A Survey- Resources Management in 5G Mobile Networks

  • Noor Nabeel M. Master’s student of Computer Engineer, Al-Iraqia University, Iraq
  • Mohammed Najm Abdullah Principal & Associate Professor of Computer Engineer, University of Technology, Iraq
  • M. A. Alsaedi Principal & Associate Professor of Communication Engineer , Al-Iraqia University, Iraq
الكلمات المفتاحية: Resource Management, 5G RAN Techniques, Cloud Computing, Edge Computing, Network Slicing, 5G

الملخص

 The network has various issues as a consequence of increased network traffic as a result of employing packet switching instead of circuit switching, which has a constant data rate, a large number of connected devices, and advancement of application services (download, upload, streaming, you tube, etc.). Efficiency resource management entails not only defining the present network design and technology, but also preparing for 5G. There is a link between the mobile business and the internet; how can LTE reach everything, and how many bytes/months of internet because there are so many applications, such as "immersive multimedia experience," that require high data rates and low latency. Many technologies, such as multiple-input multiple-output (MIMO), software-defined networking (SDN), edge computing, network functions virtualization (NFV), millimeter-wave, and others, have been proposed to address some of 5G's issues. This research, based on the magazine "The international journal of intelligent engineering and systems," focuses on resource allocation difficulties in 5G core networks and radio access networks. It is this that has prompted us to look at the most efficient way to manage the resources of fifth-generation mobile networks.

المراجع

A NEURAL NETWORK BASED INTEGER FREQUENCY OFFSET ESTIMATION AND PSS DETECTION IN 5G NR SYSTEMS VIBHA PATEL1, 2* KRISHNA WARHADE, INTERNATIONAL JOURNAL OF INTELLIGENT ENGINEERING AND SYSTEMS.
2. AN EFFICIENT AND SECURE AUTHENTICATION AND KEY AGREEMENT PROTOCOL OF LTE MOBILE NETWORK FOR AN IOT SYSTEM MARIYA OUAISSA1* MARIYAM OUAISSA1 ABDALLAH RHATTOY2, INTERNATIONAL JOURNAL OF INTELLIGENT ENGINEERING AND SYSTEMS.
3. A 5G NETWORK-ORIENTED MOBILE EDGE COMPUTING OFFLOADING STRATEGY AND CLOUD COMPUTING NETWORK SECURITY, INTERNATIONAL JOURNAL OF INTELLIGENT ENGINEERING AND SYSTEMS.
4. DELAY AWARE HYBRID ROUTING FOR LARGE SCALE COOPERATIVE D2D NETWORKS PRAVEEN KUMAR DEVULAPALLI1,2* PARDHA SARADHI POKKUNURI1 MAGANTI SUSHANTH BABU3, INTERNATIONAL JOURNAL OF INTELLIGENT ENGINEERING AND SYSTEMS.
5. DYNAMIC-ADAPTIVE AI SOLUTIONS FOR NETWORK SLICING MANAGEMENT IN SATELLITE-INTEGRATED B5G SYSTEMS LEI LEI, YAXIONG YUAN, THANG X. VU, SYMEON CHATZINOTAS, MARIO MINARDI, AND JESUS FABIAN MENDOZA MONTOYA.
6. DEEP REINFORCEMENT LEARNING FOR ADAPTIVE NETWORK SLICING IN 5G FOR INTELLIGENT VEHICULAR SYSTEMS AND SMART CITIES. PUBLISHER: IEEE
7. 5G NETWORK SLICES RESOURCE ORCHESTRATION USING MACHINE LEARNING TECHNIQUES. RECEIVED 14 AUGUST 2020, REVISED 27 DECEMBER 2020, ACCEPTED 7 JANUARY 2021, AVAILABLE ONLINE 13 JANUARY 2021.
8. A NOVEL APPROACH TO ADAPTIVE RESOURCE ALLOCATION FOR ENERGY SAVING IN RECONFIGURABLE HETEROGENEOUS NETWORKS . THE COMPUTER JOURNAL, BXAB149.
9. DATA-DRIVEN ADAPTIVE NETWORK SLICING FOR MULTI-TENANT NETWORKS . NAVID REYHANIAN, ZHI-QUAN LUO
10. INTER-CELL INTERFERENCE MITIGATION USING ADAPTIVE REDUCED POWER SUBFRAMES IN HETEROGENEOUS NETWORKS. INTERNATIONAL JOURNAL OF ELECTRICAL & COMPUTER ENGINEERING (2088-8708) . AUG2021, VOL. 11 ISSUE 4, P3275-3284. 10P.
11. PERFORMANCE EVALUATION OF WIRELESS LOCAL AREA NETWORK WITH CONGESTED FADING CHANNELS.INTERNATIONAL JOURNAL OF ELECTRICAL & COMPUTER ENGINEERING (2088-8708) . FEB2022, VOL. 12 ISSUE 1, P411-417. 7P.
12. TRAFFIC-AWARE ADAPTIVE SERVER LOAD BALANCING FOR SOFTWARE DEFINED NETWORKS.INTERNATIONAL JOURNAL OF ELECTRICAL & COMPUTER ENGINEERING (2088-8708) . JUN2021, VOL. 11 ISSUE 3, P2211-2218. 8P.
13. SPECIFICATION OF DOWNLINK-FIXED REFERENCE CHANNEL DL-FRC FOR 5G NEW RADIO TECHNOLOGY. INTERNATIONAL JOURNAL OF ELECTRICAL & COMPUTER ENGINEERING (2088-8708) . FEB2022, VOL. 12 ISSUE 1, P453-459. 7P.
14. EFFICIENT RADIO RESOURCE ALLOCATION SCHEME FOR 5G NETWORKS WITH DEVICE-TO-DEVICE COMMUNICATION.INTERNATIONAL JOURNAL OF ELECTRICAL & COMPUTER ENGINEERING (2088-8708) . DEC2021, VOL. 11 ISSUE 6, P5588-5600. 13P.
15. NOVEL APPROACH FOR HYBRID MAC SCHEME FOR BALANCED ENERGY AND TRANSMISSION IN SENSOR DEVICES.SOURCE: INTERNATIONAL JOURNAL OF ELECTRICAL & COMPUTER ENGINEERING (2088-8708) . FEB2022, VOL. 12 ISSUE 1, P1003-1010. 8P.
16. 5G UPLINK INTERFERENCE SIMULATIONS, ANALYSIS AND SOLUTIONS: THE CASE OF PICO CELLS DENSE DEPLOYMENT.INTERNATIONAL JOURNAL OF ELECTRICAL & COMPUTER ENGINEERING (2088-8708) . JUN2021, VOL. 11 ISSUE 3, P2245-2255. 11P.
17. NOVEL TRUST-AWARE INTRUSION DETECTION AND PREVENTION SYSTEM FOR 5G MANET–CLOUD. INTERNATIONAL JOURNAL OF INFORMATION SECURITY (2021).
18. MONIEM-TECH
19. RESOURCE MANAGEMENT IN 5G MOBILE NETWORKS: SURVEY AND CHALLENGES WEI-CHE CHIEN* , SHIH-YUN HUANG**, CHIN-FENG LAI***, AND HAN-CHIEH CHAO**
20. ANALYSYS MASON RESEARCH’S TELECOMS, MEDIA AND TECHNOLOGY PREDICTIONS FOR 2021.03 DECEMBER 2020 | RESEARCH
21. SOURCE : TECHNICAL REPORT , CLOUD NATIVE 5G CORE SAMSUNG 5G CORE VOL 2 - 2020
22. REDHAT
23. RESOURCE ALLOCATION SCHEMES FOR 5G NETWORK: A SYSTEMATIC REVIEW -2021
24. FUTURE 5G MOBILE NETWORK PERFORMANCE IN WEBSERVICES WITH NDN TECHNOLOGY.
25. 5G-ORIENTED IOT COVERAGE ENHANCEMENT AND PHYSICAL EDUCATION RESOURCE MANAGEMENT.
26. RESOURCE MANAGEMENT FOR 5G NR INTEGRATED ACCESS AND BACKHAUL: A SEMI-CENTRALIZED APPROACHMATTEO PAGIN, TOMMASO ZUGNO, MICHELE POLESE, MICHELE ZORZI
27. RADIO RESOURCE MANAGEMENT: APPROACHES AND IMPLEMENTATIONS FROM 4G TO 5G AND BEYOND
28. PREDICTION MECHANISMS TO IMPROVE 5G NETWORK USER ALLOCATION AND RESOURCE MANAGEMENT
29. OPTIMIZATION-BASED RESOURCE MANAGEMENT ALGORITHMS WITH CONSIDERATIONS OF CLIENT SATISFACTION AND HIGH AVAILABILITY IN ELASTIC 5G NETWORK SLICES
30. A SMART NETWORK RESOURCE MANAGEMENT SYSTEM FOR HIGH MOBILITY EDGE COMPUTING IN 5G INTERNET OF VEHICLES PUBLISHER: IEEE
31. ENTERPRISE HUMAN RESOURCE MANAGEMENT SYSTEM MONITORING BASED ON EMBEDDED SYSTEM AND 5G BIG DATA PLATFORM
32. GRAPH ATTENTION NETWORK-BASED MULTI-AGENT REINFORCEMENT LEARNING FOR SLICING RESOURCE MANAGEMENT IN DENSE CELLULAR NETWORK
33. AI-BASED RESOURCE MANAGEMENT IN BEYOND 5G CLOUD NATIVE ENVIRONMENT.PUBLISHER: IEEE
34. MULTI-AGENT REINFORCEMENT LEARNING-BASED RESOURCE MANAGEMENT FOR END-TO-END NETWORK SLICING.PUBLISHER: IEEE
35. A SURVEY ON 4G-5G DUAL CONNECTIVITY: ROAD TO 5G IMPLEMENTATION.PUBLISHER: IEEE
36. MULTI-AGENT RL AIDED TASK OFFLOADING AND RESOURCE MANAGEMENT IN WI-FI 6 AND 5G COEXISTING INDUSTRIAL WIRELESS ENVIRONMENT.PUBLISHER: IEEE
37. HYBRID RADIO RESOURCE MANAGEMENT FOR TIME-VARYING 5G HETEROGENEOUS WIRELESS ACCESS NETWORK.PUBLISHER: IEEE
38. REINFORCEMENT LEARNING-BASED RESOURCE MANAGEMENT MODEL FOR FOG RADIO ACCESS NETWORK ARCHITECTURES IN 5G.PUBLISHER: IEEE
39. D2D-ENABLED RESOURCE MANAGEMENT IN SECRECY-ENSURED 5G AND BEYOND HETEROGENEOUS NETWORKS☆
40. A PRACTICAL RESOURCE MANAGEMENT PROTOTYPE FOR MOBILE NETWORKS.PUBLISHER: IEEE
41. SDN-ENABLED RESOURCE MANAGEMENT FOR CONVERGED FI-WI 5G FRONTHAUL.PUBLISHER: IEEE
42. A FORECASTING APPROACH TO IMPROVE CONTROL AND MANAGEMENT FOR 5G NETWORKS.PUBLISHER: IEEE
43. LAGRANGE'S MULTIPLIER BASED RESOURCE MANAGEMENT FOR ENERGY EFFICIENT D2D COMMUNICATION IN 5G NETWORKS.
44. ARTIFICIAL INTELLIGENCE FOR SMART RESOURCE MANAGEMENT IN MULTI-USER MOBILE HETEROGENEOUS RF-LIGHT NETWORKS.PUBLISHER: IEEE
45. AN LSTM-BASED CELL ASSOCIATION SCHEME
46. FOR PROACTIVE BANDWIDTH MANAGEMENT IN 5G FOG RADIO ACCESS NETWORKS
47. AI-BASED RESOURCE MANAGEMENT IN BEYOND 5G CLOUD NATIVE ENVIRONMENT.
48. COGNITIVE CARRIER RESOURCE OPTIMIZATION FOR INTERNET-OF-VEHICLES IN 5G-ENHANCED SMART CITIES.PUBLISHER: IEEE
49. DYNAMIC RESOURCE MANAGEMENT ALGORITHMS FOR INTERFERENCE PREDICTION IN 5G NEW RADIO SCENARIOS.
50. NETWORK SLICE LIFECYCLE MANAGEMENT FOR 5G MOBILE NETWORKS: AN INTENT-BASED NETWORKING APPROACH.PUBLISHER: IEEE
منشور
2022-09-17
القسم
المقالات