Resource allocation in next generation cellular networks

As cellular services become deeply rooted in people’s daily life and more multimedia services are offered to larger audience, the access demand for high data rate is growing more rapidly than ever. Such demands are to be met with new wireless network technologies. This thesis explored resource alloc...

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Main Author: Wang, Xiaofan
Other Authors: Chong Han Joo, Peter
Format: Theses and Dissertations
Language:English
Published: 2014
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Online Access:https://hdl.handle.net/10356/59536
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-595362023-07-04T17:11:47Z Resource allocation in next generation cellular networks Wang, Xiaofan Chong Han Joo, Peter School of Electrical and Electronic Engineering Network Technology Research Centre DRNTU::Engineering::Electrical and electronic engineering::Wireless communication systems As cellular services become deeply rooted in people’s daily life and more multimedia services are offered to larger audience, the access demand for high data rate is growing more rapidly than ever. Such demands are to be met with new wireless network technologies. This thesis explored resource allocation schemes under the scope of two different network structures, Time-Division Duplex Code-Division Multiple Access (TDD- CDMA) and Orthogonal Frequency Division Multiple Access (OFDMA). First phase of this thesis studied Multi-hop Cellular Networks (MCNs) under the structure of TDD-CDMA in measurements of both system performance and energy consumption. Two new resource allocation schemes, Multi-Medium MAC with Retransmission (mmMAC/RT) and Opportunistic MAC (OMAC), were proposed and showed significant improvement over traditional Packet Reservation Multiple Access (PRMA) and baseline protocol Multi-hop Multiple Access Control (mMAC). Then the energy consumption of different single and multi-hop time slot allocation schemes was examined. Furthermore, an Opportunistic Relay Station (ORS) selection scheme was proposed and studied. The analysis led to a new half-fixed RS selection protocol and simulation proved the new protocol’s ability to minimize energy consumption under various traffic conditions. Second phase of this project focused on OFDMA networks as it has been selected for future release of 3GPP Long Term Evolution (LTE). The channel characteristics of frequency selective Rayleigh fading channels in OFDMA networks were first studied and a simulation channel model was proposed. An Ordered Interference-Aware Resource (OIAR) allocation scheme was then proposed to take advantage of frequency and user diversity in such networks. Simulation results proved its ability to outperform the random resource allocation scheme. Device-to-Device (D2D) communication was also introduced to cellular networks for higher utilization of radio spectrum. An improved OIAR protocol was adapted for D2D users and different settings have been discussed. The D2D communication underlaying cellular network was proved by simulation to provide higher capacity with such interference- aware resource allocation scheme. MASTER OF ENGINEERING (EEE) 2014-05-07T08:15:54Z 2014-05-07T08:15:54Z 2014 2014 Thesis Wang, X. (2013). Resource allocation in next generation cellular networks. Master’s thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/59536 10.32657/10356/59536 en 106 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Electrical and electronic engineering::Wireless communication systems
spellingShingle DRNTU::Engineering::Electrical and electronic engineering::Wireless communication systems
Wang, Xiaofan
Resource allocation in next generation cellular networks
description As cellular services become deeply rooted in people’s daily life and more multimedia services are offered to larger audience, the access demand for high data rate is growing more rapidly than ever. Such demands are to be met with new wireless network technologies. This thesis explored resource allocation schemes under the scope of two different network structures, Time-Division Duplex Code-Division Multiple Access (TDD- CDMA) and Orthogonal Frequency Division Multiple Access (OFDMA). First phase of this thesis studied Multi-hop Cellular Networks (MCNs) under the structure of TDD-CDMA in measurements of both system performance and energy consumption. Two new resource allocation schemes, Multi-Medium MAC with Retransmission (mmMAC/RT) and Opportunistic MAC (OMAC), were proposed and showed significant improvement over traditional Packet Reservation Multiple Access (PRMA) and baseline protocol Multi-hop Multiple Access Control (mMAC). Then the energy consumption of different single and multi-hop time slot allocation schemes was examined. Furthermore, an Opportunistic Relay Station (ORS) selection scheme was proposed and studied. The analysis led to a new half-fixed RS selection protocol and simulation proved the new protocol’s ability to minimize energy consumption under various traffic conditions. Second phase of this project focused on OFDMA networks as it has been selected for future release of 3GPP Long Term Evolution (LTE). The channel characteristics of frequency selective Rayleigh fading channels in OFDMA networks were first studied and a simulation channel model was proposed. An Ordered Interference-Aware Resource (OIAR) allocation scheme was then proposed to take advantage of frequency and user diversity in such networks. Simulation results proved its ability to outperform the random resource allocation scheme. Device-to-Device (D2D) communication was also introduced to cellular networks for higher utilization of radio spectrum. An improved OIAR protocol was adapted for D2D users and different settings have been discussed. The D2D communication underlaying cellular network was proved by simulation to provide higher capacity with such interference- aware resource allocation scheme.
author2 Chong Han Joo, Peter
author_facet Chong Han Joo, Peter
Wang, Xiaofan
format Theses and Dissertations
author Wang, Xiaofan
author_sort Wang, Xiaofan
title Resource allocation in next generation cellular networks
title_short Resource allocation in next generation cellular networks
title_full Resource allocation in next generation cellular networks
title_fullStr Resource allocation in next generation cellular networks
title_full_unstemmed Resource allocation in next generation cellular networks
title_sort resource allocation in next generation cellular networks
publishDate 2014
url https://hdl.handle.net/10356/59536
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