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Browsing Electrical, Electronic and Computer Engineering by Author "Sande, Malcolm Makomborero"

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Access and radio resource management for IAB networks using deep reinforcement learning

Sande, Malcolm Makomborero; Hlophe, Mduduzi Comfort; Maharaj, Bodhaswar Tikanath Jugpershad (Institute of Electrical and Electronics Engineers, 2021-08)

Congestion in dense traf c networks is a prominent obstacle towards realizing the performance requirements of 5G new radio. Since traditional adaptive traf c signal control cannot resolve this type of congestion, realizing ...
A backhaul adaptation scheme for IAB networks using deep reinforcement learning with recursive discrete choice model

Sande, Malcolm Makomborero; Hlophe, Mduduzi Comfort; Maharaj, Bodhaswar T. Sunil (Institute of Electrical and Electronics Engineers, 2023-02)

Challenges such as backhaul availability and backhaul scalability have continued to outweigh the progress of integrated access and backhaul (IAB) networks that enable multi-hop backhauling in 5G networks. These challenges, ...
Fast converging robust beamforming for downlink massive MIMO systems in heterogenous networks

Sande, Malcolm Makomborero (University of Pretoria, 2018)

Massive multiple-input multiple-output (MIMO) is an emerging technology, which is an enabler for future broadband wireless networks that support high speed connection of densely populated areas. Application of massive MIMO ...
Fast converging robust beamforming for massive MIMO in heterogeneous networks

Sande, Malcolm Makomborero; Hamouda, Soumaya; Maharaj, Bodhaswar Tikanath Jugpershad (Institute of Electrical and Electronics Engineers, 2018-04)

The use of massive multiple-input multiple-output (MIMO) base stations in heterogeneous networks (HetNets) offers an increase in throughput without increasing the bandwidth, but with reduced power consumption. In this ...

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Browsing Electrical, Electronic and Computer Engineering by Author "Sande, Malcolm Makomborero"

Browsing Electrical, Electronic and Computer Engineering by Author "Sande, Malcolm Makomborero"

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