Ioan-Sorin Comsa
Ioan-Sorin Comsa
Swiss Distance University of Applied Sciences
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Cited by
Cited by
Towards 5G: A reinforcement learning-based scheduling solution for data traffic management
IS Comşa, S Zhang, ME Aydin, P Kuonen, Y Lu, R Trestian, G Ghinea
IEEE Transactions on Network and Service Management 15 (4), 1661-1675, 2018
Seamless multimedia delivery within a heterogeneous wireless networks environment: Are we there yet?
R Trestian, IS Comsa, MF Tuysuz
IEEE Communications Surveys & Tutorials 20 (2), 945-977, 2018
Qos-driven scheduling in 5g radio access networks-a reinforcement learning approach
IS Comsa, A De-Domenico, D Ktenas
GLOBECOM 2017-2017 IEEE Global Communications Conference, 1-7, 2017
Self-learning-based data aggregation scheduling policy in wireless sensor networks
Y Lu, T Zhang, E He, IS Comşa
Journal of Sensors 2018, 2018
Construction of data aggregation tree for multi-objectives in wireless sensor networks through jump particle swarm optimization
Y Lu, J Chen, I Comsa, P Kuonen, B Hirsbrunner
Procedia Computer Science 35, 73-82, 2014
360˚ Mulsemedia Experience over Next Generation Wireless Networks - A Reinforcement Learning Approach
IS Comsa, R Trestian, G Ghinea
Dynamic data aggregation protocol based on multiple objective tree in wireless sensor networks
Y Lu, IS Comsa, P Kuonen, B Hirsbrunner
2015 IEEE tenth international conference on intelligent sensors, sensor†…, 2015
An innovative machine-learning-based scheduling solution for improving live UHD video streaming quality in highly dynamic network environments
IS Comşa, GM Muntean, R Trestian
IEEE Transactions on Broadcasting 67 (1), 212-224, 2020
360 Mulsemedia: a way to improve subjective QoE in 360 videos
A Covaci, R Trestian, EB Saleme, IS Comsa, G Assres, CAS Santos, ...
Proceedings of the 27th ACM International Conference on Multimedia, 2378-2386, 2019
Adaptive data aggregation with probabilistic routing in wireless sensor networks
Y Lu, IS Comsa, P Kuonen, B Hirsbrunner
Wireless Networks 22 (8), 2485-2499, 2016
Do I smell coffee? The tale of a 360 mulsemedia experience
IS Comşa, EB Saleme, A Covaci, GM Assres, R Trestian, CAS Santos, ...
IEEE MultiMedia 27 (1), 27-36, 2019
A novel dynamic Q-learning-based scheduler technique for LTE-advanced technologies using neural networks
IS Comsa, S Zhang, M Aydin, P Kuonen, JF Wagen
37th Annual IEEE Conference on Local Computer Networks, 332-335, 2012
5MART: A 5G SMART scheduling framework for optimizing QoS through reinforcement learning
IS Comșa, R Trestian, GM Muntean, G Ghinea
IEEE Transactions on Network and Service Management 17 (2), 1110-1124, 2019
Adaptive proportional fair parameterization based LTE scheduling using continuous actor-critic reinforcement learning
IS Comşa, S Zhang, M Aydin, J Chen, P Kuonen, JF Wagen
2014 IEEE global communications conference, 4387-4393, 2014
Scheduling policies based on dynamic throughput and fairness tradeoff control in LTE-A networks
IS Comşa, M Aydin, S Zhang, P Kuonen, JF Wagen, Y Lu
39th Annual IEEE conference on local computer networks, 418-421, 2014
Probabilistic data aggregation protocol based on ACO-GA hybrid approach in wireless sensor networks
Y Lu, IS Comsa, P Kuonen, B Hirsbrunner
2015 8th IFIP Wireless and Mobile Networking Conference (WMNC), 235-238, 2015
Reinforcement learning based radio resource scheduling in LTE-advanced
IS Comşa, M Aydin, S Zhang, P Kuonen, JF Wagen
The 17th International Conference on Automation and Computing, 219-224, 2011
The influence of human factors on 360∘ mulsemedia QoE
EB Saleme, A Covaci, G Assres, IS Comsa, R Trestian, CAS Santos, ...
International Journal of Human-Computer Studies 146, 102550, 2021
Multi objective resource scheduling in LTE networks using reinforcement learning
IS Comsa, M Aydin, S Zhang, P Kuonen, JF Wagen
International Journal of Distributed Systems and Technologies (IJDST) 3 (2†…, 2012
A comparison of reinforcement learning algorithms in fairness-oriented OFDMA schedulers
IS Comșa, S Zhang, M Aydin, P Kuonen, R Trestian, G Ghinea
Information 10 (10), 315, 2019
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