المؤلفون: Hlophe, Mduduzi Comfort

Thesis Advisors: Maharaj, Bodhaswar Tikanath Jugpershad, u16250444@up.co.za

مصطلحات موضوعية: UCTD

الاتاحة: http://hdl.handle.net/2263/75644

المؤلفون: Ngwenya, Dumisa Wellington, Hlophe, Mduduzi Comfort, Maharaj, Bodhaswar T.

المصدر: Electronics (2079-9292); Jan2025, Vol. 14 Issue 2, p263, 32p

مصطلحات موضوعية: QUEUING theory, CONSTRAINT satisfaction, QUEUEING networks, MATHEMATICAL optimization, BANDWIDTHS

المؤلفون: Sande, Malcolm Makomborero, Hlophe, Mduduzi Comfort, Maharaj, Bodhaswar T. Sunil

مصطلحات موضوعية: Backhaul, Choice aversion, Constrained Markov decision process, Deep reinforcement learning, Integrated access and backhaul, Recursive discrete choice model, Routing

وصف الملف: application/pdf

Relation: Sande, M.M., Hlophe, M.C. & Maharaj, B.T.S. 2023, 'A backhaul adaptation scheme for IAB networks using deep reinforcement learning with recursive discrete choice model', IEEE Access, vol. 11, pp. 18385-18390, doi : 10.1109/ACCESS.2023.3243519.; 2169-3536 (online); http://hdl.handle.net/2263/92640

الاتاحة: http://hdl.handle.net/2263/92640
https://doi.org/10.1109/ACCESS.2023.3243519

المؤلفون: Hlophe, Mduduzi Comfort, Maharaj, Bodhaswar Tikanath Jugpershad

مصطلحات موضوعية: Big data, Big data analytics, Cyber–physical convergence, Day 3, Digital twin, Edge computing, Open RAN, Internet of Things (IoT), Artificial intelligence (AI), Sixth generation (6G), Cognitive Internet of people processes data and things (CIoPPD&T), Digital twins (DTs), Network digital twins (NDT), SDG-09: Industry, innovation and infrastructure

وصف الملف: application/pdf

Relation: http://hdl.handle.net/2263/95114

الاتاحة: http://hdl.handle.net/2263/95114
https://doi.org/10.3390/app132413262

المؤلفون: Hlophe, Mduduzi Comfort, Maharaj, Bodhaswar Tikanath Jugpershad

مصطلحات موضوعية: Bellman optimality, Constrained reinforcement learning, Network slicing, Non-Markovian, Power-delay, Resource allocation, Satisfaction degree, Reinforcement learning (RL), Software-defined networking (SDN), Ultra-reliable low-latency communication (URLLC), Enhanced mobile broadband (eMBB), Fifth generation (5G), Massive machine-type communications (mMTC)

وصف الملف: application/pdf

Relation: Hlophe, M.C. & Maharaj, B.T. 2022, 'An SDN controller-based network slicing scheme using constrained reinforcement learning', vol. 10, pp. 1348484-134869, doi : 10.1109/ACCESS.2022.3228804.; 2169-3536 (online); http://hdl.handle.net/2263/91673

الاتاحة: http://hdl.handle.net/2263/91673
https://doi.org/10.1109/ACCESS.2022.3228804

المؤلفون: Sande, Malcolm Makomborero, Hlophe, Mduduzi Comfort, Maharaj, Bodhaswar Tikanath Jugpershad

مصطلحات موضوعية: Congestion control, Millimeter wave, Nearest neighbor, Resource allocation, Integrated access and backhaul (IAB), Deep reinforcement learning (DRL)

Relation: http://hdl.handle.net/2263/84738; Sande, M.M., Hlophe, M.C., Maharaj, B.T. 2021, 'Access and radio resource management for IAB networks using deep reinforcement learning', IEEE Access, vol. 9, pp. 114218-114234.; 2169-3536 (online)

الاتاحة: http://hdl.handle.net/2263/84738
https://doi.org/10.1109/ACCESS.2021.3104322

المؤلفون: Hlophe, Mduduzi Comfort, Maharaj, Bodhaswar Tikanath Jugpershad

مصطلحات موضوعية: Beyond 5G, Deep architectures, Deep learning, Deep Q-learning networks, Deep reinforcement learning, Energy efficiency, Intelligent spectrum management, Machine learning, Reinforcement learning, Fifth generation network technology (5G), Cognitive radio network (CRN), Internet of Things (IoT)

Relation: http://hdl.handle.net/2263/84736; Hlophe, M.C. & Maharaj, B.T. 2021, 'AI meets CRNs : a prospective review on the application of deep architectures in spectrum management', IEEE Access, vol. 9, pp. 113954-113996.; 2169-3536 (online)

الاتاحة: http://hdl.handle.net/2263/84736
https://doi.org/10.1109/ACCESS.2021.3104099

المؤلفون: Hlophe, Mduduzi Comfort, Maharaj, Bodhaswar Tikanath Jugpershad

مصطلحات موضوعية: Bipartite matching, Deep learning, Energy saving, Resource allocation, Resource percentage threshold, Traffic prediction, Cognitive radio network (CRN), Quality of service (QoS), Stacked auto-encoder (SAE), First-come-first-served (FCFS), Mean slowdown (MS)

Relation: http://hdl.handle.net/2263/76939; Hlophe, M.C. & Maharaj, B.T. 2020, 'QoS provisioning and energy saving scheme for distributed cognitive radio networks using deep learning', Journal of Communications and Networks, vol. 22, no. 3, pp. 185-204.; 1229-2370 (print); 1976-5541 (online)

الاتاحة: http://hdl.handle.net/2263/76939
https://doi.org/10.1109/JCN.2020.000013

المؤلفون: Hlophe, Mduduzi Comfort, Maharaj, Bodhaswar Tikanath Jugpershad

مصطلحات موضوعية: Ising model, Matrix factorization, Metropolis-Hastings algorithm, Missing values, Cognitive radio network (CRN), Stochastic gradient descent (SGD), Singular value decomposition (SVD)

Relation: http://hdl.handle.net/2263/73151; Hlophe, M.C. & Maharaj, S.B.T. 2019, 'Spectrum occupancy reconstruction in distributed cognitive radio networks using deep learning', IEEE Access, vol. 7, pp. 14294-14307.; 2169-3536 (online)

الاتاحة: http://hdl.handle.net/2263/73151
https://doi.org/10.1109/ACCESS.2019.2894784

المؤلفون: Hlophe, Mduduzi Comfort, Maharaj, Bodhaswar Tikanath Jugpershad

مصطلحات موضوعية: Quality of service (QoS), Power demand, Servers, Cost function, Energy consumption (EC), Resource management, Trees (mathematics), Telecommunication traffic, Telecommunication power management, Telecommunication computing, Resource allocation, Cognitive radio (CR), Learning (artificial intelligence), Neural nets, Optimisation, Energy efficient resource allocation, Random tree technique, Real-time traffic, Deep learning-based computational-resource-aware energy consumption technique, Cognitive radio network (CRN)

Relation: http://hdl.handle.net/2263/73123; Hlophe, M.C. & Maharaj, B.T. 2019, 'Optimization and learning in energy efficient resource allocation for cognitive radio networks', 2019 IEEE 89th Vehicular Technology Conference (VTC2019-Spring)

الاتاحة: http://hdl.handle.net/2263/73123
https://doi.org/10.1109/VTCSpring.2019.8746632