C. & Schmeink, A., Jan 1 2018, (Accepted/In press) In : IEEE Journal on Selected Areas in Communications.

Research output: Contribution to journalArticle

Network protocols
Telecommunication networks
Internet of things
Analytical models

Throughput optimization for molecule-as-a-frame communications

Gursoy, M. C., Pusane, A. E. & Tugcu, T., Jan 31 2018, 2017 IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. (2017 IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2017; vol. 2018-January).

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

Throughput
Molecules
Communication
Telecommunication networks
Communication systems
3 Citations (Scopus)

Uplink performance analysis in D2D-enabled mmWave cellular networks

Turgut, E. & 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

Millimeter Wave
Uplink
Cellular Networks
Millimeter waves
Outages