LEADER 03892nam 2200433 450 001 9910523720703321 005 20220326141336.0 010 $a3-030-73632-6 035 $a(CKB)4100000011979356 035 $a(MiAaPQ)EBC6676268 035 $a(Au-PeEL)EBL6676268 035 $a(OCoLC)1260346408 035 $a(EXLCZ)994100000011979356 100 $a20220326d2022 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aPractical channel-aware resource allocation $ewith MATLAB and Python code /$fMichael Ghorbanzadeh, Ahmed Abdelhadi 210 1$aCham, Switzerland :$cSpringer,$d[2022] 210 4$d©2022 215 $a1 online resource (242 pages) 311 $a3-030-73631-8 320 $aIncludes bibliographical references and index. 327 $aIntro -- Preface -- Introduction -- Contents -- Acronyms -- 1 Quality of Service and Resource Allocation in Communication Systems -- 1.1 Introduction -- 1.2 Current Trends in End-to-End QoS in Cellular Networks -- 1.3 Network Quality of Service Challenges -- 1.4 Focus of This Book -- 1.5 Book High Level Contribution and Organization -- References -- 2 Utility Functions and Radio Resource Allocation -- 2.1 Introduction -- 2.2 Radio Resource Allocation Literature Survey -- 2.3 Application Utility Functions -- 2.3.1 Application Utility Function MATLAB Code -- 2.4 Proportional Fairness and Frank Kelly Algorithm -- 2.5 Chapter Summary -- References -- 3 Resource Allocation Without Channel -- 3.1 Introduction -- 3.2 Resource Allocation: Centralized Architecture and Solution -- 3.2.1 Centralized Architecture Simulation -- 3.2.2 Centralized Resource Allocation in Real-World Implementation -- 3.2.3 MATLAB Code for Centralized Resource Allocation -- 3.3 Resource Allocation: Distributed Architecture and Solution -- 3.3.1 Distributed Resource Allocation Simulation -- 3.3.2 MATLAB Code for Distributed Resource Allocation -- 3.4 Mathematical Equivalence -- 3.5 Distributed or Centralized -- 3.6 Benchmark Comparison -- 3.7 Chapter Summary -- References -- 4 Radio Resource Block Allocation -- 4.1 Introduction -- 4.2 Continuous Optimization Relaxation -- 4.3 Radio Resource Block Allocation Optimization and Solution -- 4.3.1 Radio Resource Block Allocation Simulation Results -- 4.3.2 RB Allocation MATLAB Code -- 4.4 Chapter Summary -- References -- 5 Resource Allocation with Channel -- 5.1 Introduction -- 5.2 Channel Quality, Modulation, and Coding -- 5.3 Radio Resource Management -- 5.4 Resource Allocation Efficacy and Channel Conditions -- 5.5 Channel-Aware Distributed Resource Allocation Formulation -- 5.5.1 Determining ε -- 5.5.2 Determining K. 327 $a5.6 Global Solution Existence -- 5.6.1 Solution for Channel-Aware EURA Optimization -- 5.6.2 IURA Global Optimal Solution -- 5.7 Simulation Results -- 5.7.1 MATLAB Code -- 5.8 Chapter Summary -- References -- 6 Propagation Modeling -- 6.1 Introduction -- 6.2 Geodesic Calculations -- 6.3 Databases -- 6.3.1 Terrain Profile -- 6.3.2 Surface Refractivity and Climate -- 6.4 ITM Propagation Pathloss -- 6.5 Python Code -- 6.5.1 Code Base Installation -- 6.5.2 Propagation Code Run -- 6.6 Chapter Summary -- References -- 7 Channel-Aware Resource Allocation Large Scale Simulation -- 7.1 Introduction -- 7.2 Large Scale Network Simulation -- 7.3 Chapter Summary -- References -- 8 Book Summary -- Index. 606 $aRadio resource management (Wireless communications) 615 0$aRadio resource management (Wireless communications) 676 $a621.384 700 $aGhorbanzadeh$b Michael$01077021 702 $aAbdelhadi$b Ahmed 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910523720703321 996 $aPractical channel-aware resource allocation$92820440 997 $aUNINA