博碩士論文 955203039 詳細資訊




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姓名 林艾潔(Ai-chieh Lin)  查詢紙本館藏   畢業系所 通訊工程學系
論文名稱 基於模糊邏輯於異質無線網路之聯合無線電資源管理
(A Fuzzy Logic based Joint Radio Resource Management in heterogeneous wireless networks)
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摘要(中) 近年來,無線網路的技術不斷的進步,單一的無線電存取技術已經不符合時代的需求,為讓使用者未來可以隨時隨地無間斷的服務,包括了歐洲的3GPP和北美的IEEE,都已經朝向異質無線網路環境的技術發展,由於異質無線網路和單一無線網路的不同,對於資源的整合與管理而言是一項莫大的挑戰。
本論文提出一套新穎的機制來解決聯合無線電資源管理,基於模糊邏輯控制有效的作資源的估測與保留,同時完成最初無線電存取技術之選擇、水平換手、垂直換手、允入控制和負載平衡,達成集中管理之目標,並考量到三種訊務,分別為聲音、影像和資料,在多個無線電存取技術環境下,保證滿足服務品質之需求,其中考量到的無線電存取技術,分別有GERAN、HSPA、Mobile WiMAX。
演算法分成四大步驟,依序為訊務分類、資源估測與保留、允入控制和無線電存取技術之選擇。而使用模糊邏輯控制的原因為,其擴充性高,且運作過程不複雜,可以達到有效的資源管理;無線電存取技術之選擇,則使用了多屬性決策來完成,藉此達到比傳統無線電資源管理機制,有更佳的使用率。
摘要(英) The wireless network technology has significant progress in recent years. Users prefer to use any devices to access wireless networks anytime, anywhere, but a single radio access technology (RAT) cannot fulfill the users’ needs. In order to satisfy the users’ requirement, 3GPP and IEEE are currently developing wireless network standards related to the heterogeneous wireless network environment. Because the heterogeneous wireless network is more complex than a single wireless network, there are many challenges for the integration and management of radio resources.
This thesis address a novel mechanisms to solve problems in joint radio resource management (JRRM). The fuzzy logic based algorithm can make proper initial RAT selection, horizontal handoff, vertical handoff, admission control and load balance. By considering three kinds of traffic, voice, video and data respectively, the proposed algorithm can meet the demand for quality of service (QoS) in the heterogeneous wireless network that includes GERAN, HSPA and Mobile WiMAX RATs.
The proposed algorithm is divided into four parts: traffic classification, resource estimation for reservation, admission control and RAT selection. Due to the flexibility and simplification, the fuzzy logic control (FLC) is chosen to make effective utilization of resources. The multi-attribute decision making (MADM) based RAT selection also has better efficiency than that in traditional radio resources management (RRM) mechanisms.
關鍵字(中) ★ 多屬性決策
★ 允入控制
★ 模糊邏輯控制
★ 聯合無線電資源管理
關鍵字(英) ★ admission control
★ MADM
★ FLC
★ JRRM
論文目次 中文摘要………………………………………………………………………...I
英文摘要………………………………………………………………………..II
誌謝…………………………………………………………………………….III
目錄…………………………………………………………………………….IV
圖目錄………………………………………………………………………….VI
表目錄………………………………………………………………………….IX
第一章 緒論…………………………………………………………………...1
1-1 前言…………………………………………………………………...1
1-2 研究動機……………………………………………………………...2
1-3 論文架構……………………………………………………………...3
第二章 相關研究背景………………………………………………………...5
2-1 異質無線網路環境…………………………………………………...5
2-2 無線電資源管理……………………………………………………...9
2-2-1 服務品質……………………………………………………….9
2-2-2 允入控制……………………………………………………...13
2-2-3 負載平衡……………………………………………………...15
2-3 聯合無線電資源管理……………………………………………….15
第三章 聯合無線電資源管理機制………………………………………….19
3-1 架構………………………………………………………………….19
3-2 流程………………………………………………………………….20
3-2-1 模糊邏輯控制………………………………………………...22
3-2-2 多屬性決策…………………………………………………...37
第四章 模擬與分析………………………………………………………….45
4-1 模擬環境設定……………………………………………………….45
4-2 移動模型…………………………………………………………….47
4-3 無線電資源………………………………………………………….48
4-4 流程圖……………………………………………………………….50
4-5 數據分析…………………………………………………………….56
第五章 結論………………………………………………………………….64
參考文獻……………………………………………………………………….66
參考文獻 [1] M. Steer, ”Beyond 3G,” Microwave Magazine, IEEE, Volume 8, Issue 1, pp 76-82, February 2007
[2] 3GPP TS 22.105 “Services and service capabilities” version 8.4.0 Release 8, January 2008
[3] 3GPP TS 23.107 “Quality of Service(QoS)concept and architecture” version 7.1.0 Release 7, October 2007
[4] “Mobile WiMAX – Part 1: A Technical Overview and Performance Evaluation,” WiMAX ForumTM and "WiMAX Forum CERTIFIETM, August 2006
[5] D. Niyato, E. Hossain, “Call admission control for QoS provisioning in 4G wireless networks:issues and approaches,” Network, IEEE, Volume 19, Issue 5, pp. 5-11, September-October 2005
[6] J. Pérez-Romero, O. Sallent, R. Agusti, M.A. Diaz-Guerra, Radio Resource Management strategies in UMTS, Ed. John Wiley & Sons, 2005
[7] R. Skehill, M. Barry, W. kent, M. O’Callaghan, N. Gawley, S. Mcgrath, “The common RRM approach to admission control for converged heterogeneous wireless networks,” Wireless Communications, IEEE, Volume 14, Issue 2, pp. 48-56, April 2007
[8] 羅強, 張平, ”B3G網路聯合無線資源管理的研究,” 電信科學, pp. 43-47, 2004
[9] G. Dimitrakopoulos, P. Demestichas, D. Grandblaise, K. Mößner, J. Hoffmeyer, J. Luo, “Cognitive Radio, Spectrum and Radio Resource Management,” Wireless World Research Forum, Working Group 6 White Paper, 2004
[10] L. Giupponi, R. Agusti, J. Pérez-Romero, O. Sallent, “A Novel Approach for Joint Radio Resource Management Based on Fuzzy Neural Methodology,” Vehicular Technology, IEEE, Volume 57, Issue 3, pp. 1789-1805, May 2008
[11] O. E. Falowo, H. A. Chan, “Fuzzy Logic Based Call Admission Control for Next Generation Wireless Networks,” Wireless Communications Systems, ISWCS 3rd International Symposium, pp. 574-578, September 2006
[12] 蘇木春, 張孝德, 機器學習:類神經網路、模糊系統以及基因演算法則, 修訂二版, 全華科技圖書股份有限公司, 2006年3月
[13] 王文俊, 認識fuzzy, 全華科技圖書股份有限公司, 2005
[14] K. Yoon and C. Hwang, Multiple Attribute Decision Making:An Introduction. Sage Publications, 1995.
[15] E. Stevens-Navarro, V. W.S. Wong, “Comparison between Vertical Handoff Decision Algorithms for Heterogeneous Wireless Networks,” Vehicular Technology Conference, IEEE, Volume 2, pp. 947-951, 2006
[16] RFC 3551, “RTP Profile for Audio and Video Conferences with Minimal Control”
[17] RFC 2032, “RTP Payload Format for H.261 Video Streams”
[18] 3GPP TR 25.942 “RF System Scenarios”
[19] Rec. ITU-R M.1225, “Guidelines for evaluation of radio transmission technologies for IMT 200,” 1997
[20] T. S. Rappaport, Wireless Communications: Principles and Practice, 2nd ed. Prentice-Hall, 2002
[21] R.J. Bates, GPRS General Packet Radio Service, McGraw-Hill, 2002
[22] S. Tiraspolsky, A. Rubtsov, A. Maltsev, A. Davydov, ”Mobile WiMAX - Deployment Scenarios Performance Analysis,” Wireless Communications Systems, ISWCS 3rd International Symposium, pp. 353-357, September 2006
[23] D. Niyato, E. Hossain, “A Queueing-Theoretic and Optimization-Based Model for Radio Resource Management in IEEE 802.16 Broadband Wireless Networks,” Computers, IEEE, Volume 55, Issue 11, pp. 1473-1488, November 2006
指導教授 吳中實(Jung-shyr Wu) 審核日期 2008-7-17
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